**Carlos A. Coello Coello**

`ccoello@cs.cinvestav.mx`

**CINVESTAV-IPN**

**Departamento de Computación**

**Av. Instituto Politécnico Nacional No. 2508**

**Col. San Pedro Zacatenco**

**México, D.F. 07300**

**Last Update: April 13th, 2018.**

**(Keep in mind that this list is constantly being updated)**

Author: | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z |

This list as a BibTeX,
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PDF, or DVI file.

- Abdel-Rahman Hedar A. Ahmed.
**Studies on Metaheuristics for Continuous Global Optimization Problems**, PhD thesis, Kyoto University, Kyoto, Japan, June 2004. - Salwani Abdullah and Hamza Turabieh.
**On the use of multi neighbourhood structures within a Tabu-based memetic approach to university timetabling problems**,*Information Sciences*, Vol. 191, pp. 146--168, May 15, 2012. - A. Abedian, M. H. Ghiasi and B. Dehghan-Manshadi.
**Effect of a Linear-Exponential Penalty Function on the GA's Efficiency in Optimization of a Laminated Composite Panel**,*International Journal of Computational Intelligence*, Vol. 2, No. 1, pp. 5--11, Winter 2006. - Ahmed Abbas and Sajjad Haider.
**Comparison of AIS and PSO for Constrained Portfolio Optimization**, in*2009 International Conference on Information and Financial Engineering (ICIFE 2009)*, pp. 50--54, IEEE Computer Society Press, Singapore, 17-20 April 2009. - A.A. Abou El Ela, M.A. Abido and S.R. Spea.
**Differential evolution algorithm for emission constrained economic power dispatch problem**,*Electric Power Systems Research*, Vol. 80, No. 10, pp. 1286--1292, October 2010. - Adnan Acan and Ahmet Unveren.
**An Evolutionary Constraint Satisfaction Solution for Over the Cell Channel Routing**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pp. 838--849, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3103. - Adnan Acan, Ahmet Ünveren and Yüce Tekol.
**Evolutionary Estimation of Assignment-ordering function for CSP-modeled Combinatorial Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, Vol. 1, pp. 560--565, Piscataway, New Jersey, USA, December 2003. Canberra, Australia, IEEE Service Center. - D.P. Acharya, G. Panda and Y.V.S. Lakshmi.
**Constrained Genetic Algorithm Based Independent Component Analysis**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 2443--2449, IEEE Press, Singapore, September 2007. - Hojjat Adeli and Nai-Tsang Cheng.
**Augmented Lagrangian Genetic Algorithm for Structural Optimization**,*Journal of Aerospace Engineering*, Vol. 7, No. 1, pp. 104--118, January 1994. - M. H. Afshar and M. A. Mariño.
**A parameter-free self-adapting boundary genetic search for pipe network optimization**,*Computational Optimization and Applications*, Vol. 37, No. 1, pp. 83--102, May 2007. - M.H. Afshar.
**Penalty adapting ant algorithm: application to pipe network optimization**,*Engineering Optimization*, Vol. 40, No. 10, pp. 969--987, October 2008. - Hime Aguiar e Oliveira Junior.
**Evolutionary Global Optimization, Manifolds and Applications**, Springer, Switzerland, 2016, ISBN 978-3-319-26466-0. - Adan E. Aguilar-Justo and Efrén Mezura-Montes.
**Towards an Improvement of Variable Interaction Identification for Large-Scale Constrained Problems**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4167--4174, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Bahriye Akay and Dervis Karaboga.
**Artificial bee colony algorithm for large-scale problems and engineering design optimization**,*Journal of Intelligent Manufacturing*, Vol. 23, No. 4, pp. 1001--1014, August 2012. - Shamim Akhtar, Kang Tai and Tapabrata Ray.
**A Socio-Behavioural Simulation Model for Engineering Design Optimization**,*Engineering Optimization*, Vol. 34, No. 4, pp. 341--354, 2002. - Youhei Akimoto, Yuichi Nagata, Isao Ono and Shigenobu Kobayashi.
**Theoretical Analysis of Evolutionary Computation on Continuously Differentiable Functions**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 1401-1408, ACM Press, Portland, Oregon, USA, July 7--11, 2010. ISBN 978-1-4503-0072-8. - Youhei Akimoto and Shinichi Shirakawa.
**Natural Gradient Approach for Linearly Constrained Continuous Optimization**, in Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic and Jim Smith (editors),*Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference*, pp. 252--261, Springer. Lecture Notes in Computer Science Vol. 8672, Ljubljana, Slovenia, September 13-17, 2014. - Jarmo T. Alander and Jouni Lampinen.
**Cam Shape Optimization by Genetic Algorithm**, in D. Quagliarella, J. Périaux, C. Poloni and G. Winter (editors),*Genetic Algorithms and Evolution Strategies in Engineering and Computer Science*, pp. 153-174. John Wiley & Sons, England, 1998. - M. M. Ali and Z. Kajee-Bagdadi.
**A local exploration-based differential evolution algorithm for constrained global optimization**,*Applied Mathematics and Computation*, Vol. 208, No. 1, pp. 31-48, February 1, 2009. - Mostafa Ali, Robert Reynolds, Rose Ali and Ayad Salhieh.
**Knowledge-Based Constrained Function Optimization Using Cultural Algorithms with an Enhanced Social Influence Metaphor**, in Kurosh Madani, Antonio Dourado Correia, Agostinho Rosa and Joaquin Filipe (editors),*Computational Intelligence, Studies in Computational Intelligence*, pp. 103--119, Berlin, ISBN 978-3-642-20206-3, 2011. - Mostafa Z. Ali, Ayad Salhieh and Randa T. Abu Snanieh.
**Boosting Cultural Algorithms with an Incongruous Layered Social Fabric Influence Function**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1225--1232, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Musrrat Alim, Millie Pant, Ajith Abraham and Chang Wook Ahn.
**Swarm Directions Embedded Differential Evolution for Faster Convergence of Global Optimization Problems**,*International Journal on Artificial Intelligence Tools*, Vol. 21, No. 3, Article Number: 1240013, June 2012. - Layak Ali, Samrat L. Sabat and Siba K. Udgata.
**Particle swarm optimisation with stochastic ranking for constrained numerical and engineering benchmark problems**,*International Journal of Bio-Inspired Computation*, Vol. 4, No. 3, pp. 155--166, 2012. - M.M. Ali and W.X. Zhu.
**A penalty function-based differential evolution algorithm for constrained global optimization**,*Computational Optimization and Applications*, Vol. 54, No. 3, pp. 707--739, April 2013. - Mostafa Z. Ali and Noor H. Awad.
**A novel class of niche hybrid Cultural Algorithms for continuous engineering optimization**,*Information Sciences*, Vol. 267, pp. 158--190, May 20, 2014. - Alpay Alkan and Ender Özcan.
**Memetic Algorithms for Timetabling**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1796-1802, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - M.R. AlRashidi and M.E. El-Hawary.
**Emission-economic dispatch using a novel constraint handling particle swarm optimization strategy**, in*2006 Canadian Conference on Electrical and Computer Engineering*, pp. 486--491, IEEE Press, Ottawa, Canada, May 7-10, 2006, ISBN 978-1-4244-0037-9. - Jaime Alvarez-Gallegos, Carlos Alberto Cruz Villar and Edgar Alfredo Portilla Flores.
**Evolutionary Dynamic Optimization of a Continuously Variable Transmission for Mechanical Efficiency Maximization.**In Alexander Gelbukh, Álvaro de Albornoz and Hugo Terashima-Marín (editors),*MICAI 2005: Advances in Artificial Intelligence*, pages 1093-1102, Monterrey, México, November 2005. Springer. - María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez.
**Differential Evolution with Combined Variants for Dynamic Constrained Optimization**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 975--982, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - María-Yaneli Ameca-Alducin, Efrén Mezura-Montes and Nicandro Cruz-Ramírez.
**A Repair Method for Differential Evolution with Combined Variants to Solve Dynamic Constrained Optimization Problems**, in*Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation GECCO'2015*, pp. 241--248, ACM Press, Madrid, Spain, July 11-15, 2015, ISBN: 978-1-4503-3472-3. - Nima Amjady and Hossein Sharifzadeh.
**Security constrained optimal power flow considering detailed generator model by a new robust differential evolution algorithm**,*Electric Power Systems Research*, Vol. 81, No. 2, pp. 740--749, February, 2011. - Nima Amjady, Hamzeh Fatemi and Hamidreza Zareipour.
**Solution of Optimal Power Flow Subject to Security Constraints by a New Improved Bacterial Foraging Method**,*IEEE Transactions on Power Systems*, Vol. 27, No. 3, pp. 1311--1323, August 2012. - Adil Amirjanov.
**Investigation of a changing range genetic algorithm in noisy environments**,*International Journal for Numerical Methods in Engineering*, Vol. 73, No. 1, pp. 26--46, January 1, 2008. - A. Andrade-Campos, S. Thuillier, P. Pilvin and F. Teixeira-Dias.
**On the determination of material parameters for internal variable thermoelastic-viscoplastic constitutive models**,*International Journal of Plasticity*, Vol. 23, No. 8, pp. 1349-1379, 2007 - Anders Angantyr, Johan Andersson and Jan-Olov Aidanpaa.
**Constrained Optimization based on a Multiobjective Evolutionary Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1560-1567, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Anders Angantyr and Jan Olov Aidanpää.
**A Pareto-Based Genetic Algorithm Search Approach to Handle Damped Natural Frequency Constraints in Turbo Generator Rotor System Design.***Journal of Engineering for Gas Turbines and Power*, 126(3):619-625, July 2004. - P. Antonin, A.P. Catherine, D. Serge and P. Luc.
**About the relevance of mathematical programming and stochastic optimisation methods : Application to optimal batch plant design problems**, in*15th European Symposium on Computer-Aided Process Engineering (ESCAPE-15)*, pp. 49--54, Elsevier, Computer-Aided Chemical Engineering Series, Barcelona, Spain, May 29-June 1, 2005, ISBN 0-444-51987-4. - Jaroslaw Arabas, Adam Szczepankiewicz and Tomasz Wroniak.
**Experimental Comparison of Methods to Handle Boundary Constraints in Differential Evolution**. in Robert Schaefer, Carlos Cotta, Joanna Kolodziej and Günter Rudolph (editors),*Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II*, pp. 411--420, Springer, Lecture Notes in Computer Science Vol. 6239, Kraków, Poland, September, 2010. - Victoria S. Aragón, Susana C. Esquivel and Carlos A. Coello Coello.
**A Novel Model of Artificial Immune System for Solving Constrained Optimization Problems with Dynamic Tolerance Factor**, in Alexander Gelbukh and Ángel Fernando Kuri Morales (editors),*MICAI 2007: Advances in Artificial Intelligence, 6th International Conference on Artificial Intelligence*, pp. 19--29, Springer, Lecture Notes in Artificial Intelligence Vol. 4827, Aguascalientes, México, November 2007. - Victoria S. Aragón, Susana C. Esquivel and Carlos A. Coello Coello.
**Artificial Immune System for Solving Constrained Optimization Problems**,*Revista Iberoamericana de Inteligencia Artificial*, Vol. 11, No. 35, pp. 55--66, 2007. - Victoria S. Aragón, Susana C. Esquivel and Carlos A. Coello Coello.
**Optimizing Constrained Problems through a T-Cell Artificial Immune System**,*Journal of Computer Science & Technology*, Vol. 8, No. 3, pp. 158-165, 2008. - Marcella C. Araujo, Elizabeth F. Wanner, Frederico G. Guimarães and Ricardo H. C. Takahashi.
**Constrained Optimization Based on Quadratic Approximations in Genetic Algorithms**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 9, pp. 193-217, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Dirk V. Arnold and Daniel Brauer.
**On the Behaviour of the (1+1)-ES for a Simple Constrained Problem**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 1--10, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008 - Dirk V. Arnold.
**On the behaviour of the (1,λ)-ES for a simple constrained problem**, in Hans-Georg Beyer and William B. Langdon (editors),*Proceedings of the 2011 ACM SIGEVO Foundations of Genetic Algorithms XI (FOGA'2011)*, pp. 15--24, ACM Press, Schwarzenberg, Austria, January 5--9, 2011. - Dirk V. Arnold.
**Analysis of a Repair Mechanism for the (1,λ)-ES Applied to a Simple Constrained Problem**, in*2011 Genetic and Evolutionary Computation Conference (GECCO'2011)*, pp. 853--860, ACM Press, Dublin, Ireland, July 12-16, 2011. - Dirk V. Arnold and Nikolaus Hausen.
**A (1+1)-CMA-ES for Constrained Optimisation**, in*2012 Genetic and Evolutionary Computation Conference (GECCO'2012)*, pp. 297--304, ACM Press, Philadelphia, USA, July 2012, ISBN: 978-1-4503-1177-9. - Dirk V. Arnold.
**On the Behaviour of the (1,λ)-σSA-ES for a Constrained Linear Problem**, in Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia and Mario Pavone (editors),*Parallel Problem Solving from Nature - PPSN XII, 12th International Conference*, pp. 82--91, Springer. Lecture Notes in Computer Science Vol. 7491, Taormina, Italy, September 1-5, 2012. - Dirk V. Arnold.
**On the Behaviour of the (1,λ)-ES for a Conically Constrained Problem**, in*2013 Genetic and Evolutionary Computation Conference (GECCO'2013)*, pp. 423--430, ACM Press, New York, USA, July 6-10, 2013, ISBN 978-1-4503-1963-8. - Dirk V. Arnold and Jeremy Porter.
**Towards an Augmented Lagrangian Constraint-Handling Approach for the (1+1)-ES**, in*2015 Genetic and Evolutionary Computation Conference (GECCO 2015)*, pp. 249--256, ACM Press, Madrid, Spain, July 11-15, 2015, ISBN 978-1-4503-3472-3. - Dirk V. Arnold.
**An Active-Set Evolution Strategy for Optimization with Known Constraints**, in Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa and Ben Paechter (Editors),*Parallel Problem Solving from Nature -- PPSN XIV, 14th International Conference*, pp. 192--202, Springer. Lecture Notes in Computer Science Vol. 9921, Edinburgh, UK, September 17-21, 2016, ISBN 978-3-319-45822-9. - Md. Asafuddoula, Tapabrata Ray and Ruhul Sarker.
**An Adaptive Differential Evolution Algorithm and its Performance on Real World Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1057--1062, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Md Asafuddoula, Tapabrata Ray, Ruhul Sarker and Khairu Alam.
**An Adaptive Constraint Handling Approach Embedded MOEA/D**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 2516--2523, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Asma Atamna, Anne Auger and Nikolaus Hansen.
**Augmented Lagrangian Constraint Handling for CMA-ES --- Case of a Single Linear Constraint**, in Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa and Ben Paechter (Editors),*Parallel Problem Solving from Nature -- PPSN XIV, 14th International Conference*, pp. 181--191, Springer. Lecture Notes in Computer Science Vol. 9921, Edinburgh, UK, September 17-21, 2016, ISBN 978-3-319-45822-9. - Asma Atamna, Anne Auger and Nikolaus Hansen.
**Analysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling**, in*2016 Genetic and Evolutionary Computation Conference (GECCO'2016)*, pp. 213--220, ACM Press, Denver, Colorado, USA, 20-24 July, 2016, ISBN 978-1-4503-4206-3. - M.M. Atiqullah and S.S. Rao.
**Simulated annealing and parallel processing: An implementation for constrained global design optimization**,*Engineering Optimization*, Vol. 32, No. 5, pp. 659--685, 2000. - Gideon Avigad and Kalyanmoy Deb.
**The Sequential Optimization-Constraint Multi-objective Problem and its Applications for robust Planning of robot paths**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 2101-2108, IEEE Press, Singapore, September 2007. - M. Tamer Ayvaz, Ali Haydar Kayhan, Huseyin Ceylan and Gurhan Gurarslan.
**Hybridizing the harmony search algorithm with a spreadsheet 'Solver' for solving continuous engineering optimization problems**,*Engineering Optimization*, Vol. 41, No. 12, pp. 1119--1144, 2009. - Nebojsa Bacanin and Milan Tuba.
**Artificial Bee Colony (ABC) Algorithm for Constrained Optimization Improved with Genetic Operators**,*Studies in Informatics and Control*, Vol. 21, No. 2, pp. 137--146, June, 2012. - Thomas Bäck, Agoston E. Eiben and Marco E. Vink.
**A Superior Evolutionary Algorithm for 3-SAT**, in V.W. Porto, N. Saravanan, D. Waagen and A.E. Eiben (editors),*Proceedings of the 7th International Conference on Evolutionary Programming (EP98)*, pages 125-136, Heidelberg, Germany, March 1998. San Diego, California, USA, Springer-Verlag. Lecture Notes in Computer Science Vol. 1447. - Thomas Bäck and Sami Khuri.
**An Evolutionary Heuristic for the Maximum Independent Set Problem**, in Z. Michalewicz, J.D. Schaffer, H.-P. Schwefel, D.B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation*, pp. 531--535, IEEE Press, Piscataway, New Jersey, USA, 1994. - Thomas Bäck, Martin Schültz and Sami Khuri.
**A Comparative Study of Penalty Function, a Repair Heuristic and Stochastic Operators with the Set-Covering Problem**, in J.-M. Alliot, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Proceedings of the 2nd European Conference on Artificial Evolution (AE 1995)*, pages 320-332, Heidelberg, Germany, September 1995. Brest, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1063. - Samineh Bagheri, Wolfgang Konen and Thomas Bäck.
**Equality Constraint Handling for Surrogate-Assisted Constrained Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 1924--1931, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Ruibin Bai, Edmund K. Burke, Graham Kendall, Jingpeng Li and Barry McCollum.
**A Hybrid Evolutionary Approach to the Nurse Rostering Problem**,*IEEE Transactions On Evolutionary Computation*, Vol. 14, No. 4, pp. 580-590, August 2010. - Liang Bai, Yongheng Jiang and Dexian Huang.
**A Novel Two-Level Optimization Framework Based on Constrained Ordinal Optimization and Evolutionary Algorithms for Scheduling of Multipipeline Crude Oil Blending**,*Industrial & Engineering Chemistry Research*, Vol. 51, No. 26, pp. 9078--9093, July 4, 2012. - Liang Bai, Junyan Wang, Yongheng Jiang and Dexian Huang.
**Improved Hybrid Differential Evolution-Estimation of Distribution Algorithm with Feasibility Rules for NLP/MINLP Engineering Optimization Problems**,*Chinese Journal of Chemical Engineering*, Vol. 20, No. 6, pp. 1074--1080, December 2012. - Stuart Bain, John Thorton and Abdul Sattar.
**Evolving Algorithms for Constraint Satisfaction**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 265-272, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Jerzy Balicki.
**Multi-criterion Evolutionary Algorithm with Model of the Immune System to Handle Constraints for Task Assignments.**In Leszek Rutkowski, Jörg H. Siekmann, Ryszard Tadeusiewicz and Lotfi A. Zadeh (editors),*Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference. Proceedings*, pages 394-399, Zakopane, Poland, June 2004. Springer. Lecture Notes in Computer Science. Volume 3070. - Jerzy Balicki and Zygmunt Kitowski.
**Model of the Immune System to Handle Constraints in Evolutionary Algorithm for Pareto Task Assignments**, in Mieczyslaw A. Klopotek, Slawomir T. Wierzchon and Krzysztof Trojanowski (editors),*Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM'03*, pages 3-12. Springer, 2003. - Sunith Bandaru, Rupesh Tulshyan and Kalyanmoy Deb.
**Modified SBX and Adaptive Mutation for Real World Single Objective Optimization**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1335--1342, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Oliver Bandte and Sergey Malinchik.
**A Broad and Narrow Approach to Interactive Evolutionary Design - An Aircraft Design Example**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 883-895, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3103. - J.R. Banga, C.G. Moles and A.A. Alonso.
**Global optimization of bioprocesses using stochastic and hybrid methods**, in C.A. Floudas and P. Pardalos (editors),*Frontiers in Global Optimization*, pp. 45--70, Kluwer Academic Publishers, 2004, ISBN 1-4020-7699-1. - Helio J. C. Barbosa.
**A Coevolutionary Genetic Algorithm for Constrained Optimization**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 3, pages 1605-1611, Piscataway, New Jersey, July 1999. IEEE Service Center. - Helio J.C. Barbosa and Afonso C.C. Lemonge.
**An adaptive penalty scheme in genetic algorithms for constrained optimization problems**, in W.B. Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke and N.Jonoska (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)*, pages 287-294, San Francisco, California, July 2002. Morgan Kaufmann Publishers. - Helio J.C. Barbosa and Afonso C.C. Lemonge.
**An Adaptive Penalty Scheme for Steady-State Genetic Algorithms**, in Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence David Davis, Rajkumar Roy, Una-May O' Reilly, Hans-Georg Beyer, Russell Standish, Graham Kendall, Stewart Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitch A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasha Jonoska and Julian Miller (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2003)*, pages718-729, Heidelberg, Germany, July 2003. Chicago, Illinois, Springer Verlag. Lecture Notes in Computer Science Vol. 2723. - H.J.C. Barbosa and A.C.C. Lemonge.
**A new adaptive penalty scheme for genetic algorithms**,*Information Sciences*, Vol. 156, Nos. 3-4, pp. 215--251, November 2003. - Helio J.C. Barbosa and Afonso C.C. Lemonge.
**A Genetic Algorithm Encoding for a Class of Cardinality Constraints.**In H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cant Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 2, pages 1193-1200, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Helio J. C. Barbosa, Heder S. Bernardino and André M. S. Barreto.
**Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 4586--4593, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Helio J.C. Barbosa, Alfonso C.C. Lemonge, Leonardo G. Fonseca and Heder S. Bernardino.
**Comparing Two Constraint Handling Techniques in a Binary-Coded Genetic Algorithm for Optimization Problems**, in Kalyanmoy Deb, Arnab Bhattacharya, Nirupam Chakraborti, Partha Chakroborty, Swagatam Das, Joydeep Dutta, Santosh K. Gupta, Ashu Jain, Varun Aggarwal, Jürgen Branke, Sushil J. Louis and Kay Chen Tan (editors),*Simulated Evolution and Learning, 8th International Conference, SEAL 2010*, pp. 125--134, Springer. Lecture Notes in Computer Science Vol. 6457, Kanpur, India, December 1-4, 2010. - Vincent Barichard and Jin-Kao Hao.
**A Population and Interval Constraint Propagation Algorithm**, in Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb and Lothar Thiele (editors),*Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003*, pages 88-101, Faro, Portugal, April 2003. Springer. Lecture Notes in Computer Science. Volume 2632. - D.J. Barrett, M.J. Hill, L.B. Hutley, J. Beringer, J.H. Xu, G.D. Cook, J.O. Carter and R.J. Williams.
**Prospects for improving savanna biophysical models by using multiple-constraints model-data assimilation methods.***Australian Journal of Botany*, 53(7):689-714, 2005. - S.K. Basu and A.K. Bhatia.
**A naive genetic approach for non-stationary constrained problems**,*Soft Computing*, Vol. 10, No. 2, pp. 152--162, January 2006. - Joaquín Bautista and Jordi Pereira.
**Ant Algorithms for Assembly Line Balancing**, in Marco Dorigo, Gianna Di Caro and Michael Sampels (editors),*Proceedings of the Third International Workshop, (ANTS'2002)*, pages 65-75. Brussels, Belgium, Springer Verlag, September 2002. Lecture Notes in Computer Science Vol. 2463. - Adil Baykasoglu.
**Design optimization with chaos embedded great deluge algorithm**,*Applied Soft Computing*, Vol. 12, No. 3, pp. 1055--1067, March 2012. - James C. Bean.
**Genetics and random keys for sequencing and optimization.**Technical Report TR 92-43, Department of Industrial and Operations Engineering, The University of Michigan, 1992. - James C. Bean.
**Genetics and random keys for sequencing and optimization.***ORSA Journal on Computing*, 6(2):154-160, 1994. - Eric Beaser, Jennifer K. Schwartz, Caleb B. Bell and Edward I. Solomon.
**Hybrid Genetic Algorithm with an Adaptive Penalty Function for Fitting Multimodal Experimental Data: Application to Exchange-Coupled Non-Kramers Binuclear Iron Active Sites**,*Journal of Chemical Information and Modeling*, Vol. 51, No. 9, pp. 2164--2173, September, 2011. - James C. Bean and Atidel Ben Hadj-Alouane.
**A Dual Genetic Algorithm for Bounded Integer Programs.**Technical Report TR 92-53, Department of Industrial and Operations Engineering, The University of Michigan, 1992. To appear in R.A.I.R.O.-R.O. (invited submission to special issue on GAs and OR). - Meriema Belaidouni and Jin-Kao Hao.
**An Analysis of the Configuration Space of the Maximal Constraint Satisfaction Problem.**In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 49-58, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - A. D. Belegundu and J. S. Arora.
**A computational study of transformation methods for optimal design.***AIAA Journal*, 22(4):535-542, 1984. - Sheela V. Belur.
**CORE: Constrained Optimization by Random Evolution**, in John R. Koza (editor),*Late Breaking Papers at the Genetic Programming 1997 Conference*, pages 280-286, Stanford University, California, July 1997. Stanford Bookstore. - H.S. Bernardino, H.J.C. Barbosa and A.C.C Lemong.
**A Hybrid Genetic Algorithm for Constrained Optimization Problems in Mechanical Engineering**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pages 646--653, Singapore, September 2007. IEEE Press - H. S. Bernardino, H. J. C. Barbosa, A. C. C. Lemonge and L. G. Fonseca.
**A New Hybrid AIS-GA for Constrained Optimization Problems in Mechanical Engineering**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 1455--1462, IEEE Service Center, Hong Kong, June 2008. - Heder S. Bernardino, Helio J. C. Barbosa, Afonso C. C. Lemonge and Leonardo G. Fonseca.
**On GA-AIS Hybrids for Constrained Optimization Problems in Engineering**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 8, pp. 167-192, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Heder S. Bernardino and Helio J. C. Barbosa.
**Artificial Immune Systems for Optimization**, in Raymond Chiong (Editor),*Nature-Inspired Algorithms for Optimisation*, pp. 389--411, Springer, Berlin, ISBN 978-3-642-00266-3, 2009. - J. L. Bernier, C. Ilia Herráiz, J. J. Merelo, S. Olmeda and A. Prieto.
**Solving Mastermind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization.**In H.-M. Voigt, W. Ebeling, I. Rechenberg and H.-P. Schwefel (editors),*Proceedings of the Fourth Conference on Parallel Problem Solving from Nature (PPSN IV)*, pages 554-563, Heidelberg, Germany, September 1996. Berlin, Germany, Springer-Verlag. - Hans-Georg Beyer and Steffen Finck.
**On the Design of Constraint Covariance Matrix Self-Adaptation Evolution Strategies Including a Cardinality Constraint**,*IEEE Transactions on Evolutionary Computation*, Vol. 16, No. 4, pp. 578--596, August 2012. - Hans-Geogr Beyer, Steffen Finck and Thomas Breuer.
**Evolution on trees: On the design of an evolution strategy for scenario-based multi-period portfolio optimization under transaction costs**,*Swarm and Evolutionary Computation*, Vol. 17, pp. 74--87, August 2014. - M. A. Bhatti, E. Polak and K. S. Pister.
**OPTDYN--A General Purpose Optimization Program for Problems With or Without Dynamic Constraints.**Technical Report UCB/EERC-79/16, University of California, Berkeley, 1979. - V. Bhuvaneshwaran and R. Langari.
**Design optimization using genetic algorithms and fuzzy constraints and fitness functions**, in O. Nasaoui, H. Frigui and J. M. Keller (editors),*Proceedings of the 12th IEEE International Conference on Fuzzy Systems*, pp. 354--359, IEEE Press, St Louis, Missouri, USA, May 25-28, 2003, ISBN 0-7803-7810-5. - Xiaojun Bi and Jue Wang.
**Constrained Optimization Based on Epsilon Constrained Biogeography-Based Optimization**, in*2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)*, pp. 369--372, IEEE Computer Society Press, Nanchang, China, August 26-27, 2014, ISBN 978-1-4673-1902-7. - Davide Bianchi, Simone Genovesi and Agostino Monorchio.
**Constrained Pareto Optimization of Wide Band and Steerable Concentric Ring Arrays**,*IEEE Transactions on Antennas and Propagation*, Vol. 60, No. 7, pp. 3195--3204, July 2012. - Piotr Bigaj and Janusz Kacprzyk.
**A memetic algorithm based procedure for a global path planning of a movement constrained mobile robot**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 135--141, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - George Bilchev and Ian C. Parmee.
**The Ant Colony Metaphor for Searching Continuous Design Spaces**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 25-39, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - George Bilchev and Ian C. Parmee.
**Constrained and Multi-Modal Optimisation with an Ant Colony Search Model**, in Ian C. Parmee and M. J. Denham (editors),*Proceedings of 2nd International Conference on Adaptive Computing in Engineering Design and Control*. University of Plymouth, Plymouth, UK, March 1996. - George Bilchev and Ian Parmee.
**Constraint Handling for the Fault Coverage Code Generation Problem: An Inductive Evolutionary Approach**, in H.-M. Voigt, W. Ebeling, I. Rechenberg and H.-P. Schwefel (editors),*Proceedings of the Fourth Conference on Parallel Problem Solving from Nature (PPSN IV)*, pages 880-889, Heidelberg, Germany, September 1996. Berlin, Germany, Springer-Verlag. - George Bilchev and Ian Parmee.
**Constraint handling for the fault coverage code generation problem: An inductive evolutionary approach**, in Hans-Michael Voigt, Werner Ebeling, Ingo Rechenberger and Hans-Paul Schwefel (editors),*Parallel Problem Solving from Nature — PPSN IV*, pp. 880-889, Springer. Lecture Notes in Computer Science, Vol. 1141, Berlin, Germany, 1996. - Michael S. Bittermann and Ózer Ciftcioglu.
**Precision constrained optimization by exponential ranking**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 2296--2305, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - D.A. Bloch and C.A. Coello Coello.
**Smiling at evolution**,*Applied Soft Computing*, Vol. 11, No. 8, pp. 5724--5734, December 2011. - B. Bochenek and P. Forys.
**Structural optimization for post-buckling behavior using particle swarms.***Structural and Multidisciplinary Optimization*, 32(6):521-531, December 2006. - Mohammad Reza Bonyadi, Xiang Li and Zbigniew Michalewicz.
**A Hybrid Particle Swarm with Velocity Mutation for Constraint Optimization Problems**, in*2013 Genetic and Evolutionary Computation Conference (GECCO'2013)*, pp. 1--8, ACM Press, New York, USA, July 6-10, 2013, ISBN 978-1-4503-1963-8. - Mohammad Reza Bonyadi and Zbigniew Michalewicz.
**On the edge of feasibility: a case study of the particle swarm optimizer**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 3059--3066, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Mohammad Reza Bonyadi, Zbigniew Michalewicz and Markus Wagner.
**Beyond the Edge of Feasibility: Analysis of Bottlenecks**, in Grant Dick, Will N. Browne, Peter Whigham, Mengjie Zhang, Lam Thu Bui, Hisao Ishibuchi, Yaochu Jin, Xiaodong Li, Yuhui Shi, Pramod Singh, Kay Chen Tan and Ke Tang (editors),*Simulated Evolution and Learning, 10th International Conference, SEAL 2014*, pp. 431--442, Springer. Lecture Notes in Computer Science Vol. 8886, Dunedin, New Zealand, December 15-18, 2014. - Ilhem Boussaid, Amitava Chatterjee, Patrick Siarry and Mohamed Ahmed-Nacer.
**Hybridizing Biogeography-Based Optimization With Differential Evolution for Optimal Power Allocation in Wireless Sensor Networks**,*IEEE Transactions on Vehicular Technology*, Vol. 60, No. 5, pp. 2347--2353, June, 2011. - Ilhem Boussaid, Amitava Chatterjee, Patrick Siarry and Mohamed Ahmed-Nacer.
**Biogeography-based optimization for constrained optimization problems**,*Computers & Operations Research*, Vol. 39, No. 12, pp. 3293--3304, December, 2012. - James Bowen and Gerry Dozier.
**Solving Constraint Satisfaction Problems Using A Genetic/Systematic Search Hybrid That Realizes When to Quit**, in Larry J. Eshelman (editor),*Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA-95)*, pages 122-129, San Francisco, California, July 1995. University of Pittsburgh, Morgan Kaufmann Publishers. - P.V.G. Bradbeer, C. Findlay and T.C. Fogarty.
**An Ambulance Crew Rostering System**, in Stefano Cagnoni et al. (editor),*Proceedings of Real World Applications of Evolutionary Computing. EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob and EvoFlight*, pages 267-276, Edinburgh, Scotland, April 2000. Springer Verlag. Lecture Notes in Computer Science Vol. 1803. - Ivona Brajevic and Milan Tuba.
**An upgraded artificial bee colony (ABC) algorithm for constrained optimization problems**,*Journal of Intelligent Manufacturing*, Vol. 24, No. 4, pp. 729--740, August 2013. - Janez Brest, Viljem Zumer and Mirjam Spesy Maucecc.
**Control Parameters in Self-Adaptive Differential Evolution.**In Bogdan Filipic and Jurij Silc (editors),*Bioinspired Optimization Methods and Their Applications*, pages 35-44, Ljubljana, Slovenia, October 2006. Jozef Stefan Institute. - Janez Brest and Viljem Zumer and Mirjam Sepesy Maucec.
**Self-Adaptative Differential Evolution Algorithm in Constrained Real-Parameter Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 919--926, IEEE, Vancouver, BC, Canada, July 2006 - Janez Brest.
**Constrained Real-Parameter Optimization with ε-Self-Adaptive Differential Evolution**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 4, pp. 73-93, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Janez Brest, Borko Boskovic and Viljem Zumer.
**An improved self-adaptive differential evolution algorithm in single objective constrained real-parameter optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1073--1080, IEEE Press, Barcelona, Spain, July 18--23, 2010. - J. Brest, A. Zamuda, I. Fister, B. Boskovic and M. Sepesy Maucec.
**Constrained Real-Parameter Optimization using a Differential Evolution Algorithm**, in*2011 IEEE Symposium on Differential Evolution (SDE'2011)*, pp. 9--16, IEEE Service Center, Paris, France, April 11-15, 2011. - Mihaela Breaban, Madalina Ionita and Cornelius Croitoru.
**A new PSO approach to constraint satisfaction**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 1948-1954, IEEE Press, Singapore, September 2007. - Radovan R. Bulatovic and Stevan R. Dordevic.
**Control of the optimum synthesis process of a four-bar linkage whose point on the working member generates the given path**,*Applied Mathematics and Computation*, Vol. 217, No. 23, pp. 9765--9778, August 1, 2011. - Onder Bulut and M. Fatih Tasgetiren.
**An artificial bee colony algorithm for the economic lot scheduling problem**,*International Journal of Production Research*, Vol. 52, No. 4, pp. 1150--1170, February 16, 2014. - Chenyang Bu, Wenjian Luo and Tao Zh.
**Differential Evolution with a Species-based Repair Strategy for Constrained Optimization**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 967--974, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - D. Bunnag and M. Sun.
**Genetic algorithm for constrained global optimization in continuous variables**,*Applied Mathematics and Computation*, Vol. 171, No. 1, pp. 604--636, December 1, 2005. - Edmund Burke, Patrick De Causmaecker and Greet Vanden Berghe.
**Hybrid Tabu Search Algorithm for the Nurse Rostering Problem.**In Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 187-194, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - Edmund Burke, David Elliman and Rupert Weare.
**Specialised Recombinative Operators for Timetabling Problems**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 75-85, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - E.K. Burke and D.B. Varley.
**Automating Space Allocation in Higher Education**, in Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 66-73, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - Juan C. Fuentes Cabrera and Carlos A. Coello Coello.
**Handling Constraints in Particle Swarm Optimization using a Small Population Size**, in Alexander Gelbukh and Ángel Fernando Kuri Morales (editors),*MICAI 2007: Advances in Artificial Intelligence, 6th International Conference on Artificial Intelligence*, pp. 41--51, Springer, Lecture Notes in Artificial Intelligence Vol. 4827, Aguascalientes, México, November 2007. - Leticia C. Cagnina, Susana C. Esquivel and Carlos A. Coello Coello.
**A Particle Swarm Optimizer for Constrained Numerical Optimization**, in Thomas Philip Runarsson, Hans-Georg Beyer, Edmund Burke, Juan J. Merelo-Guervós, L. Darrell Whitley and Xin Yao (editors),*Parallel Problem Solving from Nature (PPSN IX). 9th International Conference*, pages 910-919, Reykjavik, Iceland, September 2006. Reykjavik, Iceland, Springer. Lecture Notes in Computer Science Vol. 4193. - Leticia Cagnina, Susana Esquivel and Carlos Coello Coello.
**A Bi-population PSO with a Shake-Mechanism for Solving Constrained Numerical Optimization**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pages 670-676. IEEE Press, Singapore, September 2007. - Leticia C. Cagnina, Susana C. Esquivel and Carlos A. Coello Coello.
**Solving Engineering Optimization Problems with the Simple Constrained Particle Swarm Optimizer**, in Bogan Filipic and Jurij Silc (editors),*Third International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008)*, pp. 107--120, Ljubljana, Slovenia, Jozef Stefan Institute, October 2008, ISBN 978-961-264-002-6. - Leticia C. Cagnina, Susana C. Esquivel and Carlos A. Coello Coello.
**Solving Engineering Optimization Problems with the Simple Constrained Particle Swarm Optimizer**,*Informatica*, Vol. 32, pp. 319-326, 2008. - Leticia Cecilia Cagnina, Susana Cecilia Esquivel and Carlos A. Coello Coello.
**Solving constrained optimization problems with a hybrid particle swarm optimization algorithm**,*Engineering Optimization*, Vol. 43, No. 8, pp. 843--866, 2011. - Xinye Cai, Zhenzhou Hu and Zhun Fan.
**A novel memetic algorithm based on invasive weed optimization and differential evolution for constrained optimization**,*Soft Computing*, Vol. 17, No. 10, pp. 1893--1910, October 2013. - Félix Calderón, Claudio R. Fuerte-Esquivel, Juan J. Flores and Juan C. Silva.
**A Constraint-Handling Genetic Algorithm to Power Economic Dispatch**, in Alexander F. Gelbukh and Eduardo F. Morales (editors)*MICAI 2008: Advances in Artificial Intelligence, 7th Mexican International Conference on Artificial Intelligence*, pp. 371--381, Springer. Lecture Notes in Computer Science Vol. 5317, Atizapán de Zaragoza, Mexico, October 27-31, 2008. ISBDN 978-3-540-88635-8 - Yves Caniou, Philippe Codognet, Daniel Diaz and Salvador Abreu.
**Experiments in Parallel Constraint-Based Local Search**, in Peter Merz and Jin-Kao Hao (editors),*Evolutionary Computation in Combinatorial Optimization, 11th European Conference, EvoCOP 2011*, pp. 96--107, Springer. Lecture Notes in Computer Science Vol. 6622, Torino, Italy, April 27-29, 2011. - Mauro Campos and Renato A. Krohling.
**Hierarchical Bare Bones Particle Swarm for Solving Constrained Optimization Problems**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 805--812, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Mauro Campos and Renato A. Krohling.
**Bare Bones Particle Swarm with Scale Mixtures of Gaussians for Dynamic Constrained Optimization**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 202--209, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Eduardo Camponogara and Sarosh N. Talukdar.
**A Genetic Algorithm for Constrained and Multiobjective Optimization**, In Jarmo T. Alander (editor),*3rd Nordic Workshop on Genetic Algorithms and Their Applications (3NWGA)*, pages 49-62, Vaasa, Finland, August 1997. University of Vaasa. - Y. J. Cao and Q. H. Wu.
**Mechanical Design Optimization by Mixed-Variable Evolutionary Programming**, in Thomas Bäck, Zbigniew Michalewicz and Xin Yao (editors),*Proceedings of the 1997 International Conference on Evolutionary Computation*, pages 443-446, Indianapolis, Indiana, 1997. IEEE. - Cuiwen Cao, Jinwei Gu, Bin Jiao, Zhong Xin and Xingsheng Gu.
**Optimizing Constrained Non-convex NLP Problems in Chemical Engineering Field by a Novel Modified Goal Programming Genetic Algorithm**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 17-24, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Susan E. Carlson.
**A General Method for Handling Constraints in Genetic Algorithms**, in*Proceedings of the Second Annual Joint Conference on Information Science*, pages 663-667, 1995. - Susan Carlson Skalak, Ron Shonkwiler, Sani Babar and M. Aral.
**Annealing a Genetic Algorithm over Constraints.** - C. W. Carroll.
**The created response surface technique for optimizing nonlinear restrained systems.***Operations Research*, 9:169-184, 1961. - Grégoire Carpentier.
**Approche computationnelle de l'orchestration musicale. Optimisation multicritère sous contraintes de combinaisons instrumentales dans de grandes banques de sons**, PhD thesis, University UPMC Paris-6, France, December 2008 (in French) (abstract in English) - R. Caruana and J. D. Schaffer.
**Representation and Hidden Bias: Gray vs. Binary Coding for Genetic Algorithms**, in*Proceedings of the Fifth International Conference on Machine Learning*, pages 132-161, San Mateo, California, 1988. Morgan Kauffman Publishers. - P.M.S. Carvalho, L.A.F.M. Ferreira and L.M. Barruncho.
**Solving Radial Topology Constrained Problems with Evolutionary Algorithms**, in Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 58-65, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - Adriana Cervantes-Castillo and Efrén Mezura-Montes.
**A Study of Constraint-Handling Techniques in Brain Storm Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 3740--3746, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Chee-Keong Chan, Hoay Beng Gooi and Meng Hiot Lim.
**Duration-Dependent Multi-Schedule Evolutionary Curriculum Timetabling.**In Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 2, pages 677-681, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - K. Chandrasekaran, Sishaj P. Simon and Narayana Prasad Padhy.
**Binary real coded firefly algorithm for solving unit commitment problem**,*Information Sciences*, No. 249, pp. 67--84, November 10, 2013. - Weng Tat Chan, T.F. Fwa and Kh. Zahidul Hoque.
**Constraint Handling Methods in Pavement Maintenance Programming.***Transportation Research Part C - Emerging Technologies*, 9(3):175-190, June 2001. - Amy B. Chan-Hilton and Teresa B. Culver.
**Constraint-Handling Methods for Optimal Groundwater Remediation Design by Genetic Algorithms.**In*IEEE International Conference on Systems, Man and Cybernetics*, volume 4, pages 3937-3942. IEEE, 1998. - Amy B. Chan Hilton and Teresa B. Culver.
**Constraint Handling for Genetic Algorithms in Optimal Remediation Design.***Journal of Water Resources Planning and Management*,126(3):128-137, May-June 2000. - Ming Chang, Kazuhiro Ohkura, Kanji Ueda and Masaharu Sugiyama.
**Group Selection and Its Application to Constrained Evolutionary Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 684-691, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Li-Chiu Chang, Fi-John Chang, Kuo-Wei Wang and Shin-Yi Dai.
**Constrained genetic algorithms for optimizing multi-use reservoir operation**,*Journal of Hydrology*, Vol. 390, No. 1-2, pp. 66--74, August 20, 2010. - Ping-Teng Chang and Jung-Hua Lee.
**A fuzzy DEA and knapsack formulation integrated model for project selection**,*Computers & Operations Research*, Vol. 39, No. 1, pp. 112-125, January 2012. - Wei-Wen Chang, Chan-Jin Chung and Bernard Sendhoff.
**Target Shape Design Optimization with Evolutionary Computation**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1864-1870, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - N. H. Chao, S. J. Fenves and A. W. Westerberg.
**Application of Reduced Quadratic Programming Technique to Optimal Structural Design.**In E. Atrek, R. H. Gallagher, K. M. Radgsdell and O. C. Zienkiewicz (editors),*New Directions in Optimum Structural Design*. John Wiley, New York, 1984. - Tao XieHuowang Chen.
**Problem Decomposition-Based Scalable Macro-Evolutionary Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 1, pages 223-231, Piscataway, New Jersey, May 2001. IEEE Service Center. - Y.X. Chen.
**Optimal Anytime Search for Constrained Nonlinear Programming**, Master's thesis, Department of Computer Science, University of Illinois, Illinois, USA, May 2001. - Min-Rong Chen, Yong-Zai Lu and Genke Yang.
**Population-Based Extremal Optimization with Adaptive Lévy Mutation for Constrained Optimization**, in Yuping Wang, Yiu-ming Cheung and Hailin Liu (editors)*Computational Intelligence and Security, International Conference, CIS 2006*, pp. 144-155, Springer. Lecture Notes in Computer Science 4456, Guangzhou, China, November 2007. - Shuting Chen and Yunhao Li.
**A Novel Two-Level Evolutionary Algorithm for Solving Constrained Function Optimization**, in*2009 International Conference on Signal Processing Systems*, pp. 702-706, IEEE Computer Society Press, Singapore, May 15-17, 2009. - Jianyong Chen, Qiuzhen Lin and Linlin Shen.
**An Immune-Inspired Evolution Strategy fot Constrained Optimization Problems**,*International Journal on Artificial Intelligence Tools*, Vol. 20, No. 3, pp. 549--561, June 2011. - Peng Cheng.
**A Tunable Constrained Test Problems Generator for Multi-objective Optimization**, in*Proceedings of the 2008 Second International Conference on Genetic and Evolutionary Computing (WGEC'2008)*, pp. 96--100, IEEE Computer Society, Washington, DC, USA, September 2008, ISBN 978-0-7695-3334-6. - Cui Chenggang, Yang Xiaofei and Gao Tingyu.
**A Self-adaptive Interior Penalty Based Differential Evolution Algorithm for Constrained Optimization**, in Ying Tan, Yuhui Shi and Carlos A. Coello Coello (editors),*Advances in Swarm Intelligence, 5th International Conference, ICSI 2014*, pp. 309--318, Springer. Lecture Notes in Computer Science Vol. 8795, Hefei, China, October 17-20, 2014, ISBN 978-3-319-11896-3. - Francisco Chicano, Darrell Whitley and Renato Tinós.
**Efficient Hill Climber for Constrained Pseudo-Boolean Optimization Problems**, in*2016 Genetic and Evolutionary Computation Conference (GECCO'2016)*, pp. 309--316, ACM Press, Denver, Colorado, USA, 20-24 July, 2016, ISBN 978-1-4503-4206-3. - P. Chootinan and A. Chen.
**Constraint Handling In Genetic Algorithms Using A Gradient-Based Repair Method.***Computers and Operations Reseach.*33(8):2263-2281, August 2006. - Alexandre Chotard, Anne Auger and Nikolaus Hansen.
**Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 159--166, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Alexandre Chotard and Martin Holena.
**A Generalized Markov-Chain Modelling Approach to (1,λ)-ES Linear Optimization**, in Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic and Jim Smith (editors),*Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference*, pp. 902--911, Springer. Lecture Notes in Computer Science Vol. 8672, Ljubljana, Slovenia, September 13-17, 2014, ISBN 978-3-319-10761-5. - Souma Chowdhury, George S. Dulikravich and Ramon J. Moral.
**Modified predator-prey algorithm for constrained and unconstrained multi-objective optimisation**,*International Journal of Mathematical Modelling and Numerical Optimisation*, Vol. 1, No. 1-2, pp. 1-38, 2009. - Souma Chowdhury and George S. Dulikravich.
**Improvements to single-objective constrained predator-prey evolutionary optimization algorithm**,*Structural and Multidisciplinary Optimization*, Vol. 41, No. 4, pp. 541-554, April, 2010. - P.C. Chu and J.E. Beasley.
**Constraint Handling in Genetic Algorithms: The Set Partitioning Problem.***Journal of Heuristics*, 4(4):323-357, December 1998. - Chao-Hsien Chu, G. Premkumar, Carey Chou and Jianzhong Sun.
**Dynamic Degree Constrained Network Design: A Genetic Algorithm Approach.**In Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1, pages 141-148, San Francisco, California, July 1999. Morgan Kaufmann. - Wei Chu, Xiaogang Gao and Soroosh Sorooshian.
**Handling boundary constraints for particle swarm optimization in high-dimensional search space**,*Information Sciences*, Vol. 181, No. 20, pp. 4569--4581, October 15, 2011. - Yao-Chen Chuang and Chyi-Tsong Chen.
**A Study of Real-Coded Genetic Algorithm for Process Optimization Using Ranking Selection, Direction-Based Crossover and Dyamic Mutation**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 2488--2495, IEEE Service Center, New Orleans, Louisiana, USA, 5--8 June, 2011. - Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen and Yaochu Jin.
**On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization**, in Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa and Ben Paechter (Editors),*Parallel Problem Solving from Nature -- PPSN XIV, 14th International Conference*, pp. 214--224, Springer. Lecture Notes in Computer Science Vol. 9921, Edinburgh, UK, September 17-21, 2016, ISBN 978-3-319-45822-9. - Chan-Jin Chung and Robert G. Reynolds.
**A Testbed for Solving Optimization Problems Using Cultural Algorithms**, in Lawrence J. Fogel, Peter J. Angeline and Thomas Bäck (editors),*Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming*, pages 225-236, Cambridge, Massachusetts, March 1996. MIT Press. - Tien-Tung Chung and Chia-Sheng Shih.
**Structural optimization using genetic algorithms with fuzzy rule-based systems**,*Journal of the Chinese Society of Mechanical Engineering*, Vol. 28, No. 5, pp. 523--532, October 2007. - Özer Ciftcioglu, Michael S. Bittermann and Rituparna Datta.
**Further note on the probabilistic constraint handling**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 3901--3908, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Lauren Clevenger, Lauren Ferguson and William E. Hart.
**Filter-based Evolutionary Algorithm for Constrained Optimization.***Evolutionary Computation*, 13(3):329 - 352, 2005. - Lauren M. Clevenger and William E. Hart.
**Convergence Examples of a Filter-Based Evolutionary Algorithm**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 666-677, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Genevieve Coath and Saman K. Halgamuge.
**A Comparison of Constraint-Handling Methods for the Application of Particle Swarm Optimization to Constrained Nonlinear Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 4, pages 2419-2425, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - R. Filomeno Coelho, PH. Bouillard and H. Bersini.
**PAMUC: A New Method to Handle Constraints and Multiobjectivity in Evolutionary Algorithms**, in Tadeusz Burczynski and Andrzej Osyczka (editors),*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 91-100. Kluwer Academic Publishers, Dordrecht/Boston/London, 2004. ISBN 1-4020-2266-2. - R.F. Coelho, H. Bersini and P. Bouillard.
**Parametrical mechanical design with constraints and preferences: application to a purge valve.***Computer Methods in Applied Mechanics and Engineering*, 192(39-40):4355-4378, 2003. - Leandro dos Santos Coelho.
**Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems**,*Expert Systems with Applications*, Vol. 37, No. 2, pp. 1676-1683, March, 2010. - Carlos A. Coello Coello.
**Self-Adaptive Penalties for GA-based Optimization**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 1, pages 573-580, Piscataway, New Jersey, July 1999. IEEE Service Center. - Carlos A. Coello Coello.
**A Survey of Constraint Handling Techniques used with Evolutionary Algorithms.**Technical Report Lania-RI-99-04, Laboratorio Nacional de Informática Avanzada, Xalapa, Veracruz, México, 1999. (Disponible en: http://www.lania.mx/~ccoello/constraint.html). - Carlos A. Coello Coello.
**The use of a multiobjective optimization technique to handle constraints**, in Alberto A. Ochoa Rodr?guez, Marta R. Soto Ortiz and Roberto Santana Hermida (editors),*Proceedings of the Second International Symposium on Artificial Intelligence (Adaptive Systems)*, pages 251-256, La Habana, Cuba, July 1999. Institute of Cybernetics, Mathematics and Physics, Ministry of Science, Technology and Environment. - Carlos A. Coello Coello.
**Constraint-handling using an evolutionary multiobjective optimization technique.***Civil Engineering and Environmental Systems*, 17:319-346, 2000. - Carlos A. Coello Coello.
**Treating Constraints as Objectives for Single-Objective Evolutionary Optimization.***Engineering Optimization*, 32(3):275-308, 2000. - Carlos A. Coello Coello.
**Use of a Self-Adaptive Penalty Approach for Engineering Optimization Problems.***Computers in Industry*, 41(2):113-127, January 2000. - Carlos A. Coello Coello and Nareli Cruz Cortés.
**Use of Emulations of the Immune System to Handle Constraints in Evolutionary Algorithms**, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts, Okan Erson and Stephen Kercel (editors),*Intelligent Engineering Systems through Artificial Neural Networks (ANNIE'2001)*, volume 11, pages 141-146, St. Louis Missouri, USA, November 2001. ASME Press. - Carlos A. Coello Coello.
**Theoretical and Numerical Constraint-Handling Techniques used with Evolutionary Algorithms: A Survey of the State of the Art**,*Computer Methods in Applied Mechanics and Engineering*, Vol. 191, No. 11--12, pp. 1245--1287, January 2002. - Carlos A. Coello Coello and Efrén Mezura-Montes.
**Handling Constraints in Genetic Algorithms Using Dominance-Based Tournaments.**In I.C. Parmee, editor,*Proceedings of the Fifth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2002)*, volume 5, pages 273-284, University of Exeter, Devon, UK, April 2002. Springer-Verlag. - Carlos A. Coello Coello and Ricardo Landa Becerra.
**Constrained Optimization Using an Evolutionary Programming-Based Cultural Algorithm.**In I.C. Parmee (editor),*Proceedings of the Fifth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2002)*, volume 5, pages 317-328, University of Exeter, Devon, UK, April 2002. Springer-Verlag. - Carlos A. Coello Coello and Nareli Cruz Cortés.
**A Parallel Implementation of an Artificial Immune System to Handle Constraints in Genetic Algorithms: Preliminary Results**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 819-824, Piscataway, New Jersey, May 2002. IEEE Service Center. - Carlos A. Coello Coello and Ricardo Landa Becerra.
**Adding Knowledge and Efficient Data Structures to Evolutionary Programming: A Cultural Algorithm for Constrained Optimization**, in W.B. Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke and N.Jonoska (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)*, pages 201-209, San Francisco, California, July 2002. Morgan Kaufmann Publishers. - Carlos A. Coello Coello and Efrén Mezura Montes.
**Constraint-handling in genetic algorithms through the use of dominance-based tournament selection.***Advanced Engineering Informatics*, 16(3):193-203, July 2002. - David W. Coit and Alice E. Smith.
**Penalty guided genetic search for reliability design optimization.***Computers and Industrial Engineering*, 30(4):895-904, September 1996. Special Issue on Genetic Algorithms. - David W. Coit and Alice E. Smith.
**Genetic algorithm to maximize a lower-bound for system time-to-failure with uncertain component weibull parameters.***Computers & Industrial Engineering*, 41(4):423-440, February 2002. - David W. Coit, Alice E. Smith and David M. Tate.
**Adaptive Penalty Methods for Genetic Optimization of Constrained Combinatorial Problems.***INFORMS Journal on Computing*, 8(2):173-182, Spring 1996. - Alberto Colorni, Marco Dorigo and Vittorio Maniezzo.
**Genetic Algorithms and Highly Constrained Problems: The Time Table Case**, in Hans-Paul Schwefel and Reinhard Männer (editors),*Proceedings of the 1st Parallel Problem Solving from Nature (PPSN I)*, pages 55-59, Heidelberg, Germany, October 1990. Dortmund, Germany, Springer-Verlag. Lecture Notes in Computer Science Vol. 496. - Mark Collins.
**An Algorithm for Evolving Protocol Constraints.**PhD thesis, Artificial Intelligence Applications Institute, School of Informatics, University of Edinburgh, 2006. - Susan Coombs and Lawrence Davis.
**Genetic Algorithms and Communication Link Speed Design: Constraints and Operators**, in John J. Grefenstette (editor),*Proceedings of the Second International Conference on Genetic Algorithms*, pages 257-260, Hillsdale, New Jersey, July 1987. Massachusetts Institute of Technology, Lawrence Erlbaum Associates. - Lino Costa and Pedro Oliveira.
**GAs in Global Optimization of Mixed Integer Non-Linear Problems**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 2, page 1773, San Francisco, California, July 1999. Morgan Kaufmann. - Antonio Costa, Giovanni Celano and Sergio Fichera.
**Optimization of Multi-Pass Turning Economies Through a Hybrid Particle Swarm Optimization Technique**,*International Journal of Advanced Manufacturing Technology*, Vol. 53, No. 5-8, pp. 421--433, March, 2011. - Lino Costa, Isabel A.C.P. Espirito Santo and Edite M.G.P. Fernandes.
**A hybrid genetic pattern search augmented Lagrangian method for constrained global optimization**,*Applied Mathematics and Computation*, Vol. 218, No. 18, pp. 9415--9426, May 15, 2012. - Lino Costa, Isabel Espirito Santo and Pedro Oliveira.
**An adaptive constraint handling technique for evolutionary algorithms**,*Optimization*, Vol. 62, No. 2, pp. 241--253, February 1, 2013. - C. Cotta and A. J. Fernández.
**Solving Constrained Optimization Problems With Hybrid Evolutionary Algorithms**, in Enrique Alba, Christian Blum, Pedro Isasi, Coromoto León and Juan Antonio Gómez (editors),*Optimization Techniques for Solving Complex Problems*, Chapter 7, pp. 101--121, Wiley, New Jersey, USA, 2009, ISBN 978-0-470--29332-4. - Carlos Cotta, Juan J. Merelo Guervós, Antonio M. Mora García and Thomas Philip Runarsson.
**Entropy-Driven Evolutionary Approaches to the Mastermind Problem**. in Robert Schaefer, Carlos Cotta, Joanna Kolodziej and Günter Rudolph (editors),*Parallel Problem Solving from Nature--PPSN XI, 11th International Conference, Proceedings, Part II*, pp. 421--431, Springer, Lecture Notes in Computer Science Vol. 6239, Kraków, Poland, September, 2010. - B.G.W. Craenen, A. E. Eiben and E. Marchiori.
**Solving Constraint Satisfaction Problems with Heuristic-Based Evolutionary Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1571-1577, Piscataway, New Jersey, July 2000. IEEE Service Center. - B.G.W. Craenen, A. E. Eiben, E. Marchiori and A.G. Steenbeek.
**Combining Local Search and Fitness Function Adaptation in a GA for Solving Binary Constraint Satisfaction Problems**, in Darrell Whitley, David Goldberg, Erick Cantú-Paz, Lee Spector, Ian Parmee and Hans-Georg Beyer (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)*, page 381, San Francisco, California, July 2000. Morgan Kaufmann. - B.G.W. Craenen and A.E. Eiben.
**Stepwise Adaptation of Weights with Refinement and Decay on Constraint Satisfaction Problems**, in Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon,and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001),*pages 291--298, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - B.G.W. Craenen and A.E. Eiben.
**An Experimental Comparison of SAWing EAs for a new Class of Random Binary CSPs**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 878-883, Piscataway, New Jersey, May 2002. IEEE Service Center. - B.G.W. Craenen, A.E. Eiben and J.I. van Hemert.
**Comparing Evolutionary Algorithms on Binary Constraint Satisfaction Problems.***IEEE Transactions on Evolutionary Computation*, 7(5):424-444, October 2003. - B.G.W. Craenen and B. Paechter.
**A tabu search evolutionary algorithm for solving constraint satisfaction problems**, in Thomas Philip Runarsson, Hans-Georg Beyer, Edmund Burke, Juan J. Merelo-Guervós, L. Darrell Whitley and Xin Yao (editors),*Parallel Problem Solving from Nature - PPSN IX, 9th International Conference*, pages 152-161. Springer. Lecture Notes in Computer Science Vol. 4193, Reykjavik, Iceland, September 2006. - Bart G. W. Craenen and Ben Paechter.
**A Conflict Tabu Search Evolutionary Algorithm for Solving Constraint Satisfaction Problems**, in Jano van Hemert and Carlos Cotta (editors),*Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008*, pp. 13-24, Springer, Lecture Notes in Computer Science Vol. 4972, Naples, Italy, March 2008. - Matej Crepinsek, Shih-Hsi Liu and Luka Mernik.
**A note on teaching-learning-based optimization algorithm**,*Information Sciences*, Vol. 212, pp. 79--93, December 1, 2012. - William A. Crossley and Edwin A. Williams.
**A Study of Adaptive Penalty Functions for Constrained Genetic Algorithm Based Optimization**, in*AIAA 35th Aerospace Sciences Meeting and Exhibit*, Reno, Nevada, January 1997. AIAA Paper 97-0083. - Nareli Cruz-Cortés, Daniel Trejo-Pérez and Carlos A. Coello Coello.
**Handling Constraints in Global Optimization using an Artificial Immune System.**In Christian Jacob, Marcin L. Pilat, Peter J. Bentley and Jonathan Timmis (editors),*Artificial Immune Systems. 4th International Conference, ICARIS 2005*, pages 234-247, Banff, Canada, August 2005. Springer. Lecture Notes in Computer Science Vol. 3627. - André V. Abs da Cruz, Marley B. R. Vellasco and Marco Aurélio Cavalcanti Pacheco.
**Evolutionary System with Precedence Constraints for Ore Harbor Schedule Optimization**, in Mario Giacobini et al. (editors),*Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC and EvoTransLog*, pp. 689-698, Springer, Lecture Notes in Computer Science Vol. 4974, Naples, Italy, March 2008. - Nareli Cruz-Cortés.
**Handling Constraints in Global Optimization Using Artificial Immune Systems: A Survey**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 11, pp. 237-262, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Erik Cuevas and Miguel Cienfuegos.
**A new algorithm inspired in the behavior of the social-spider for constrained optimization**,*Expert Systems with Applications*, Vol. 41, No. 2, pp. 412--425, February 1, 2014. - Erik Cuevas, Margarita Arimatea Díaz Cortés and Diego Alberto Oliva Navarro.
**Advances of Evolutionary Computation: Methods and Operators**, Springer, Switzerland, 2016, ISBN 978-3-319-28502-3. - Cheng-gang Cui, Yan-jun Li, and Tie-jun Wu.
**A relative feasibility degree based approach for constrained optimization problems**,*Journal of Zhejiang University-Science C-Computers & Electronics*, Vol. 11, No. 4, pp. 249-260, April, 2010. - Lijie Cui, George Kuczera and Mohammad Mortazavi.
**Multi-Objective Optimization for Water Supply System with Constraints Handling**, in*35th World Congress of the International-Association-for-Hydro-Environment-Engineering-and-Research (IAHR)*, Tsinghua University Press, Chengdu, China, September 8-13, 2013, ISBN 978-7-302-33544-3. - Tianxiang Cui, Shi Cheng and Ruibin Bai.
**A Combinatorial Algorithm for The Cardinality Constrained Portfolio Optimization Problem**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 491--498, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Keshav P. Dahal, Stuart J. Galloway and Chris J. Aldridge.
**Developing GA-based Hybrid approaches for a Real-world Mixed-integer Scheduling Problem**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1887-1894, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Moayed Daneshyari and Gary G. Yen.
**Talent Based Social Algorithm for Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 786-791, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Moayed Daneshyari and Gary G. Yen.
**Solving constrained optimization using multiple swarm cultural PSO with inter-swarm communication**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 4126--4133, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Moayed Daneshyari and Gary G. Yen.
**Constrained Multiple-Swarm Particle Swarm Optimization Within a Cultural Framework**,*IEEE Transactions on Systems Man and Cybernetics Part A-Systema and Humans*, Vol. 42, No. 2, pp. 475--490, March 2012. - Angan Das and Ranga Vemuri.
**A Self-learning Optimization Technique for Topology Design of Computer Networks**, in Mario Giacobini et al. (editors),*Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC and EvoTransLog*, pp. 38-51, Springer, Lecture Notes in Computer Science Vol. 4974, Naples, Italy, March 2008. - Swagatam Das and Ponnuthurai Nagaratnam Suganthan.
**Differential Evolution: A Survey of the State-of-the-Art**,*IEEE Transactions on Evolutionary Computation*, Vol. 15, No. 1, pp. 27--54, February, 2011. - Eduardo K. da Silva, Helio J. C. Barbosa and Afonso C. C. Lemonge.
**An Adaptive Constraint Handling Technique for Differential Evolution With Dynamic Use of Variants in Engineering Optimization**,*Optimization and Engineering*, Vol. 12, No. 1-2, pp. 31--54, March, 2011. - Dipankar Dasgupta and Zbigniew Michalewicz, editors.
**Evolutionary Algorithms in Engineering Applications****.**Springer-Verlag, Berlin, 1997. - Rituparna Datta and Kalyanmoy Deb.
**A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints**, in Ricardo H.C. Takahashi, Kalyanmoy Deb, Elizabeth F. Wanner and Salvatore Grecco (editors),*Evolutionary Multi-Criterion Optimization, 6th International Conference, EMO 2011*, pp. 313--327, Springer. Lecture Notes in Computer Science Vol. 6576, Ouro Preto, Brazil, April 2011. - Rituparna Datta and Kalyanmoy Deb.
**An adaptive normalization based constrained handling methodology with hybrid bi-objective and penalty function approach**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 3159--3166, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Rituparna Datta, Michael S. Bittermann, Kalyanmoy Deb and Özer Ciftcioglu.
**Probabilistic Constraint Handling in the Framework of Joint Evolutionary-Classical Optimization with Engineering Applications**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 2038--2045, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Rituparna Datta and Kalyanmoy Deb.
**Individual Penalty Based Constraint handling Using a Hybrid Bi-Objective and Penalty Function Approach**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2720--2727, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Rituparna Datta, Kalyanmoy Deb, M. Fernanda P. Costa and A. Gaspar-Cunha.
**An Evolutionary Algorithm based Pattern Search Approach for Constrained Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1355--1362, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Rituparna Datta, Kalyanmoy Deb and Aviv Segev.
**A Bi-objective Hybrid Constrained Optimization (HyCon) Method Using a Multi-Objective and Penalty Function Approach**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 317--324, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - David A. Daum, Kalyanmoy Deb and Jürgen Branke.
**Reliability-Based Optimization for Multiple Contstraints with Evolutionary Algorithms**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 911-918, IEEE Press, Singapore, September 2007. - Yuval Davidor.
**Analogous Crossover**, in J. David Schaffer, editor,*Proceedings of the Third International Conference on Genetic Algorithms (ICGA-89)*, pages 98-103, San Mateo, California, June 1989. George Mason University, Morgan Kaufmann Publishers. - Yuval Davidor.
**Genetic Algorithms and Robotics : A Heuristic Strategy for Optimization****.**World Scientific Publishing Co., Singapore, 1990. - Yuval Davidor.
**A Genetic Algorithm Applied To Robot Trajectory Generation**, in Lawrence Davis (editor),*Handbook of Genetic Algorithms*, chapter 12, pages 144-165. Van Nostrand Reinhold, New York, New York, 1991. - Lawrence Davis.
**Genetic Algorithms and Simulated Annealing****.**Pitman, London, 1987. - Lawrence Davis.
**Applying Adaptive Algorithms to Epistatic Domains**, in*Procedings of the 9th IJCAI*, pages 162-164, Los Angeles, CA, 1985. - Lawrence Davis, editor.
**Handbook of Genetic Algorithms****.**Van Nostrand Reinhold, New York, New York, 1991. - J.M. de la Cruz, B. de Andres-Toro, A. Herran, E.B. Porta and P.F. Blanco.
**Multiobjective optimization of the transport in oil pipelines networks**, in*ETFA 2003: IEEE Conference on Emerging Technologies and Factory Automation*, pp. 566--573, IEEE Press, Lisbon, Portugal, September 16-19, 2003, ISBN 0-7803-7937-3. - J.M. de la Cruz-García, J.L. Risco-Martín, A. Herrán González and P. Fernánadez-Blanco.
**Hybrid Heuristic and Mathematical Programming in Oil Pipelines Networks**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 1479-1486, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Rodrigo Ribeiro de Lucena, Juliana Souza Baioco, Beatriz Souza Leite Pires de Lima, Carl Horst Albrecht and Breno Pinheiro Jacob.
**Optimal design of submarine pipeline routes by genetic algorithm with different constraint handling techniques**,*Advances in Engineering Software*, Vol. 76, pp. 110--124, October 2014. - Kalyanmoy Deb.
**Optimal Design of a Welded Beam via Genetic Algorithms.***AIAA Journal*, 29(11):2013-2015, November 1991. - Kalyanmoy Deb and Mayank Goyal.
**A Combined Genetic Adaptive Search GeneAS for Engineering Design.***Computer Science and Informatics*, 26(4):30-45, 1996. - Kalyanmoy Deb.
**GeneAS: A Robust Optimal Design Technique for Mechanical Component Design**, in Dipankar Dasgupta and Zbigniew Michalewicz (editors),*Evolutionary Algorithms in Engineering Applications*, pages 497-514. Springer-Verlag, Berlin, 1997. - Kalyanmoy Deb and Mayank Goyal.
**Optimizing Engineering Designs Using a Combined Genetic Search.**In Thomas Bäck (editor),*Proceedings of the Seventh International Conference on Genetic Algorithms (ICGA-97)*, pages 521-528, San Francisco, California, July 1997. Morgan Kaufmann. - Kalyanmoy Deb.
**An Efficient Constraint Handling Method for Genetic Algorithms.***Computer Methods in Applied Mechanics and Engineering*, Vol. 186, No. 2/4, pp. 311--338, 2000. - Kalyanmoy Deb and Koushik Pal.
**Efficiently Solving: A Large-Scale Integer Linear Program Using a Customized Genetic Algorithm.**In Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1054-1065, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Kalyanmoy Deb, Swanand Lele and Rituparna Datta.
**A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization**, in Lishan Kang, Yong Liu and Sanyou Zeng (editors),*Advances in Computation and Intelligence, Second International Symposium, ISICA 2007*, pp. 36--45, Springer. Lecture Notes in Computer Science Vol. 4683, Wuhan, China, September 21-23, 2007. - Kalyanmoy Deb and Rituparna Datta.
**A Fast and Accurate Solution of Constrained Optimization Problems Using a Hybrid Bi-Objective and Penalty Function Approach**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 165-172, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Kalyanmoy Deb and Soumil Srivastava.
**A genetic algorithm based augmented Lagrangian method for constrained optimization**,*Computational Optimization and Applications*, Vol. 53, No. 3, pp. 869--902, December 2012. - Kalyanmoy Deb and Rituparna Datta.
**A bi-objective constrained optimization algorithm using a hybrid evolutionary and penalty function approach**,*Engineering Optimization*, Vol. 45, No. 5, pp. 503--527, May 1, 2013. - Kusum Deep and Dipti.
**A self-organizing migrating genetic algorithm for constrained optimization**,*Applied Mathematics and Computation*, Vol. 198, No. 1, pp. 237--250, April 15, 2008. - Shantanab Debchoudhury, Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos and Ankur Mondal.
**Modified Estimation of Distribution Algorithm with Differential Mutation for Constrained Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1724--1731, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Pieterjan Demarcke, Hendrik Rogier, Roald Goossens and Peter De Jaeger.
**Beaforming in the Presence of Mutual Coupling Based on Constrained Particle Swarm Optimization**,*IEEE Transactions on Antennas and Propagation*, Vol. 57, No. 6, pp. 1655-1666, June 2009. - Luis de-Marcos, Antonio García, Eva García, José J. Martínez, José A. Gutiérrez, Roberto Barchino, José M. Gutiérrez, José R. Hilera and Salvador Otón.
**An adaptation of the parliamentary metaheuristic for permutation constraint satisfaction**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 834--841, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Vinicius Veloso de Melo and Grazieli Luiza Costa Carosio.
**Evaluating differential evolution with penalty function to solve constrained engineering problems**,*Expert Systems with Applications*, Vol. 39, No. 9, pp. 7860--7863, July 2012. - Vinícius Veloso de Melo and Giovanni Iacca.
**A Modified Covariance Matrix Adaptation Evolution Strategy with Adaptive Penalty Function and Restart for Constrained Optimization**,*Expert Systems with Applications*, Vol. 41, No. 16, pp. 7077--7094, November 2014. - Michael de Paly and Andreas Zell.
**Optimal Irrigation Scheduling with Evolutionary Algorithms**. in Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, Andreas Fink and Penousal Machado, (editors),*Applications of Evolutionary Computing (EvoWorkshops 2009)*, pp. 142-151, Springer, Lecture Notes in Computer Science, Vol. 5484, Heidelberg, Germany, 2009. - Türkay Dereli and Í. Hüseyin Filiz.
**Optimisation of process planning functions by genetic algorithms.**Computers & Industrial Engineering, 36(2):281-308, April 1999. - Manoj Kumar Dhadwal, Sung Nam Jung and Chang Joo Kim.
**Advanced particle swarm assisted genetic algorithm for constrained optimization problems**,*Computational Optimization and Applications*, Vol. 58, No. 3, pp. 781--806, July 2014. - Jarnail S. Dhillon, J. S. Dhillon and D. P. Kothari.
**Real Coded Genetic Algorithm for Stochastic Hydrothermal Generation Scheduling**,*Journal of Systems Science and Systems Engineering*, Vol. 20, No. 1, pp. 87--109, March, 2011. - Daniel Diaz, Florian Richoux, Philippe Codognet, Yves Caniou and Salvador Abreu.
**Constraint-Based Local Search for the Costas Array Problem**, in Youssef Hamadi and Marc Schoenauer (editors),*Learning and Intelligent Optimization, 6th International Conference, LION 6*, pp. 378--383, Springer. Lecture Notes in Computer Science Vol. 7219, Paris, France, January 16-20, 2012. - Elizabeth Dicke andrew Byde, Paul Layzell and David Cliff.
**Using a Genetic Algorithm to Design and Improve Storage Area Network Architectures**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1066-1077, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag.Lecture Notes in Computer Science Vol. 3102. - Rui Ding, Hongbin Dong, Jun He and Yuxin Dong.
**An Improved Partheno-Genetic Algorithm for the Multi-constrained Problem of Curling Match Arrangement**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 957--964, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Y. Diouane, S. Gratton and L.N. Vicente.
**Globally convergent evolution strategies for constrained optimization**,*Computational Optimization and Applications*, Vol. 62, No. 2, pp. 323--346, November 2015. - Saúl Domínguez-Isidro, Efrén Mezura-Montes and Guillermo Leguizamón.
**Memetic Differential Evolution for Constrained Numerical Optimization Problems**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2996--3003, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Wei Dong, Sanyou Zeng, Yong Wu, Dayue Guo, Lunan Qiao and Zhiqun Liu.
**Linear Sparse Arrays Designed by Dynamic Constrained Multi-Objective Evolutionary Algorithm**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 3067--3072, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Ning Dong and Yuping Wang.
**An Unbiased Bi-Objective Optimization Model and Algorithm for Constrained Optimization**,*International Journal of Pattern Recognition and Artificial Intelligence*, Vol. 28, No. 8, Article Number: 1459008, December 2014. - Minggang Dong, Ning Wang, Xiaohui Cheng and Chuanxian Jiang.
**Composite Differential Evolution with Modified Oracle Penalty Method for Constrained Optimization Problems**,*Mathematical Problems in Engineering*, Article Number: 617905, 2014. - Raphaël Dorne and Jin-Kao Hao.
**Constraint Handling in Evolutionary Search: A Case Study of the Frequency Assignment**, in H.-M. Voigt, W. Ebeling, I. Rechenberg and H.-P. Schwefel (editors),*Proceedings of the Fourth Conference on Parallel Problem Solving from Nature (PPSN IV)*, pages 801-810, Heidelberg, Germany, September 1996. Berlin, Germany, Springer-Verlag. - Gerry Dozier.
**Evolutionary Hill-Climbing, Virtual Constraints and Recurrent Dynamic CSPs**, in Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)*, page 758, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - Gerry Dozier.
**A Comparison of Adaptive Virtual Constraint Identification Strategies for Recurrent Dynamic Constraint Satisfaction.**In*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 552-557, Piscataway, New Jersey, May 2002. IEEE Service Center. - Gerry Dozier.
**Recurrent Distributed Constraint Satisfaction via Genetic and Evolutionary Societies of Hill Climbers**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 273-279, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Gerry Dozier, James Bowen and Dennis Bahler.
**Solving Small and Large Scale Constraint Satisfaction Problems Using a Heuristic-Based Microgenetic Algorithm**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 306-311, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Gerry Dozier, Hurley Cunningham, Winard Britt and Funing Zhang.
**Distributed Constraints Satisfaction, Restricted Recombination and Hybrid Genetic Search**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1078-1087, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Stephen Drake and Phil Husbands.
**Survival of the Sickest: A Site-Specific Recombination Operator for Accelerated Function Optimization.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 1374-1381, Piscataway, New Jersey, May 2001. IEEE Service Center. - Lin Du and John Bigham.
**Constrained Coverage Optimisation for Mobile Cellular Networks**, in Günther Raidl et al. (editor),*Applications of Evolutionary Computing. Evoworkshops 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB and EvoSTIM*, pp. 199--210, Springer Verlag. Lecture Notes in Computer Science Vol. 2611, Essex, UK, April 2003. - L. Du, J. Bigham and L. Cuthbert.
**Towards Intelligent Geographic Load Balancing for Mobile Cellular Networks.***IEEE Transactions on Systems, Man and Cybernetics Part C*, Vol. 33, No. 4, pp. 480--491, November 2003. - Xuan Du, Zongbin Li and Guohui Zhang,
**Optimization of Printed Circuit Board Assignment and Component Allocation in Assembly Line**,*Advanced Materials Research*, Vols. 97-101, pp. 2455--2458, 2010. - Gang Duan, Yixin Yu and ZhaoYang Dong.
**Power Distribution System Planning with Global Optimization**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 419-423, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Susana Duarte-Flores and Jim Smith.
**Study of Fitness Landscapes for the HP model of Protein Structure Prediction**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 2338-2345, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - G.S. Dulikravich, T.J. Martin, B.H. Dennis and N.F. Foster.
**Multidisciplinary Hybrid Constrained GA Optimization**, in*EUROGEN'99 - Evolutionary Algorithms in Engineering and Computer Science: Recent Advances and Industrial Applications*, pp. 1-25, John Wiley & Sons, Jyvaskyla, Finland, May 30 - June 3, 1999. - Marc Ebner.
**Estimating the Spectral Sensitivity of a Digital Sensor using Calibration Targets**, in Dirk Thierens et al. (editors),*2007 Genetic and Evolutionary Computation Conference (GECCO 2007)*, pp. 642--649, Vol. 1, ACM Press, London, UK, July 2007 - William Edelson and Michael L. Gargano.
**Feasible Encodings for GA Solutions of Constrained Minimal Spanning Tree Problems**, in Darrell Whitley, David Goldberg, Erick Cantú-Paz, Lee Spector, Ian Parmee and Hans-Georg Beyer (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)*, page 754, San Francisco, California, July 2000. Morgan Kaufmann. - Mauricio Granada Echeverri, Jesus Maria Lopez Lezama and Ruben Romero.
**An efficient constraint handling methodology for multi-objective evolutionary algorithms**,*Revista Facultad de Ingenieria-Universidad de Antioquia*, Vol. 49, pp. 141-150, September, 2009. - José Alberto Egea Larrosa.
**New Heuristics for Global Optimization of Complex Bioprocesses**. PhD thesis, Departamento de Ingeniería Química, Universidad de Vigo, España, 2008. [*abstract*] - José A. Egea, Eva Balsa-Canto, Maria-Sonia G. Garcia and Julio R. Banga.
**Dynamc Optimization of Nonlinear Processes with an Enhanced Scatter Search Method**,*Industrial & Engineering Chemistry Research*, Vol. 48, No. 9, pp. 4388-4401, May 6 2009 . - A. E. Eiben, B. Jansen, Z. Michalewicz and Ben Paechter.
**Solving CSPs using Self-Adaptive Constraint Weights: how to prevent EAs from cheating**, in Darrell Whitley, David Goldberg, Erick Cantú-Paz, Lee Spector, Ian Parmee and Hans-Georg Beyer (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)*, pages 128-134, San Francisco, California, July 2000. Morgan Kaufmann. - A. E. Eiben, P.-E. Raué and Zs. Ruttkay.
**GA-easy and GA-hard constraint satisfaction problems**, in M. Meyer (editor),*Proceedings of the ECAI'94 Workshop on Constraint Processing*, pages 267-284. Springer-Verlag, 1995. - A. E. Eiben and Zs. Ruttkay.
**Self-adaptivity for Constraint Satisfaction: Learning Penalty Functions**, in*Proceedings of the 3rd IEEE Conference on Evolutionary Computation*, pages 258-261, Piscataway, New Jersey, 1996. IEEE Service Center. - A. E. Eiben and J. K. van der Hauw.
**Adaptive penalties for evolutionary graph coloring**, in J.-K Hao, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Artificial Evolution'97*, pages 95-106, Berlin, 1998. Springer-Verlag. Lecture Notes in Computer Science Vol. 1363. - A. E. Eiben, J. K. van der Hauw and J. I. van Hemert.
**Graph Coloring with Adaptive Evolutionary Algorithms.***Journal of Heuristics*, 4(1):25-46, 1998. - A. E. Eiben, J. I. van Hemrt, E. Marchiori and A. G. Steenbeek.
**Solving Binary Constraint Satisfaction Problems Using Evolutionary Algorithms with an Adaptive Fitness Function**, in A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 201-210, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - A.E. Eiben.
**Evolutionary Algorithms and Constraint Satisfaction: Definitions, Survey, Methodology and Research Directions.**In L. Kallel, B. Naudts and A. Rogers (editors),*Theoretical Aspects of Evolutionary Computing*, pages 13-58. Springer, 2001. - Ehab Z. Elfeky, Ruhul A. Sarker and Daryl L. Essam,
**A simple ranking and selection for constrained evolutionary optimization.**Simulated Evolution and Learning, Proceedings,*Springer, Lecture Notes in Computer Science*, Vol. 4247, pp. 537--544, 2006. - Ehab Z. Elfeky, Ruhul A. Sarker and Daryl L. Essam.
**Analyzing the simple ranking and selection process for constrained evolutionary optimization**,*Journal of Computer Science and Technology*, Vol. 23, No. 1, pp. 19--34, January 2008 - Ehab Z. Elfeky, Ruhul A. Sarker and Daryl L. Essam.
**Task Decomposition for Optimization Problem Solving**, in Xiaodong Li, Michael Kirley, Mengjie Zhang, David G. Green, Victor Ciesielski, Hussein A. Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke and Yuhui Shi (editors),*Simulated Evolution and Learning, 7th International Conference, SEAL 2008*, pp. 329--338, Springer. Lecture Notes in Computer Science, Vol. 5361, Melbourne, Australia, December 2008. - A.I. El-Gallad, M.E. El-Hawary and A.A. Sallam.
**Swarming of Intelligent Particles for Solving the Nonlinear Constrained Optimization Problem.***Engineering Intelligent Systems for Electrical Engineering and Communications*, 9(3):155-163, September 2001. - Chris Ellis and R. Paul Wiegand.
**Actuation Constraints and Artificial Physics Control**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 389--398, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008 - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**A Comparative Study of Different Variants of Genetic Algorithms for Constrained Optimization**, in Kalyanmoy Deb, Arnab Bhattacharya, Nirupam Chakraborti, Partha Chakroborty, Swagatam Das, Joydeep Dutta, Santosh K. Gupta, Ashu Jain, Varun Aggarwal, Jürgen Branke, Sushil J. Louis and Kay Chen Tan (editors),*Simulated Evolution and Learning, 8th International Conference, SEAL 2010*, pp. 177--186, Springer. Lecture Notes in Computer Science Vol. 6457, Kanpur, India, December 1-4, 2010. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**Multi-operator based evolutionary algorithms for solving constrained optimization problems**,*Computers & Operations Research*, Vol. 38, No. 12, pp. 1877--1896, December 2011. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**Integrated Strategies Differential Evolution Algorithm with a Local Search for Constrained Optimization**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 2618--2625, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**GA with a New Multi-Parent Crossover for Constrained Optimization**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 857--864, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**GA with a New Multi-Parent Crossover for Solving IEEE-CEC2011 Competition Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1034--1040, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**Differential Evolution with Multiple Strategies for Solving CEC2011 Real-world Numerical Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1041--1048, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**On an evolutionary approach for constrained optimization problem solving**,*Applied Soft Computing*, Vol. 12, No. 10, pp. 3208--3227, October 2012. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**Memetic Multi-Topology Particle Swarm Optimizer for Constrained Optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 54--61, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Saber M. Elsayed, Ruhul A. Sarker and Tapabrata Ray.
**Parameters Adaptation in Differential Evolution**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 2989--2996, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**The Influence of the Number of Initial Feasible Solutions on the Performance of an Evolutionary Optimization Algorithm**, in Lam Thu Bui and Yew Soon Ong and Nguyen Xuan Hoai and Hisao Ishibuchi and Ponnuthurai Nagaratnam Suganthan (editors),*Simulated Evolution and Learning, 9th International Conference, SEAL 2012*, pp. 1--11, Springer. Lecture Notes in Computer Science Vol. 7673, Hanoi, Vietnam, December 16-19, 2012. - Saber M. Elsayed, Ruhul A. Sarker and Efrén Mezura-Montes.
**Particle Swarm Optimizer for Constrained Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2703--2711, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**An Improved Self-Adaptive Differential Evolution Algorithm for Optimization Problems**,*IEEE Transactions on Industrial Informatics*, Vol. 9, No. 1, pp. 89--99, February 2013. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**Adaptive Configuration of evolutionary algorithms for constrained optimization**,*Applied Mathematics and Computation*, Vol. 222, pp. 680--711, October 1, 2013. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**United Multi-Operator Evolutionary Algorithms**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 1006--1013, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Saber M. Elsayed, Ruhul A. Sarker and Efrén Mezura-Montes.
**Self-adaptive mix of particle swarm methodologies for constrained optimization**,*Information Sciences*, Vol. 277, pp. 216--233, September 1, 2014. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**A Self-Adaptive Combined Strategies Algorithm for Constrained Optimization Using Differential Evolution**,*Applied Mathematics and Computation*, Vol. 241, pp. 267--282, August 15, 2014. - Saber M. Elsayed, Ruhul A. Sarker and Daryl L. Essam.
**A New Genetic Algorithm for Solving Optimization Problems**,*Engineering Applications of Artificial Intelligence*, Vol. 27, pp. 57--59, January, 2014. - Saber Elsayed, Ruhul Sarker and Carlos Coello Coello.
**Enhanced Multi-operator Differential Evolution for Constrained Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4191--4198, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Fuat Erbatur, Oguzhan Hasançebi, Ilker Tütüncü and Hakan Kiliç.
**Optimal design of planar and space structures with genetic algorithms.***Computers and Structures*, 75(2):209-224, March 2000. - Fatma Corut Ergin and Aysegül Yayimli and Sima Uyar.
**An Evolutionary Algorithm for Survivable Virtual Topology Mapping in Optical WDM Networks**. in Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, Andreas Fink and Penousal Machado, (editors),*Applications of Evolutionary Computing (EvoWorkshops 2009)*, pp. 31-40, Springer, Lecture Notes in Computer Science, Vol. 5484, Heidelberg, Germany, 2009. - Andreas T. Ernst and Gaurav Singh.
**Lagrangian Particle Swarm Optimization for a Resource Constrained Machine Scheduling Problem**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 536--543, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Larry J. Eshelman and J. Davis Schaffer.
**Real-coded Genetic Algorithms and Interval-Schemata**, in L. Darrell Whitley (editor),*Foundations of Genetic Algorithms 2*, pages 187-202. Morgan Kaufmann Publishers, San Mateo, California, 1993. - Hadi Eskandar, Ali Sadollah, Ardeshir Bahreininejad and Mohd Hamdi.
**Water cycle algorithm - A novel metaheuristic optimization method for solving constrained engineering optimization problems**,*Computers & Structures*, Vol. 110, pp. 151--166, November 2012. - Majid Esmaelian, Francisco J. Santos-Arteaga, Madjid Tavana and Masoumeh Vali.
**Subdividing Labeling Genetic Algorithm: A new method for solving continuous nonlinear optimization problems**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 773--780, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - E. Falkenauer.
**A new representation and operators for genetic algorithms applied to grouping problems.***Evolutionary Computation*, 2(2):123-144, 1994. - Zhun Fan, Jinchao Liu, Torben Sorensen and Pan Wang.
**Improved Differential Evolution Based on Stochastic Ranking for Robust Layout Synthesis of MEMS Components**,*IEEE Transactions on Industrial Electronics*, Vol. 56, No. 4, pp. 937-948, April 2009. - Jianchao Fan and Min Han.
**Nonlinear Model Predictive Control of Ball-Plate System Based on Gaussian Particle Swarm Optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 3122--3127, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Qinqin Fana and Xuefeng Yan.
**Differential evolution algorithm with co-evolution of control parameters and penalty factors for constrained optimization problems**,*Asia-Pacific Journal of Chemical Engineering*, Vol. 7, No. 2, pp. 227--235, March-April, 2012. - Zhun Fan, Yi Fang, Wenji Li, Jiewei Lu, Xinye Cai and Caimin Wei.
**A Comparative Study of Constrained Multi-Objective Evolutionary Algorithms on Constrained Multi-Objective Optimization Problems**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 209--216, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - Hsiao-Lan Fang, David Corne and Peter Ross.
**A Genetic Algorithm for Job-Shop Problems with Various Schedule Quality Criteria.**In Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 39-49, Brighton, U.K., April 1996. Springer-Verlag. Lecture Notes in Computer Science No. 1143. - Xianwen Fang, Changjun Jiang and Xiaoqin Fan.
**Independent Global Constraints for Web Service Composition Based on GA and APN**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 119-126, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Raziyeh Farmani and Jonathan A. Wright.
**Self-Adaptive Fitness Formulation for Constrained Optimization.***IEEE Transactions on Evolutionary Computation*, 7(5):445-455, October 2003. - S. Favuzza, M.G. Ippolito and E.R. Sanseverino.
**Crowded comparison operators for constraints handling in NSGA-II for optimal design of the compensation system in electrical distribution networks.***Advances Engineering Informatics*, 20(2):201-211, April 2006. - M. Fesanghary, M. Mahdavi, M. Minary-Jolandan and Y. Alizadeh.
**Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems**,*Computer Methods in Applied Mechanics and Engineering*, Vol. 197, Nos. 33--40, pp. 3080--3091, 2008 - M. Fesanghary and M. M. Ardehali.
**A novel meta-heuristic optimization methodology for solving various types of economic dispatch problem**,*Energy*, Vol. 34, No. 6, pp. 757-766, June 2009 . - L. Ferguson and W. E. Hart.
**A filter-based evolutionary algorithm for constrained optimization**, in S.H. Chen, H.D. Cheng, D.K.Y. Chiu, S. Das, R. Duro, E.E. Kerre, H.V. Leong, Q. Li, M. Lu, M.G. Romay, D. Ventura and J. Wu (editors),*Proceedings of The 7th Joint Conference on Information Sciences*, pp. 287--290, Association for Intelligent Machinery, Reseach Triangle Park, North Carolina, USA, September 26-30, 2003, ISBN 0-9707890-2-5. - Patryk Filipiak and Piotr Lipinski.
**Infeasibility Driven Evolutionary Algorithm with Feed-forward Prediction Strategy for Dynamic Constrained Optimization Problems**, in Anna I. Esparcia-Alc\'{a}zar et al. (Editors),*Applications of Evolutionary Computation, 17th European Conference, EvoApplications 2014*, pp. 817--828, Springer. Lecture Notes in Computer Science Vol. 8602, Granada, Spain, April 23-25, 2014. - R. Filomeno-Coelho, PH. Bouillard and H. Bersini.
**PAMUC: A new method to handle with constraints and multiobjectivity in evolutionary algorithms**, in*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 21-22. Cracow, Poland, September 2002. - Rajan Filomeno-Coelho, Hugues Bersini and Philippe Bouillard.
**Parametrical Mechanical Design with Constraints and Preferences: Application to a Purge Valve.***Computer Methods in Applied Mechanics and Engineering*, 192(39-40):4355-4378, September 2003. - Rajan Filomeno-Coelho.
**Multicriteria Optimization with Expert Rules for Mechanical Design**PhD thesis, Faculté des Sciences Appliquées, Université Libre de Bruxelles, Belgium, 2004. - Amy FitzGerald and Diarmuid P. O'Donoghue.
**Genetic Repair for Optimization under Constraints Inspired by Arabidopsis Thaliana**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 399--408, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008 - Amy FitzGerald and Diarmuid P. O'Donoghue.
**Biologically Inspired Non-Mendelian Repair for Constraint Handling in Evolutionary Algorithms**, in*GECCO-2010 Companion Publication: Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference*, pp. 1817--1823, ACM Press, Portland, Oregon, USA, July 7-11, 2010, ISBN 978-1-4503-0073-5. - Amy FitzGerald, Diarmuid P. O'Donoghue and Xinyu Liu.
**Genetic Repair Strategies Inspired by Arabidopsis thaliana**, in Lorcan Coyle and Jill Freyne (editors),*Artificial Intelligence and Cognitive Science, 20th Irish Conference, AICS 2009*, pp. 61--71, Springer. Lecture Notes in Artificial Intelligence Vol. 6206, Dublin, Ireland, August 19-21, 2010. - Jorge Isacc Flores-Mendoza and Efrén Mezura-Montes.
**Looking Inside Particle Swarm Optimization in Constrained Search Spaces**, in Alexander F. Gelbukh and Eduardo F. Morales (editors)*MICAI 2008: Advances in Artificial Intelligence, 7th Mexican International Conference on Artificial Intelligence*, pp. 451--461, Springer. Lecture Notes in Computer Science Vol. 5317, Atizapán de Zaragoza, Mexico, October 27-31, 2008. ISBDN 978-3-540-88635-8 - Jorge Isacc Flores-Mendoza and Efrén Mezura-Montes.
**Dynamic Adaptation and Multiobjective Concepts in a Particle Swarm Optimizer for Constrained Optimization**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 3426-3433, IEEE Service Center, Hong Kong, June 2008. - C. A. Floudas and P. M. Pardalos.
**A Collection of Test Problems for Constrained Global Optimization Algorithms****.**Number 455 in Lecture Notes in Computer Science. Springer-Verlag, 1990. - David. B. Fogel.
**A Comparison of Evolutionary Programming and Genetic Algorihtms on Selected Constrained Optimization Problems.***Simulation*, 64(6):397-404, June 1995. - L.G. Fonseca, P.V.S.Z. Capriles, H.J.C. Barbosa and A.C.C. Lemonge.
**A Stochastic Rank-Based Ant System for Discrete Structural Optimization**, in*Proceedings of the 2007 IEEE Swarm Intelligence Symposium (SIS 2007)*, pages 68--75, Honolulu, Hawaii, USA, April 2007. IEEE Press. - Carlos H. Fonseca and Elizabeth Fialho Wanner.
**A Quadratic Approximation-Based Local Search Operator for Handling Two Equality Constraints in Continuous Optimization Problems**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4911--4917, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Wai Kuan Foong.
**Ant Colony Optimisation for Power Plant Maintenance Scheduling**, PhD thesis, School of Civil and Environmental Engineering, The University of Adelaide, Australia, April 2007 (abstract). - Wai Kuan Foong, Angus R. Simpson, Holger R. Maier and Stephen Stolp.
**Ant colony optimization for power plant maintenance scheduling optimization - a five-station hydropower system**,*Annals of Operations Research*, Vol. 159, No. 1, pp. 433--450, March 2008. - R.Y.K. Fung, J.F. Tang and D.W. Wang.
**Extension of a hybrid Genetic Algorithm for nonlinear programming problems with equality and inequality constraints**,*Computers & Operations Research*, Vol. 29, No. 3, pp. 261--274, March 2002. - Z. L. Gaing.
**Particle swarm optimization to solving the economic dispatch considering the generator constraints**,*IEEE Transactions on Power Systems*, Vol. 18, No. 3, pp. 1187--1195, August 2003. - Severino F. Galán and Ole J. Mengshoel.
**Constraint Handling Using Tournament Selection: Abductive Inference in Partly Deterministic Bayesian Networks**,*Evolutionary Computation*, Vol. 17, No. 1, pp. 55-88, Spring 2009. - Min Gan, Hui Peng, Xiaoyan Peng, Xiaohong Chen and Garba Inoussa.
**An adaptive decision maker for constrained evolutionary optimization**,*Applied Mathematics and Computation*, Vol. 215, No. 12, pp. 4172-4184, February 15, 2010. - Amir Hossein Gandomi and Xin-She Yang.
**Benchmark Problems in Structural Optimization**, in Slawomir Koziel and Xin-She Yang (editors),*Computational Optimization, Methods and Algorithms*, Chapter 12, pp. 259--281, Springer, Berlin, Germany, 2011, ISBN 978-3-642-20858-4. - Amir Hossein Gandomi, Xin-She Yang, Siamak Talatahari and Suash Deb.
**Coupled eagle strategy and differential evolution for unconstrained and constrained global optimization**,*Computers & Mathematics With Applications*, Vol. 63, No. 1, pp. 191--200, January 2012. - Amir Hossein Gandomi, Xin-She Yang, Amir Hossein Alavi and Siamak Talatahari.
**Bat algorithm for constrained optimization tasks**,*Neural Computing & Applications*, Vol. 22, No. 6, pp. 1239--1255, May 2013. - Amir H. Gandomi.
**Interior search algorithm (ISA): A novel approach for global optimization**,*ISA Transactions*, Vol. 53, No. 4, pp. 1168--1183, July 2014. - Vladimir B. Gantovnik.
**An Improved Genetic Algorithm for the Optimization of Composite Structures.**PhD thesis, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA, August 2005. - H.B. Gao, C. Zhou and L. Gao.
**Particle swarm optimization based algorithm for economic load dispatch**, in K. Lishan, C. Zhihua and Y. Xuesong (editors),*Progress in Intelligence Computation & Applications*, pp. 594--599, China University of Geosciences Press, Wuhan, China, April 4-6, 2005, ISBN 7-5625-1983-8. - Fang Gao, Hongwei Liu, Qiang Zhao and Gang Cui.
**Hybrid model of genetic algorithm and cultural algorithms for optimization problem.***Simulated Evolution and Learning, Proceedings*, pages 441-448, 2006. Springer. Lecture Notes in Computer Science Vol. 4247. - Fang Gao, Gang Cui and Hongwei Liu.
**Integration of Genetic Algorithm and Cultural Algorithms for Constrained Optimization**, in Irwin King, Jun Wang, Laiwan Chan, and DeLiang L. Wang (editors),*Neural Information Processing. 13th International Conference, (ICONIP'2006)*, pp. 817-825, Springer. Lecture Notes in Computer Science, Vol. 4234, October 3-6, 2006. - X. Z. Gao, X. Wang and S. J. Ovaska.
**Harmony Search Methods for Multi-modal and Constrained Optimization**. in Zong Woo Geem, (editor),*Music-Inspired Harmony Search Algorithm*, pp. 39-51, Springer. Studies in Computational Intelligence. Vol. 191, Berlin, Germany, 2009. - Xiao-Zhi Gao, Xiaolei Wang, Seppo Jari Ovaska and He Xu.
**A Modified Harmony Search Method In Constrained Optimization**,*International Journal of Innovative Computing Information and Control*, Vol. 6, No. 9, pp. 4235-4247, September, 2010. - Lei Gao and Atakelty Hailu.
**Comprehensive Learning Particle Swarm Optimizer for Constrained Mixed-Variable Optimization Problems**,*International Journal of Computational Intelligence Systems*, Vol. 3, No. 6, pp. 832--842, December, 2010. - Wei-Feng Gao, Gary G. Yen and San-Yang Liu.
**A Dual-Population Differential Evolution with Coevolution for Constrained Optimization**,*IEEE Transactions on Cybernetics*, Vol. 45, No. 5, pp. 1094--1107, May 2015. - Harish Garg.
**Solving Structural Engineering Design Optimization Problems Using an Artificial Bee Colony Algorithm**,*Journal of Industrial and Management Optimization*, Vol. 10, No. 3, pp. 777--794, July 2014. - Sixto E. García, Maarouf Saad and Ouassima Akhrif.
**Constrained Stochastic Tournament Selection in Flight Control Problems**, in*2006 IEEE International Symposium on Industrial Electronics*, pp. 295--300, IEEE Press, Montréal, Canada, July 9-13, 2006, ISBN 978-1-4244-0496-4. - Brady J. Garvin, Myra B. Cohen and Matthew B. Dwyer.
**An Improved Meta-Heuristic Search for Constrained Interaction Testing**, in M. DiPenta and S. Poulding (editors),*1st International Symposium on Search Based Software Engineering*, pp. 13--22, IEEE Computer Society Press, Windsor, England, May 13-15, 2009, ISBN 978-0-7695-3675-0. - Mario Garza-Fabre, Gregorio Toscano-Pulido and Eduardo Rodriguez-Tello.
**Handling Constraints in the HP Model for Protein Structure Prediction by Multiobjective Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2728--2735, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Mario Garza-Fabre, Eduardo Rodriguez-Tello and Gregorio Toscano-Pulido.
**Constraint-handling through multi-objective optimization: The hydrophobic-polar model for protein structure prediction**,*Computers & Operations Research*, Vol. 53, pp. 128--153, January 2015. - Mitsuo Gen and Runwei Cheng.
**Interval Programming using Genetic Algorithms**, in*Proceedings of the Sixth International Symposium on Robotics and Manufacturing*, Montpellier, France, 1996. - Mitsuo Gen and Runwei Cheng.
**A Survey of Penalty Techniques in Genetic Algorithms**, in Toshio Fukuda and Takeshi Furuhashi (editors),*Proceedings of the 1996 International Conference on Evolutionary Computation*, pages 804-809, Nagoya, Japan, 1996. IEEE. - Mitsuo Gen and Runwei Cheng.
**Genetic Algorithms & Engineering Design****.**John Wiley & Sons, Inc, New York, 1997. - Mitsuo Gen, Kenichi Ida and Chang-Yun Lee.
**Hybridized Neural Networks and Genetic Algorithms for Solving Nonlinear Integer Programming Problem**, in Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 421-429, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - Behrooz Ghasemishabankareh, Xiaodong Li and Melih Ozlen.
**Cooperative Coevolutionary Differential Evolution with Improved Augmented Lagrangian to Solve Constrained Optimisation Problems**,*Information Sciences*, Vol. 369, pp. 441--456, November 10, 2016. - Madhumita Ghosh, Basant K. Tiwary and Dilip Datta.
**Maintaining optimal state probabilities in biological systems**,*Systems & Synthetic Biology*, Vol. 4, pp. 117--124, December, 2010. - Fabian Gieseke and Oliver Kramer.
**Towards Non-linear Constraint Estimation for Expensive Optimization**, in Anna I. Esparcia-Alcázar et al. (editors),*Applications of Evolutionary Computation, 16th European Conference, EvoApplications 2013*, pp. 459--468, Springer. Lecture Notes in Computer Science Vol. 7835, Vienna, Austria, April 3-5, 2013. - Laurence Giraud-Moreau and Pascal Lafon.
**A Comparison of Evolutionary Algorithms for Mechanical Design Components.***Engineering Optimization*, 34(3):307-322, 2002. - Blaze Gjorgiev and Marko Cepin.
**A multi-objective optimization based solution for the combined economic-environmental power dispatch problem**,*Engineering Applications of Artificial Intelligence*, Vol. 26, No. 1, pp. 417--429, January 2013. - Maciej Glowacki and Janusz Orkisz.
**On Increasing Computational Efficiency of Evolutionary Algorithms Applied to Large Optimization Problems**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 2639--2646, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - C.K. Goh, D. Lim, L. Ma, Y.S. Ong and P.S. Dutta.
**A Surrogate-Assisted Memetic Co-evolutionary Algorithm for Expensive Constrained Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 744--749, IEEE Service Center, New Orleans, Louisiana, USA, 5--8 June, 2011. - David E. Goldberg and Manohar P. Samtani.
**Engineering optimization via genetic algorithm**, in*Ninth Conference on Electronic Computation*, pages 471-82, New York, N.Y., 1986. ASCE. - David E. Goldberg.
**Genetic Algorithms in Search, Optimization and Machine Learning.****.**Addison-Wesley Publishing Co., Reading, Massachusetts, 1989. - Hamid Reza Golmakani and Mehrshad Fazel.
**Constrained Portfolio Selection using Particle Swarm Optimization**,*Expert Systems With Applications*, Vol. 38, No. 7, pp. 8327--8335, July 2011. - Herbert Martins Gomes.
**Truss optimization with dynamic constraints using a particle swarm algorithm**,*Expert Systems with Applications*, Vol. 38, No. 1, pp. 957--968, January 2011. - Pedro Gómez-Meneses and Marcus Randall.
**Extremal Optimisation with a Penalty Approach for the Multidimensional Knapsack Problem**, in Xiaodong Li, Michael Kirley, Mengjie Zhang, David G. Green, Victor Ciesielski, Hussein A. Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke and Yuhui Shi (editors),*Simulated Evolution and Learning, 7th International Conference, SEAL 2008*, pp. 229--238, Springer. Lecture Notes in Computer Science, Vol. 5361, Melbourne, Australia, December 2008. - Richard A. Gonçalves, Carolina P. de Almeida, Myriam R. Delgado, Elizabeth F. Goldbarg and Marco C. Goldbarg.
**A Cultural Immune System for Economic Load Dispatch with Non-smooth Cost Functions**, in Leandro Nunes de Castro, Fernando José Von Zuben and Helder Knidel (editors),*Artificial Immune Systems, 6th International Conference, ICARIS 2007*, pp. 382--394, Springer. Lecture Notes in Computer Science Vol. 4628, Santos, Brazil, August 2007. - Wenyin Gong, Changmin Chen and Zhihua Cai.
**Simple diversity rules and improved differential evolution for constrained global optimization**, in*Dynamics of Continuous Discrete and Impulsive Systems-Series B-Applications & Algorithms*, Vol. 14, Part 1, Supplement 3, pp. 91--98, Watam Press, Wuhan, China, August 2007. - Wenyin Gong and Zhihua Cai.
**A Multiobjective Differential Evolution Algorithm for Constrained Optimization**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 181-188, IEEE Service Center, Hong Kong, June 2008. - Wenyin Gong, Zhihua Cai and Dingwen Liang.
**Engineering optimization by means of an improved constrained differential evolution**,*Computer Methods in Applied Mechanics and Engineering*, Vol. 268, pp. 884--904, January 1, 2014. - Wenyin Gong, Zhihua Cai and Dingwen Liang.
**Adaptive Ranking Mutation Operator Based Differential Evolution for Constrained Optimization**,*IEEE Transactions on Cybernetics*, Vol. 45, No. 4, pp. 716--727, April 2015. - Luis F. González-Hernández and David W. Corne.
**Evolutionary Divide and Conquer for the Set-Covering Problem.**In Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 198-208, Brighton, U.K., April 1996. Springer-Verlag. Lecture Notes in Computer Science No. 1143. - Vittorio Gorrini and Marco Dorigo.
**An Application of Evolutionary Algorithms to the Scheduling of Robotic Operations**, in J.-M. Alliot, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Proceedings of the 2nd European Conference on Artificial Evolution (AE 1995)*, pages 345-354, Heidelberg, Germany, September 1995. Brest, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1063. - J. Gottlieb and N. Voss.
**Improving the Performance of Evolutionary Algorithms for the Satisfiability Problem by Refining Functions.**In A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of 5th Parallel Problem Solving From Nature (PPSN V)*, pages 755-764, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - J. Gottlieb and L. Paulmann.
**Genetic Algorithms for the Fixed Charge Transportation Problem**, in*Proceedings of the 5th IEEE International Conference on Evolutionary Computation*, pages 330-335, 1998. - J. Gottlieb and N. Voss.
**Representations, Fitness Functions and Genetic Operators for the Satisfiability Problem.**In J.-K. Hao, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Artificial Evolution Lecture Notes in Computer Science*, volume 1363, pages 55-68, 1998. - Jens Gottlieb.
**Evolutionary Algorithms for Multidimensional Knapsack Problems: the Relevance of the Boundary of the Feasible Region.**In Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1, page 787, San Francisco, California, July 1999. Morgan Kaufmann. - Jens Gottlieb.
**On the Effectivity of Evolutionary Algorithms for the Multidimensional Knapsack Problem**, in Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Edmund Ronald and Marc Schoenauer (editors),*Proceedings of the 4th European Conference on Artificial Evolution (AE 1999)*, pages 23-37, Heidelberg, Germany, November 1999. Dunkerque, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1829. - Jens Gottlieb and Günther R. Raidl.
**Characterizing Locality in Decoder-Based EAs for the Multidimensional Knapsack Problem.**In Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Edmund Ronald and Marc Schoenauer (editors),*Proceedings of the 4th European Conference on Artificial Evolution (AE 1999)*, pages 38-52, Heidelberg, Germany, November 1999. Dunkerque, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1829. - J. Gottlieb and N. Voss.
**Adaptive Fitness Functions for the Satisfiability Problem.**In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 621-630, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - J. Gottlieb and C. Eckert.
**A Comparison of Two Representations for the Fixed Charge Transportation Problem**, in M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 345-354, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - J. Gottlieb and G.R. Raidl.
**The Effects of Locality on the Dynamics of Decoder-Based Evolutionary Search.**In*Proceedings of the Genetic and Evolutionary Computation Conference*, pages 283-290, 2000. - J. Gottlieb.
**Evolutionary Algorithms for Constrained Optimization Problems Dissertation.**Technical University of Clausthal, Department of Computer Science, (ISBN 3-8265-7783-3), 2000. - J. Gottlieb, B.A. Julstrom, G.R. Raidl and F. Rothlauf.
**Prüfer Numbers: A Poor Representation of Spanning Trees for Evolutionary Search**, in*Proceedings of Genetic and Evolutionary Computation Conference*, pages 343-350, 2001. - J. Gottlieb.
**On the Feasibility Problem of Penalty-Based Evolutionary Algorithms for Knapsack Problems**, in E.J.W. Boers, S. Cagnoni, J. Gottlieb, E. Hart, P.L. Lanzi, G. Raidl, R.E. Smith and H. Tijink (editors),*Proceedings of EvoWorkshops Lecture Notes in Computer Science*, volume 2037, pages 50-59. Springer, 2001. - J. Gottlieb, E. Marchiori and C. Rossi.
**Evolutionary Algorithms for the Satisfiability Problem.***Evolutionary Computation*, 10(1):35-50, 2002. - Jörn Grahl and Franz Rothlauf.
**PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints.**In Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1174-1185, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Matthias Gröbner and Peter Wilke.
**Rostering with a Hybrid Genetic Algorithm**, in Vera Kurková, Nigel C. Steele, Roman Neruda and Miroslav Kárný (editors),*Proceedings of 5th the International Conference on Artificial Neural Nets and Genetic Algorithms (ICANNGA 2001)*, pages 316-319, Wien, Austria, November 2001. Prague,Czech Republic, Springer-Verlag/Wien. - Yuanping Gu, Xianbin Cao and Jun Zhang.
**Constraint Handling Based Multiobjective Evolutionary Algorithm for Aircraft Landing Scheduling**,*International Journal of Innovative Computing Information and Control*, Vol. 5, No. 8, pp. 2229-2238, August, 2009. - Yuanpng Guo, Xianbin Cao, Hongzhang Yin and Zeying Tang.
**Coevolutionary optimization algorithm with dynamic sub-population size.***International Journal of Innovative Computing Information and Control*, Vol. 2, No. 2, pp. 435--448, April 2007. - R.K. Gupta, Itsuya Muta, G. Gouthaman and B. Bhattacharjee.
**Design Optimization of Permanent Magnet Synchronous Machine Using Genetic Algorithms**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 409-413, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Yuanping Guo, Xiabin Cao and Jun Zhang.
**Constraint Handling Based Multiobjective Evolutionary Algorithm for Aircraft Landing Scheduling**,*International Journal of Innovative Computing Information Control*, Vol. 5, No. 8, pp. 2229-2238, August 2009. - R. K. Gupta, Itsuya Muta, G. Gouthaman and B. Bhattacharjee.
**Design Optimization of Permanent Magnet Synchronous Machine Using Genetic Algorithms**, in Kay Chen Tan, Meng Hiot Lim, Xin Yao and Lipo Wang, (editors),*Recent Advances in Simulated Evolution and Learning*, pp. 526-541, World Scientific, Singapore, 2004. - Roberto Gutiérrez-Guerra, Rodolfo Murrieta-Dueñas, Jazmín Cortéz-González, Arturo Hernández-Aguirre and J.G Segovia-Hernández.
**Constrained evolutionary optimization of a distillation train in Chemical Engineering**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2267--2274, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Omid Bozorg Haddad and Miguel A. Marino.
**Dynamic penalty function as a strategy in solving water resources combinatorial optimization problems with honey-bee mating optimization (HBMO) algorithm.***Journal of Hydroinformatics*, Vol. 9, No. 3, pp. 233-250, July 2007 - Omid Bozorg Haddad, Mahsa Mirmomeni, Mahboubeh Zarezadeh Mehrizi and Miguel A. Marino.
**Finding the shortest path with honey-bee mating optimization algorithm in project management problems with constrained/unconstrained resources**,*Computational Optimization and Applications*, Vol. 47, No. 1, pp. 97-128, September, 2010. - Atidel Ben Hadj-Alouane and James C. Bean.
**A Genetic Algorithm for the Multiple-Choice Integer Program.**Technical Report TR 92-50, Department of Industrial and Operations Engineering, The University of Michigan, 1992. - Atidel Ben Hadj-Alouane and James C. Bean.
**A Genetic Algorithm for the Multiple-Choice Integer Program.***Operations Research*, 45:92-101, 1997. - Abolfazl T. Haghighat and Karim Faez abnd Mehdi Dehghan.
**An Efficient Evolutionary Algorithm for Multicast Routing with Multiple QoS Constraints**, in Kay Chen Tan, Meng Hiot Lim, Xin Yao and Lipo Wang, (editors),*Recent Advances in Simulated Evolution and Learning*, pp. 581-602, World Scientific, Singapore, 2004. - P. Hajela and J. Lee.
**Constrained Genetic Search via Schema Adaptation. An Immune Network Solution**, in Niels Olhoff and George I. N. Rozvany (editors),*Proceedings of the First World Congress of Stuctural and Multidisciplinary Optimization*, pages 915-920, Goslar, Germany, 1995. Pergamon. - P. Hajela and J. Lee.
**Constrained Genetic Search via Schema Adaptation.**An Immune Network Solution.*Structural Optimization*, 12:11-15, 1996. - P. Hajela and J. Yoo.
**Constraint Handling in Genetic Search Using Expression Strategies.***AIAA Journal*, 34(12):2414-2420, 1996. - Hatem Hamda, François Jouve, Evelyne Lutton, Marc Schoenauer and Michèle Sebag.
**Compact Unstructured Representations for Evolutionary Topological Optimum Design.***Applied Intelligence*, 16(2):139-155, 2002. - Hatem Hamda and Marc Schoenauer.
**Adaptive techniques for Evolutionary Topological Optimum Design**, in I.C. Parmee (editor),*Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2000)*, pages 123-136, University of Plymouth, Devon, UK, April 2000. Springer-Verlag. - S. Ben Hamida and A. Petrowski.
**The Need for Improving the Exploration Operators for Constrained Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1176-1183, Piscataway, New Jersey, July 2000. IEEE Service Center. - S. Ben Hamida and Marc Schoenauer.
**An Adaptive Algorithm for Constrained Optimization Problems**In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 529-538, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - Sana Ben Hamida.
**Algorithmes Evolutionnaires: Prise en Compte des Contraintes et Application Réelle**PhD thesis, Centre de Mathématiques Appliquées, École Polytechnique, Paris, France, February 2001. (In French). Abstract in English - Sana Ben Hamida and Marc Schoenauer.
**ASCHEA: New Results Using Adaptive Segregational Constraint Handling**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 884-889, Piscataway, New Jersey, May 2002. IEEE Service Center. - Abdelaziz Hammache, Marzouk Benali and Francois Aube.
**Multi-objective self-adaptive algorithm for highly constrained problems: Novel method and applications**,*Applied Energy*, Vol. 87, No. 8, pp. 2467-2478, August, 2010. - Noha M. Hamza, Saber M. Elsayed, Daryl L. Essam and Ruhul A. Sarker.
**Differential Evolution Combined with Constraint Consensus for Constrained Optimization**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 865--872, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Noha M. Hamza, Ruhul A. Sarker and Daryl L. Essam.
**Differential Evolution with a mix of Constraint Consensus Methods for Solving a Real-World Optimization Problem**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 2791--2797, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Noha M. Hamza, Daryl L. Essam and Ruhul A. Sarker.
**Differential Evolution with a Constraint Consensus Mutation for Solving Optimization Problems**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 991--997, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Noha M. Hamza, Ruhul A. Sarker, Daryl L. Essam, Kalyanmoy Deb and Saber M. Elsayed.
**A Constraint Consensus Memetic Algorithm for Solving Constrained Optimization Problems**,*Engineering Optimization*, Vol. 46, No. 11, pp. 1447--1464, November 2014. - Hisashi Handa, Osamu Katai, Tadataka Konishi and Mitsuru Baba.
**Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1, pages 252-257, San Francisco, California, July 1999. Morgan Kaufmann. - Hisashi Handa, Osamu Katai, Tadataka Konishi and Mitsuru Baba.
**A New Fitness Function for Discovering a lot of Satisfiable Solutions in Constraint Satisfaction Problems**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1184-1189, Piscataway, New Jersey, July 2000. IEEE Service Center. - S. D. Handoko, C. K. Kwoh, Y. S. Ong and M. H. Lim.
**A Study on Constrained MA Using GA and SQP: Analytical vs. Finite-Difference Gradients**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 4032--4039, IEEE Service Center, Hong Kong, June 2008. - Stephanus Daniel Handoko, Kwoh Chee Keong and Ong Yew Soon.
**Using Classification for Constrained Memetic Algorithm: A New Paradigm**, in*2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008)*, pp. 547--552, IEEE Press, Singapore, October 12-15, 2008, ISBN 978-1-4244-2383-5. - Stephanus Daniel Handoko, Chee Keong Kwoh and Yew Soon Ong,
**Classification-Assisted Memetic Algorithms for Equality Constrained Optimization Problems**, in Ann Nicholson and Xiaodong Li (editors),*AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference*, pp. 391--400, Springer, Lecture Notes in Artificial Intelligence Vol. 5866, Melbourne, Australia, December 1-4, 2009. - Stephanus Daniel Handoko, Chee Keong Kwoh and Yew-Soon Ong.
**Feasibility Structure Modeling: An Effective Chaperone for Constrained Memetic Algorithms**,*IEEE Transactions on Evolutionary Computation*, Vol. 14, No. 5, pp. 740--758, October 2010. - Stephanus Daniel Handoko, Kwoh Chee Keong, Ong Yew Soon and Jonathan Chan.
**Classification-assisted Memetic Algorithms for Solving Optimization Problems with Restricted Equality Constraint Function Mapping**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1209--1216, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Jin-Kao Hao and Raphaël Dorne.
**An Empirical Comparison of Two Evolutionary Methods for Satisfiability Problems**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 450-455, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Jin-Kao Hao and Raphaël Dorne.
**Study of Genetic Search for the Frequency Assignment Problem**, in J.-M. Alliot, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Proceedings of the 2nd European Conference on Artificial Evolution (AE 1995)*, pages 333-344, Heidelberg, Germany, September 1995. Brest, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1063. - Ken Harada, Jun Sakuma, Isao Ono and Shigenobu Kobayashi.
**Constraint-Handling Method for Multi-objective Function Optimization: Pareto Descent Repair Operator**, in Shigeru Obayashi, Kalyanmoy Deb, Carlo Poloni, Tomoyuki Hiroyasu and Tadahiko Murata (editors),*Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007*, pp. 156-170, Springer. Lecture Notes in Computer Science Vol. 4403, Matshushima, Japan, March 2007. - Simon Harding and Julian Francis-Miller.
**Evolution in materio: A Tone Discriminator in Liquid Crystal**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 1800-1807, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Steven A. Harp and Tariq Samad.
**Genetic Synthesis of Neural Network Architecture**, in Lawrence Davis (editor),*Handbook of Genetic Algorithms*, chapter 15, pages 202-221. Van Nostrand Reinhold, New York, New York, 1991. - Laura J. Harrell and S. Ranji Ranjithan.
**Evaluation of Alternative Penalty Function Implementations in a Watershed Management Design Problem**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 2, pages 1551-1558, San Francisco, California, July 1999. Morgan Kaufmann. - William E. Hart.
**A convergence analysis of unconstrained and bound constrained evolutionary pattern search.***Evolutionary Computation*, 9(1):1-23, 2001. - William E. Hart.
**Evolutionary pattern search algorithms for unconstrained and linearly constrained optimization.***IEEE Trans Evolutionary Computation*, 5(4):388-397, 2001. - Oguzhan Hasançebi and Fuat Erbatur.
**Constraint handling in genetic algorithm integrated structural optimization.***Acta Mechanica*, 139(1-4):15-31, 2000. - O. Hasançebi.
**Adaptive evolution strategies in structural optimization: Enhancing their computational performance with applications to large-scale structures**, in*Computers & Structures*, volume 86, number 1-2, pages 119-132, January 2008. - Donagh Hatton and Diarmuid P. O'Donoghue.
**Explorations on Template-Directed Genetic Repair using Ancient Ancestors and other Templates**, in*Proceedings of the 13th annual conference companion on Genetic and evolutionary computation (GECCO '11 )*, pp. 325--332, ACM Press, Dublin, Ireland, July 12-16, 2011, ISBN 978-1-4503-0690-4. - Donagh Hatton and Diarmuid P. O'Donoghue.
**Arabidopsis thaliana Inspired Genetic Restoration Strategies**,*International Journal of Biometrics and Bioinformatics (IJBB)*, Vol. 7, No. 1, pp. 35--48, 2013. - S. He, E. Prempain and Q.H.Wu.
**An Improved Particle Swarm Optimizer for Mechanical Design Optimization Problems.***Engineering Optimization*, 36(5):585-605, October 2004. - Qie He and Ling Wang.
**An effective co-evolutionary particle swarm optimization for constrained engineering design problems.***Engineering Applications of Artificial Intelligence*, 20(1):89-99, February 2007. - Qie He and Ling Wang.
**A hybrid particle swarm optimization with a feasibility-based rule for constrained optimization.***Applied Mathematics and Computation*, 186(2):1407-1422, March 15th 2007. - Jun He and Yuren Zhou.
**A Comparison of GAs using Penalizing Infeasible Solutions and Reparing Infeasible Solutions on Restrictive Capacity Knapsack Problem.***in Dirk Thierens et al. (editors), 2007 Genetic and Evolutionary Computation Conference (GECCO'2007)*, pp. 1518, Vol. 2, ACM Press, London, UK, July 2007. - Jun He and Yuren Zhou.
**A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack**, in Lishan Kang, Yong Liu and Sanyou Zeng (editors),*Advances in Computation and Intelligence, Second International Symposium, ISICA 2007*, pp. 100--109, Springer. Lecture Notes in Computer Science Vol. 4683, Wuhan, China, September 21-23, 2007. - Qie He, Ling Wang and Fu-Zhuo Huang.
**Nonlinear Constrained Optimization by Enhanced Co-evolutionary PSO**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 83-89, IEEE Service Center, Hong Kong, June 2008. - Jun He, Boris Mitavskiy and Yuren Zhou.
**A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 141--148, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Abdel-Rahman Hedar and Masao Fukushima.
**Derivative-Free Filter Simulated Annealing Method for Constrained Continuous Global Optimization.**Technical Report 2004-007, Department of Applied Mathematics & Physics, Kyoto University, Kyoto. Japan, 2004. Available at http://www.amp.i.kyoto-u.ac.jp/tecrep/abst/2004/2004-007.html. - A.R. Hedar and M. Fukushima.
**Derivative-free filter simulated annealing method for constrained continuous global optimization.***Journal of Global Optimization*, 35(4):521-549, August 2006. - Ali Asghar Heidari, Rahim Ali Abbaspour and Ahmad Rezaee Jordehi.
**An Efficient Chaotic Water Cycle Algorithm for Optimization Tasks**,*Neural Computing & Applications*, Vol. 28, No. 1, pp. 57--85, January 2017. - Sabine Helwig and Rolf Wanka.
**Particle Swarm Optimization in High-Dimensional Bounded Search Spaces.**, In*Proceedings of the 2007 IEEE Swarm Intelligence Symposium (SIS 2007)*, pages 198--205, Honolulu, Hawaii, USA, April 2007, IEEE Press. - Sabine Helwig, Juergen Branke and Sanaz Mostaghim.
**Experimental Analysis of Bound Handling Techniques in Particle Swarm Optimization**,*IEEE Transactions on Evolutionary Computation*, Vol. 17, No. 2, pp. 259--271, April 2013. - Arturo Hernández-Aguirre, Salvador Botello-Rionda and Carlos A. Coello Coello.
**PASSSS: An Implementation of a Novel Diversity Strategy for Handling Constraints**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 403-410, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Arturo Hernández-Aguirre, Salvador Botello-Rionda, Carlos A. Coello Coello, Giovanni Lizárraga-Lizárraga and Efrén Mezura-Montes.
**Handling Constraints using Multiobjective Optimization Concepts.***International Journal for Numerical Methods in Engineering*, 59(15):1989-2017, April 2004. - Arturo Hernández-Aguirre, Giovanni Lizárraga-Lizárraga and Salvador Botello-Rionda.
**IS-PAES: A multiobjective optimization method with efficient constraint-handling in high dimensional space**, in*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 29-30. Cracow, Poland, September 2002. - Arturo Hernández-Aguirre, Enrique Villa-Diharce and Carlos Coello-Coello.
**Constraint Handling Techniques for a Non-Parametric Real-valued Estimation Distribution Algorithm**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pages 654-661. IEEE Press, Singapore, September 2007. - Betania Hernández-Ocaña, Efrén Mezura-Montes and Pilar Pozos-Parra.
**A review of the bacterial foraging algorithm in constrained numerical optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2695--2702, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Betania Hernández-Ocaña, Ma. Del Pilar Pozos-Parra and Efrén Mezura-Montes.
**Stepsize Control on the Modified Bacterial Foraging Algorithm for Constrained Numerical Optimization**, in*2014 Genetic and Evolutionary Computation Conference (GECCO 2014)*, pp. 25--32, ACM Press, Vancouver, Canada, July 12-16, 2014, ISBN 978-1-4503-2662-9. - Karsten Hentsch and Peter Kochel.
**Job scheduling with forbidden setups and two objectives using genetic algorithms and penalties**,*Central European Journal of Operations Research*, Vol. 19, No. 3, pp. 285--298, September 2011. - Ricardo Paramount Hernández-García and Ángel Fernando Kuri Morales.
**Using the EGA, a Non-traditional GA and Deterministic Ranking for Optimization of Constrained Functions**, in Salvador Botello, Arturo Hernández and Carlos A. Coello Coello (editors),*Proceedings of the 1st Mexican Conference on Evolutionary Computation (COMCEV 2003)*, pages 13-25, Guanajuato, México, May 2003. Guanajuato, México, CIMAT, A.C. - A. B. C. Hilton and T. B. Culver.
**Constraint handling for genetic algorithms in optimal remediation design**,*Journal of Water Resources Planning and Management-ASCE*, Vol. 126, No. 3, pp. 128-137, May-June 2000. - Philip Hingston, Luigi Barone, Simon Huband and Lyndon While.
**Multi-level Ranking for Constrained Multi-objective Evolutionary Optimisation.**In Thomas Philip Runarsson, Hans-Georg Beyer, Edmund Burke, Juan J. Merelo-Guervós, L. Darrell Whitley and Xin Yao (editors),*Parallel Problem Solving from Nature (PPSN IX). 9th International Conference*, pages 563-572, Reykjavik, Iceland, September 2006. Reykjavik, Iceland, Springer. Lecture Notes in Computer Science Vol. 4193. - Robert Hinterding.
**Representation, Constraint Satisfaction and the knapsack Problem**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 2, pages 1286-1292, Piscataway, New Jersey, July 1999. IEEE Service Center. - Robert Hinterding.
**Constrained Parameter Optimisation: Equality Constraints**, in*Proceedings of the Congress on Evolutionary Computation 2001(CEC'2001)*, volume 1, pages 687-692, Piscataway, New Jersey, May 2001. IEEE Service Center. - Robert Hinterding and Zbigniew Michalewicz.
**Your Brains and My Beauty: Parent Matching for Constrained Optimisation**, in*Proceedings of the 5th International Conference on Evolutionary Computation*, pages 810-815, Anchorage, Alaska, May 1998. - Joel E. Hirsh and Darrell K. Young.
**Evolutionary Programming Strategies with Self-Adaptation Applied to the Design of Rotorcraft Using Parallel Processing**, in V.W. Porto, N. Saravanan, D. Waagen and A.E. Eiben (editors),*Proceedings of the 7th International Conference on Evolutionary Programming (EP98)*, pages 147-156, Heidelberg, Germany, March 1998. San Diego, California, USA, Springer-Verlag. Lecture Notes in Computer Science Vol. 1447. - Pei Yee Ho and Kazuyuki Shimizu.
**Simple Addition of Ranking Method for Constrained Optimization in Evolutionary Algorithms**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cant Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 1, pages 889-896, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Pei Yee Ho and Kazuyuki Shimizu.
**Evolutionary constrained optimization using an addition of ranking method and a percentage-based tolerance value adjustment scheme.***Information Sciences*, 177(14):2985-3004, July 15, 2007. - Martin Holena, Tajana Cukic, Uwe Rodemerck and David Linke.
**Optimization of catalysts using specific, description-based genetic algorithms***Journal of Chemical Information and Modeling*, Vol. 48, No. 2, pp. 274--282, February 2008 - Frank Hoffmeister and Joachim Sprave.
**Problem-independent handling of constraints by use of metric penalty functions**, in Lawrence J. Fogel, Peter J. Angeline and Thomas Bäck (editors),*Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP'96)*, pages 289-294, San Diego, California, February 1996. The MIT Press. - A. Homaifar, S. H. Y. Lai and X. Qi.
**Constrained Optimization via Genetic Algorithms.***Simulation*, 62(4):242-254, 1994. - Y. Hong, Q.S. Ren, J. Zeng and Y. Zhang.
**Search space filling and shrinking based to solve constraint optimization problems**, in*Advances in Intelligent Computing, Part 1*, pages 986-994. Springer, 2005. Lecture Notes in Computer Science Vol. 3644. - Yi Hong, Qingsheng Ren, Jin Zeng and Ying Zhang.
**Search Space Filling and Shrinking Based to Solve Constraint Optimization Problems**, in*International Conference on Intelligent Computing 2005 (ICIC 2005)*, pp. 986-994, Springer. Lecture Notes in Computer Science, Vol. 3644, Hefei, China, August 23-26 2005. - Jung Man Hong and Jong Hyup Lee.
**Optimal Mobile Switching Center Positioning and Cells Assignment Using Lagrangian Heuristic**,*IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences*, Vol. E94A, No. 11, pp. 2425--2433, November 2011. - Geir Horn and B. John Oommen.
**Solving Multiconstraint Assignment Problems Using Learning Automata**,*IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics*, Vol. 40, No. 1, pp. 6--18, February, 2010. - Jorng-Tzong Horng, Cheng-Yan Kao and Baw-Jhiune Liu.
**A Genetic Algorithm for Database Query Optimization**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 350-355, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Wei Hou, Hongbin Dong, Guisheng Yin and Yuxin Dong.
**A Co-evolutionary Algorithm Based on Mixed Mutation Strategy for WDP in Combinatorial Auction**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 3057--3064, IEEE Press, Sendai, Japan, 25-28 May, 2015, ISBN: 978-1-4799-7492-4. - Min-Nan Hsieh, Tsung-Che Chiang and Li-Chen Fu.
**A Hybrid Constraint Handling Mechanism with Differential Evolution for Constrained Multiobjective Optimization**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1785--1792, IEEE Service Center, New Orleans, Louisiana, USA, 5-8 June, 2011. - Yeh-Liang Hsu and Tzu-Chi Liu.
**Developing a fuzzy proportional-derivative controller optimization engine for engineering design optimization problems.***Engineering Optimization*, Vol. 39, No. 6, pp. 679-700, September 2007 - Xiaohui Hu and Russell Eberhart.
**Solving Constrained Nonlinear Optimization Problems with Particle Swarm Optimization**, in*Proceedings of the 6th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2002)*, volume 5. Orlando, USA, IIIS, July 2002. - Xiaohui Hu, Russell C. Eberhart and Yuhui Shi.
**Engineering Optimization with Particle Swarm**, in*Proceedings of the 2003 IEEE Swarm Intelligence Symposium*, pages 53-57. Indianapolis, Indiana, USA, IEEE Service Center, April 2003. - Y.B. Hu, Y.P. Wang and F.Y. Guo.
**A new penalty based genetic algorithm for constrained optimization problems**, in*Proceedings of 2005 International Conference on Machine Learning and Cybernetics*, pp. 3025--3029, IEEE Press, Canton, China, August 18-2, 2005, ISBN 0-7803-9091-1. - Fu Yuan Hu, Hau-San Wong, Zhi Qiang Liu and Hui-yang Qu.
**Labeling of Human Motion by Constraint-Based Genetic Algorithm**, in Yuping Wang, Yiu-ming Cheung and Hailin Liu (editors)*Computational Intelligence and Security, International Conference, CIS 2006*, pp. 105-114, Springer. Lecture Notes in Computer Science 4456, Guangzhou, China, November 2007. - Yibo Hu.
**Hybrid-Fitness Function Evolutionary Algorithm Based on Simplex Crossover and PSO Mutation for Constrained Optimization Problems**,*International Journal of Pattern Recognition and Artificial Intelligence*, Vol. 23, No. 1, pp. 115-127, February 2009 . - Zhenzhou Hu, Xinye Cai and Zhun Fan.
**An improved memetic algorithm using ring neighborhood topology for constrained optimization**,*Soft Computing*, Vol. 18, No. 10, pp. 2023--2041, October 2014. - Haiyan Hua, Shuwen Lin and Zhenhui Shen.
**A New Method of the Constraints Expression and Handling for Excavator Boom Structural Optimization**, in W.Z. Chen, P. Dai, Y.L. Chen, Q. T. Wang and Z. Jiang (editors),*Advanced Mechanical Desing*, pp. 1851--1856, Trans Tech Publications LTD, Xiamen, China, March 27-29, 2012, ISBN 978-3-03785-372-6. - W.-C. Huang, C.-Y. Kao and J.-T. Horng.
**A Genetic Algorithm Approach for Set Covering Problem**, in*Proceedings of the First IEEE Conference on Evolutionary Computation*, pages 569-573. IEEE Press, 1994. - V. L. Huang and A. K. Qin and P. N. Suganthan.
**Self-adaptative Differential Evolution Algorithm for Constrained Real-Parameter Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 324--331, IEEE, Vancouver, BC, Canada, July 2006 - Fu-zhuo Huang, Ling Wang and Qie He.
**An effective co-evolutionary differential evolution for constrained optimization.***Applied Mathematics and Computation*, 186(1):340-356, March 1st 2007. - Fu-Zhuo Huang, Ling Wang and Qie He.
**A Hybrid Differential Evolution with Double Populations for Constrained Optimization**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 18-25, IEEE Service Center, Hong Kong, June 2008. - Zhangjun Huang, Mingxu Ma and Chengen Wang.
**An Archived Differential Evolution Algorithm for Constrained Global Optimization**, in*2008 International Conference on Smart Manufacturing Application (ICSMA 2008)*, Kintex, Gyeonggi-do, Korea, April 9--11, 2008. - Zhangjun Huang, Chengen Wang and Mingxu Ma.
**A Robust Archived Differential Evolution Algorithm for Global Optimization Problems**,*Journal of Computers*, Vol. 4, No. 2, pp. 160-167, February 2009 . - Zhangjun Huang, Chengen Wang and Hong Tian.
**A Genetic Algorithm with Constrained Sorting Method for Constrained Optimization Problems**, in W. Chen, S.Z. Li and Y.L. Wang (editors),*2009 IEEE International Conference on Intelligent Computing and Intelligent Systems*, pp. 806--811, Vol. 1, IEEE Press, Shanghai, China, November 20-22, 2009, ISBN 978-1-4244-4754-1. - Daizheng Huang, Renxi Gong and Shu Gong.
**Constrained Multiobjective Optimization for Microgrid Based on Nondominated Immune Algorithm**,*IEEJ Transactions on Electrical and Electronic Engineering*, Vol. 10, No. 4, pp. 376--382, July, 2015. - Evan J. Hughes.
**Constraint Handling With Uncertain and Noisy Multi-Objective Evolution.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 963-970, Piscataway, New Jersey, May 2001. IEEE Service Center. - Phil Husbands, Giles Jermy, Malcolm McIlhagga and Robert Ives.
**Two Applications of Genetic Algorithms to Component Design**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 50-61, Brighton, U.K., April 1996. Springer-Verlag. Lecture Notes in Computer Science No. 1143. - Ali Husseinzadeh Kashan and Behrooz Karimi.
**A New Algorithm for Constrained Optimization Inspired by the Sport League Championships**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 487-494, IEEE Press, Barcelona, Spain, July 18--23, 2010. - E. Hyvoenen.
**Constraint reasoning based on interval arithmetic--The tolerance propagation approach.***Artificial Intelligence*, 58:71-112, 1992. - Kokolo Ikeda, Kei Aoki, Akihiro Nagaiwa and Sigenobu Kobayashi.
**Independent Constraint Satisfaction and its Application to Sewerage System Control**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 566-573, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - J. C. Inostroza and V. H. Hinojosa.
**Short-term scheduling solved with a particle swarm optimiser**,*IET Generation Transmission & Distribution*, Vol. 5, No. 11, pp. 1091--1104, November, 2011. - Amitay Isaacs and Tapabrata Ray and Warren Smith.
**Blessings of Maintaining Infeasible Solutions for Constrained Multi-Objective Optimization Problems**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 2785-2792, IEEE Service Center, Hong Kong, June 2008. - Amitay Isaacs.
**Development of optimization methods to solve computationally expensive problems**, PhD thesis, School of Engineering and Information Technology, University College, University of New South Wales, Australian Defence Force Academy, Canberra, Australia, August 2009 (abstract). - Kousuke Izumiya and Masaharu Munetomo.
**Multi-objective Evolutionary optimization based on Decomposition with Linkage Identification considering monotonicity**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 905--912, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - Syeda Darakhshan Jabeen.
**Split and Discard Strategy: A New Approach for Constrained Global Optimization**,*International Journal on Artificial Intelligence Tools*, Vol. 22, No. 4, Article Number: 1350023, August 2013. - Omar Al Jadaan, Lakshmi Rajamani and C. R. Rao.
**Parameterless Penalty Function for Solving Constrained Evolutionary Optimization**, in*IEEE Workshop on Hybrid Intelligent Models and Applications, 2009. (HIMA'2009)*, pp. 56-63, IEEE Computational Intelligence Society, Nashville, TN, USA, March 30 - April 2, 2009. - Omar Al Jadaan, Lakshmi Rajamani and C. R. Rao.
**Adaptive Penalty Function For Solving Constrained Evolutionary Optimization**,*Journal of Theoretical and Applied Information Technology*, Vol. 5, No. 3, pp. 339-351, 2009. - Mohammad Sadegh Jahan and Nima Amjady.
**Solution of large-scale security constrained optimal power flow by a new bi-level optimisation approach based on enhanced gravitational search algorithm**,*IET Generation Transmission & Distribution*, Vol. 7, No. 12, pp. 1481--1491, December 2013. - Muhammad Asif Jan and Rashida Adeeb Khanum.
**A study of two penalty-parameterless constraint handling techniques in the framework of MOEA/D**,*Applied Soft Computing*, Vol. 13, No. 1, pp. 128--148, January 2013. - Woo Seok Jang, Hwan Il Kang and Byung Hee Lee.
**Hybrid Simplex-Harmony Search Method for Optimization Problems**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 4158-4165, IEEE Service Center, Hong Kong, June 2008. - P. W. Jansen and R. E. Perez.
**Constrained structural design optimization via a parallel augmented Lagrangian particle swarm optimization approach**,*Computers & Structures*, Vol. 89, No. 13 - 14, pp. 1352--1366, July, 2011. - Lina Jia, Sanyou Zeng, Dong Zhou, Aimin Zhou, Zhengjun Li and Hongyong Jing.
**Dynamic multi-objective differential evolution for solving constrained optimization problem**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 2649--2654, IEEE Service Center, New Orleans, Louisiana, USA, 5--8 June, 2011. - Guanbo Jia, Yong Wang, Zixing Cai and Yaochu Jin.
**An improved (mu+lambda)-constrained differential evolution for constrained optimization**,*Information Sciences*, Vol. 222, pp. 302--322, February 10, 2013. - Li Jian.
**Differential Genetic Particle Swarm Optimization for Continuous Function Optimization**, in*2009 Third International Symposium on Intelligent Information Technology Application (IITA 2009)*, pp. 524--527, Vol. 3, IEEE Computer Society Press, Nanchang, China, 21-22 November 2009, ISBN 978-0-7695-3859-4. - Minghai Jiao and Jiafu Tang.
**A Novel Particle Swarm Optimization for Constrained Engineering Optimization Problems**, in Lishan Kang, Zhihua Cai, Xuesong Yan and Yong Liu (editors),*2008 Advances in Computation and Intelligence, Third International Symposium (ISICA 2008)*, pp. 79--88, Springer. Lecture Notes in Computer Science, Vol. 5370, Wuhan, China, December 2008. - LiCheng Jiao, Lin Li, RongHua Shang, Fang Liu and Rustam Stolkin.
**A novel selection evolutionary strategy for constrained optimization**,*Information Sciences*, Vol. 239, pp. 122--141, August 1, 2013. - Fernando Jiménez and José L. Verdegay.
**Evolutionary techniques for constrained optimization problems**, in Hans-Jürgen Zimmermann (editor),*7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99)*, Aachen, Germany, 1999. Verlag Mainz. ISBN 3-89653-808-X. - Fernando Jiménez and José Luis Verdegay.
**Evolutionary Computation and Mathematical Programming**, in Bernd Reusch and Karl-Heinz Temme (editors),*Computational Intelligence in Theory and Practice*, pp. 167-182, Physica Verlag, Heidelberg, 2001. - Fernando Jiménez, Antonio F. Gómez-Skarmeta, Gracia Sánchez and Kalyanmoy Deb.
**An Evolutionary Algorithm for Constrained Multi-objective Optimization.**In*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 2, pages 1133-1138, Piscataway, New Jersey, May 2002.IEEE Service Center. - F. Jiménez, A.F. Gómez-Skarmeta and G. Sánchez.
**How Evolutionary Multi-objective Optimization can be used for Goals and Priorities based Optimization.**In*Primer Congreso Espaõl de Algoritmos Evolutivos y Bioinspirados (AEB'02)*, pages 460-465. Mérida España, 2002. - F. Jiménez, G. Sánchez, J. M. Cadenas, A. F. Gómez-Skarmeta and J. L. Verdegay.
**Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms**, in Bernd Reusch (editor),*Computational Intelligence, Theory and Applications*, pp. 713-722, Springer. Advances in Soft Computing. Vol. 33, Dortmund, Germany, 2005. - J.R. Jimenez-Octavio, O. Lopez-Garcia, E. Pilot and A. Carnicero.
**Coupled electromechanical optimization of power transmission**,*CMES-Computer Modeling in Engineering \& Sciences*, Vol. 25, No. 2, pp. 81--97, February 2008. - Xidong Jin and Robert G. Reynolds.
**Using Knowledge-Based Evolutionary Computation to Solve Nonlinear Constraint Optimization Problems: a Cultural Algorithm Approach**, in*1999 Congress on Evolutionary Computation*, pages 1672-1678, Washington, D.C., July 1999. IEEE Service Center. - Xidong Jin and Robert G. Reynolds.
**Mining Knowledge in Large-Scale Databases Using Cultural Algorithms with Constraint Handling Mechanisms**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1498-1506, Piscataway, New Jersey, July 2000. IEEE Service Center. - Yaochu Jin, Sanghoun Oh and Moongu Jeon.
**Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 2966--2973, IEEE Press, Barcelona, Spain, July 18--23, 2010. - R. Joan-Arinyo, M.V. Luzón and A. Soto.
**Constructive Geometric Constraint Solving: A New Application of Genetic Algorithms**, in Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas and Hans-Paul Schwefel (editors),*Proceedings of the 7th Parallel Problem Solving from Nature (PPSN VII)*, pages 759-768, Heidelberg, Germany, September 2002. Granada, Spain, Springer-Verlag. Lecture Notes in Computer Science Vol. 2439. - Yen-Yen Joe, Huan Xu, Zhao-Yang Dong, Huck-Hui Ng and Arthur Tay.
**Searching Oligo Sets of Human Chromosome 12 using Evolutionary Strategies**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1288-1293, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - J. Joines and C. Houck.
**On the use of non-stationary penalty functions to solve nonlinear constrained optimization problems with GAs**, in David Fogel (editor),*Proceedings of the first IEEE Conference on Evolutionary Computation*, pages 579-584, Orlando, Florida, 1994. IEEE Press. - A. Rezaee Jordehi.
**A review on constraint handling strategies in particle swarm optimisation**,*Neural Computing & Applications*, Vol. 26, No. 6, pp. 1265--1275, August 2015. - Efrén Juárez-Castillo, Nancy Pérez-Castro and Efrén Mezura-Montes.
**A novel boundary constraint-handling technique for constrained numerical optimization problems**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 2034--2041, IEEE Press, Sendai, Japan, 25-28 May, 2015, ISBN: 978-1-4799-7492-4. - Efrén Juárez-Castillo and Héctor-Gabriel Acosta-Mesa and Efrén Mezura-Montes.
**A novel boundary constraint-handling technique for constrained numerical optimization problems**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 604--611, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - D.S. Junag, Y.T. Wu and W.T. Chang.
**Discrete Lagrangian method for optimal design of truss structures**, in F. Bontempi (editor),*System-Based Vision for Strategic and Creative Design*, pp. 507--513, A.A. Balkema Publishers, Rome, Italy, September 23-26, 2003, ISBN 90-5809-599-1. - Ozgur Kabadurmus, M. Serdar Erdogan and M. Fatih Tasgetiren.
**Design of multi-product multi-period two-echelon supply chain network to minimize bullwhip effect through differential evolution**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 789--796, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - Hirotaka Kaji, Kokolo Ikeda and Hajime Kita.
**Uncertainty of Constraint Function in Evolutionary Multi-objective Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 1621-1628, IEEE Service Center, Trondheim, Norway, May, 2009. - Hirotaka Kaji, Kokolo Ikeda and Hajime Kita.
**Avoidance of Constraint Violation for Experiment-Based Evolutionary Multi-objective Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2756-2763, IEEE Service Center, Trondheim, Norway, May, 2009. - Jerome Henri Kämpf and Darren Robinson.
**Optimisation of building form for solar energy utilisation using constrained evolutionary algorithms**,*Energy and Buildings*, Vol. 42, No. 6, pp. 807--814, June, 2010. - G. Kanagaraj, S.G. Ponnambalam, N. Jawahar and J. Mukund Nilakantan.
**An Effective Hybrid Cuckoo Search and Genetic Algorithm for Constrained Engineering Design Optimization**,*Engineering Optimization*, Vol. 46, No. 10, pp. 1331--1351, October 2014. - Min Wook Kang, Paul Schonfeld and Ning Yang.
**Prescreening and Repairing in a Genetic Algorithm for Highway Alignment Optimization**,*Computer-Aided Civil and Infrastructure Engineering*, Vol. 24, No. 2, pp. 109-119, 2009. - Muzaffer Kapanoglu and Ilker Ozan Koc.
**A Multi-population Parallel Genetic Algorithm for Highly Constrained Continuous Galvanizing Line Scheduling**, in Francisco Almeida, María J. Blesa Aguilera, Christian Blum, José Marcos Moreno Vega, Melquíades Pérez Pérez andrea Roli and Michael Sampels (editors),*Hybrid Metaheuristics. Third International Workshop, HM 2006*, pages 28-41, Gran Canaria, Spain, October 2006. Springer-Verlag, Lecture Notes in Computer Science Vol. 4030. - A. Kapsalis, P. Chardaire, V.J. Rayward-Smith and G.D. Smith.
**The Radio Link Frequency Assignment Problem: A Case Study Using Genetic Algorithms**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 117-131, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - Dervis Karaboga and Bahriye Basturk.
**Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems**, in Patricia Melin, Oscar Castillo, Luis T. Aguilar, Janusz Kacptrzyk and Witold Pedrycz (editors),*Foundations of Fuzzy Logic and Soft Computing, 12th International Fuzzy Systems Association, World Congress, IFSA 2007*, pages 789-798, Springer, Lecture Notes in Artificial Intelligence Vol. 4529, Cancun, Mexico, June 2007. - Dervis Karaboga and Bahriye Akay.
**A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems**,*Applied Soft Computing*, Vol. 11, No. 3, pp. 3021--3031, April 2011. - Ali Husseinzadeh Kashan.
**An efficient algorithm for constrained global optimization and application to mechanical engineering design: League championship algorithm (LCA)**,*Computer-Aided Design*, Vol. 43, No. 12, pp. 1769--1792, December 2011. - Ali Husseinzadeh Kashan.
**An effective algorithm for constrained optimization based on optics inspired optimization (OIO)**,*Computer-Aided Design*, Vol. 63, pp. 52--71, June 2015. - Taiga Kato and Koji Shimoyama.
**Evolutionary Algorithm with Parallel Evaluation Strategy Using Constrained Penalty-based Boundary Intersection**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 3702--3709, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - A. Kaveh and S. Talatahari.
**A particle swarm ant colony optimization for truss structures with discrete variables**,*Journal of Constructional Steel Research*, Vol. 65, No. 8-9, pp. 1558-1568, August-September 2009. - A. Kaveh, B. Farahmand Azar, A. Hadidi, F. Rezazadeh Sorochi and S. Talatahari.
**Performance-based seismic design of steel frames using ant colony optimization**,*Journal of Constructional Steel Research*, Vol. 66, No. 4, pp. 566-574, April, 2010. - A. Kaveh and S. Talatahari.
**An improved ant colony optimization for constrained engineering design problems**,*Engineering Computations*, Vol. 27, Nos. 1-2, pp. 155--182, 2010. - A. Kaveh and S. Talatahari.
**Hybrid charged system search and particle swarm optimization for engineering design problems**,*Engineering Computations*, Vol. 28, Nos. 3-4, pp. 423--440, 2011. - Hiroharu Kawanata, Kosuke Yamamoto, Tomohiro Yoshikawa, Tsuyoshi Shinogi and Shinki Tsuruoka.
**Genetic Algorithm with the Constraints for Nurse Scheduling Problem.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 1123-1130, Piscataway, New Jersey, May 2001. IEEE Service Center. - S. Kazarlis and V. Petridis.
**Varying Fitness Functions in Genetic Algorithms: Studying the Rate of Increase of the Dynamic Penalty Terms**, in A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 211-220, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - S. A. Kazarlis, S. E. Papadakis, J. B. Theocharis and V. Petridis.
**Microgenetic Algorithms as Generalized Hill Climbing Operators for GA Optimization.***IEEE Transactions on Evolutionary Computation*, 5(3):204-217, June 2001. - Moslem Kazemi, G. Gary Wang, Shahryar Rahnamayan and Kamal Gupta.
**Metamodel-Based Optimization for Problems With Expensive Objective and Constraint Functions**,*Journal of Mechanical Design*, Vol. 133, No. 1, Article No. 014505, January 2011. - Soorathep Kheawhom.
**Efficient constraint handling scheme for differential evolutionary algorithm in solving chemical engineering optimization problem**,*Journal of Industrial and Engineering Chemistry*, Vol. 16, No. 4, pp. 620-628, July 25, 2010. - Y. Kilani and A. MohdZin.
**Treating Some Constraints as Hard Speeds up the ESG Local Search Algorithm**, in Bernardete Ribeiro, Rudolf F. Albrecht andrej Dobnikar, David W. Pearson and Nigel C. Steele (editors),*Adaptive and Natural Computing Algorithms*, pp. 257-250, Springer, Coimbra, Portugal, March 2005. - J.-H. Kim and H. Myung.
**Evolutionary programming techniques for constrained optimization problems.***IEEE Transactions on Evolutionary Computation*, 1:129-140, July 1997. - Dae Gyu Kim and Phil Husbands.
**Riemann Mapping Constraint Handling Method for Genetic Algorithms.**Technical Report CSRP 469, COGS, University of Sussex, UK, 1997. - Dae Gyu Kim and Phil Husbands.
**Mapping Based Constraint for Evolutionary Search; Thurston's Circle Packing and Grid Generation.**In Ian Parmee (editor),*The Integration of Evolutionary and Adaptive Computing Technologies with Product/System Design and Realisation*, pages 161-173. Springer-Verlag, Plymouth, United Kingdom, April 1998. - Dae Gyu Kim and Phil Husbands.
**Landscape Changes and the Performance of Mapping Based Constraint Handling Methods**, in A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 221-230, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - J.H. Kim and H. Myung.
**Hybrid Evolutionary Optimization Algorithm for Constrained Problems**, in Xin Yao (editor),*Evolutionary Computation, Theory and Applications*, pages 256-295. World Scientific, Singapore, 1999. - Jegyom Kim and Min-Jea Tahk.
**Co-Evolutionary Computation for Constrained Min-Max Problems and Its Application for Pursuit-Evasion Games**, in*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 1205-1212, Piscataway, New Jersey, May 2001. IEEE Service Center. - Yong-Hyuk Kim and Byung-Ro Moon.
**Lagrange Multiplier Method for Multi-campaign Assignment Problem**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1065-1077, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3103. - T-H Kim, I. Maruta and T. Sugie.
**A simple and efficient constrained particle swarm optimization and its application to engineering design problems**,*Proceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science*, Vol. 224, No. C2, pp. 389-400, 2010. - Moo-Sun Kim, Woo Il Lee, Woo-Suck Han and Alain Vautrin.
**Optimisation of location and dimension of SMC precharge in compression moulding process**,*Computers & Structures*, Vol. 89, No. 15 - 16, pp. 1523--1534, August, 2011. - Steven O. Kimbrough, Ming Lu, David Harlan Wood and D. J. Wu.
**Exploring a Two-Market Genetic Algorithm**, in W.B. Langdon, E.Cantú-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A.C. Schultz, J. F. Miller, E. Burke and N.Jonoska (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2002)*, pages 415-421, San Francisco, California, July 2002. Morgan Kaufmann Publishers. - Steven O. Kimbrough, Ming Lu and Soofi M. Safavi.
**Exploring a Financial Product Model with a Two-Population Genetic Algorithm**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 855-862, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Steven Orla Kinbrough, Ming Lu and David Harlan Wood.
**Exploring the Evolutionary Details of a Feasible-Infeasible Two-Population GA**, in Xin Yao, Edmund Burke, José A. Lozano, Jim Smith, , Juan J. Merelo-Guervós, John A. Bullinaria, Jonathan Rowe, Peter Tino, Ata Kabán and H.-P. Schwefel (editors),*Proceedings of 8th Parallel Problem Solving From Nature (PPSN VIII)*, pages 292-301, Heidelberg, Germany, September 2004. Birmingham, UK, Springer-Verlag. Lecture Notes in Computer Science Vol. 3242. - Steven Orla Kimbrough and David Harlan Wood.
**On Gray-Coded Binary Representation for Supporting a (Repair-by-Interpolation) Genetic Operator for Constrained Optimization Problems**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 1141-1148, IEEE Press, Singapore, September 2007. - Steven Orla Kimbrough, Gary J. Koehler, Ming Lu and David Harlan Wood.
**On a Feasible-Infeasible Two-Population (FI-2Pop) genetic algorithm for constrained optimization: Distance tracing and no free lunch**,*European Journal of Operational Research*, Vol. 190, No.2, pp. 310--327, October 16, 2008. - Steven O. Kimbrough, Ann Kuo and Hoong Chuin Lau.
**Effective Heuristic Methods for Finding Non-Optimal Solutions of Interest in Constrained Optimization Models**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 295-296, ACM Press, Portland, Oregon, USA, July 7-11, 2010, ISBN 978-1-4503-0072-8. - Shuhei Kimura and Koki Matsumura.
**Constrained Multimodal Function Optimization using a Simple Evolutionary Algorithm**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 447--454, IEEE Service Center, New Orleans, Louisiana, USA, 5--8 June, 2011. - Patrick Koch, Samineh Bagheri, Wolfgang Konen, Christophe Foussette, Peter Krause and Thomas Bäck.
**A New Repair Method for Constrained Optimization**, in*2015 Genetic and Evolutionary Computation Conference (GECCO 2015)*, pp. 273--280, ACM Press, Madrid, Spain, July 11-15, 2015, ISBN 978-1-4503-3472-3. - Andrew Koh.
**A Metaheuristic Framework for Bi-level Programming Problems with Multi-discipline Applications**, in El-Ghazali Talbi (editor),*Metaheuristics for Bi-level Optimization*, Chapter 6, pp. 153--187, Springer, Studies in Computational Intelligence Vol. 482, Berlin, Germany, 2013, ISBN 978-3-642-37837-9. - Manoela Kohler, Leonardo Forero, Marley Vellasco, Ricardo Tanscheit and Marco Aurélio Pacheco.
**PSO+: A Nonlinear Constraints-Handling Particle Swarm Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 2518--2523, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Abdullah Konak, Sadan Kulturel-Konak and Gregory Levitin.
**Multi-objective optimization of linear multi-state multiple sliding window system**,*Reliability Engineering & System Safety*, Vol. 98, No. 1, pp. 24--34, February 2012. - Xiangyong Kong, Haibin Ouyang and Xiaoxue Piao.
**A prediction-based adaptive grouping differential evolution algorithm for constrained numerical optimization**,*Soft Computing*, Vol. 17, No. 12, pp. 2293--2309, December 2013. - Haipeng Kong, Ni Li and Yuzhong Shen.
**Adaptive double chain quantum genetic algorithm for constrained optimization problems**,*Chinese Journal of Aeronautics*, Vol. 28, No. 1, pp. 214--228, February 2015. - Andreas Konstantinidis and Kun Yang.
**Multi-objective K-connected Deployment and Power Assignment in WSNs using a problem-specific constrained evolutionary algorithm based on decomposition**,*Computer Communications*, Vol. 34, No. 1, pp. 83-98, January 15, 2011. - Xiaoli Kou, Sanyang Liu, Jianke Zhang and Wei Zheng.
**Co-evolutionary particle swarm optimization to solve constrained optimization problems**,*Computers & Mathematics With Applications*, Vol. 57, No. 11-12, pp. 1776-1784, June 2009. - Peter Korosec and Juric Silc.
**The Continuous Differential Ant-Stigmergy Algorithm Applied on Real-Parameter Single Objective Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1327--1334, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Ryszard Kowalczyk.
**Constraint Consistent Genetic Algorithms**, in*Proceedings of the 1997 IEEE Conference on Evolutionary Computation*, pages 343-348, Indianapolis, USA, April 1997. IEEE. - Slawomir Koziel and Zbigniew Michalewicz.
**A Decoder-based Evolutionary Algorithm for Constrained Parameter Optimization Problems**, in T. Bäck, A. E. Eiben, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 231-240, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - Slawomir Koziel and Zbigniew Michalewicz.
**Evolutionary Algorithms, Homomorphous Mappings and Constrained Parameter Optimization.***Evolutionary Computation*, 7(1):19-44, 1999. - Oliver Kramer, Chaun-Kang Ting and Hans Kleine Büning.
**A Mutation Operator for Evolution Strategies to Handle Constrained Problems**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cant Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*volume 1, pages 917-918, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Oliver Kramer, Chuan-Kan Ting and Hans Kleine Buening.
**A New Mutation Operator for Evolution Strategies for Constrained Problems.**In*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 3, pages 2600-2606, Edinburgh, Scotland, September 2005. IEEE Service Center. - O. Kramer and H.-P. Schwefel.
**On three new approaches to handle constraints within evolution strategies**,*Natural Computing*, Vol. 5, No. 4, pp. 363-385, November 2006. - Oliver Kramer and Stephan Brügger and Dejan Lazovic.
**Sex and Death: Towards Biologically Inspired Heuristics for Constraint Handling**, in Dirk Thierens et al. (editors),*2007 Genetic and Evolutionary Computation Conference (GECCO 2007)*, pp. 666--673, Vol. 1, ACM Press, London, UK, July 2007 - Oliver Kramer.
**Premature Convergence in Constrained Continuous Search Spaces**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 62--71, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008 - Oliver Kramer, Andre Barthelmes and Günter Rudolph.
**Surrogate Constraint Functions for CMA Evolution Strategies**, in Bärbel Mertsching and Marcus Hund and Muhammad Zaheer Aziz (editors),*KI 2009: Advances in Artificial Intelligence, 32nd Annual German Conference on AI*, pp. 169--176, Springer. Lecture Notes in Computer Science Vol. 5803, Paderborn, Germany, September 15--18, 2009. - Oliver Kramer.
**A Review of Constraint-Handling Techniques for Evolution Strategies**,*Applied Computational Intelligence and Soft Computing*, Vol. 2010, Article ID 185063, No. 1, pp. 1--11, January, 2010. - Oliver Kramer, David Echeverría Ciaurri and Slawomir Koziel.
**Derivative-Free Optimization**, in Slawomir Koziel and Xin-She Yang (editors),*Computational Optimization, Methods and Algorithms*, Chapter 4, pp. 63--83, Springer, Berlin, Germany, 2011, ISBN 978-3-642-20858-4. - Oliver Kramer, Uli Schlachter and Valentin Spreckels.
**An Adaptive Penalty Function with Meta-Modeling for Constrained Problems**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1350--1354, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Oliver Kramer.
**A Brief Introduction to Continuous Evolutionary Optimization**, Springer, 2014, ISBN 978-3-319-03422-5. - Stanislaw Krenich.
**Multicriteria design optimization of robot gripper mechanisms**, in*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 47-48. Cracow, Poland, September 2002. - Stanislaw Krenich and Andrzej Osyczka.
**Optimal design of multiple clutch brakes using a multistage evolutionary method**, in*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 49-50. Cracow, Poland, September 2002. - Renato A. Krohling, Frank Hoffmann and Leandro dos Santos Coelho.
**Co-evolutionary Particle Swarm Optimization for Min-Max Problems using Gaussian Distribution**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 959-964, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Renato A. Krohling and Leandro dos Santos Coelho.
**Coevolutionary particle swarm optimization using Gaussian distribution for solving constrained optimization problems**,*IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics*, Vol. 36, No. 6, pp. 1407--1416, December, 2006. - Saku Kukkonen and Jouni Lampinen.
**Constrained Real-Parameter Optimization with Generalized Differential Evolution**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 911--918, IEEE, Vancouver, BC, Canada, July 2006 - Anand Jayant Kulkarni and Kang Tai.
**Probability Collectives: A distributed optimization approach for constrained problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3844--3851, IEEE Press, Barcelona, Spain, July 18--23, 2010. - V. Kumar.
**Algorithms for Constraint-Satisfaction Problems: A Survey.***AI Magazine*, pages 32-44, Spring 1992. - G. Saravana Kumar, P.K. Kalra and Sanjay G. Dhande.
**Parameter Optimization for B-spline Curve Fitting using Genetic Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1871-1878, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - D. Nagesh Kumar and M. Janga Reddy.
**Ant Colony Optimization for Multi-purpose Reservoir Operation**,*Water Resources Management*, Vol. 20, No. 6, pp. 879--898, December 2006. - Angel Kuri Morales and Carlos Villegas Quezada.
**A Universal Genetic Algorithm for Constrained Optimization**, in*Proceedings 6th European Congress on Intelligent Techniques & Soft Computing, EUFIT'98*, pages 518-522, Aachen, Germany, September 1998. Verlag Mainz. - Angel Fernando Kuri-Morales and Jesús Gutiérrez-García.
**Penalty Functions Methods for Constrained Optimization with Genetic Algorithms: A Statistical Analysis**, in Carlos A. Coello Coello, Alvaro de Albornoz, Luis Enrique Sucar and Osvaldo Cairó Battistutti (editors),*Proceedings of the 2nd Mexican International Conference on Artificial Intelligence (MICAI 2002)*, pages 108-117, Heidelberg, Germany, April 2001. Mérida, Yucatán, México, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 2313. - A. Kurpati, S. Azarm and J. Wu.
**Constraint handling improvements for multiobjective genetic algorithms.***Struct Multidisc Optim*, 23:204-213, 2002. - Raymond S. K. Kwan and Paavan Mistry.
**A co-evolutionary algorithm for train timetabling**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 2142-2148, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Jérémie Labroquère, Aurélie Héritier, Annalisa Riccardi and Dario Izzo.
**Evolutionary Constrained Optimization for a Jupiter Capture**, in Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic and Jim Smith (editors),*Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference*, pp. 261--271, Springer. Lecture Notes in Computer Science Vol. 8672, Ljubljana, Slovenia, September 13-17, 2014. - Dan Ladley and Seth Bullock.
**Logistic Constraints on 3D Termite Construction**, in Marco Dorigo, Mauro Birattari, Christian Blum, Luca M. Gambardella, Francesco Mondada and Thomas Stützle (editors),*Proceedings of 4th International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS'2004)*, pages 178-189, Heidelberg, Germany, September 2004. Brussels, Belgium, Springer-Verlag. Lecture Notes in Computer Science Vol. 3172. - Karla A.P. Lagares, Jaqueline S. Angelo, Heder S. Bernardino and Helio J.C. Barbosa.
**A Differential Evolution Algorithm for Bilevel Problems Including Linear Equality Constraints**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 1885--1992, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Nikolaos D. Lagaros, Manolis Papadrakakis and George Kokosslakis.
**Structural Optimization using Evolutionary Algorithms.***Computers and Structures*, 80(7-8):571-589, March 2002. - Nikos D. Lagaros, Vagelis Plevris and Manolis Papadrakakis.
**Neurocomputing Strategies for Solving Reliability-Robust Design Optimization Problems***Engineering Computations*, Vol. 27, No. 7--8, pp. 819--840, 2010. - Jouni Lampinen.
**A Constraint Handling Approach for the Differential Evolution Algorithm**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 2, pages 1468-1473, Piscataway, New Jersey, May 2002. IEEE Service Center. - Ricardo Landa-Becerra and Carlos A. Coello Coello.
**Optimization with Constraints using a Cultured Differential Evolution Approach**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantú Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 1, pages 27-34, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Ricardo Landa Becerra and Carlos A. Coello Coello.
**Cultured differential evolution for constrained optimization**,*Computer Methods in Applied Mechanicsand Engineering*, Vol. 195, Nos. 33--36, pp. 4303--4322, July 1, 2006. - R. Landa Becerra, R. Sagarna and X. Yao.
**An Evaluation of Differential Evolution in Software Test Data Generation**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2850-2857, IEEE Service Center, Trondheim, Norway, May, 2009. - T. Van Le.
**A Fuzzy Evolutionary Approach to Constrained Optimization Problems**, in*Proceedings of the Second IEEE Conference on Evolutionary Computation*, pages 274-278, Perth, November 1995. IEEE. - Chi-Ho Lee, Kui-Hong Park and Jong-Hwan Kim.
**Hybrid Parallel Evolutionary Algorithms for constrained optimization utilizing PC Clustering.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 1436-1441, Piscataway, New Jersey, May 2001. IEEE Service Center. - Jongsoo Lee and Hyuk Park.
**Constrained minimization utilizing GA based pattern recognition of immune system.***Journal of Mechanical Science and Technology*, 21(5):779--788, May 2007. - Soomin Lee and Benjamin W. Wah.
**Finding Good Starting Points for Solving Nonlinear Constrained Optimization Problems by Parallel Decomposition}**, in Alexander F. Gelbukh and Eduardo F. Morales (editors)*MICAI 2008: Advances in Artificial Intelligence, 7th Mexican International Conference on Artificial Intelligence*, pp. , Springer. Lecture Notes in Computer Science Vol. 5317, Atizapán de Zaragoza, Mexico, October 27-31, 2008. ISBDN 978-3-540-88635-8 - J.H. Lee, G.H. Kim and Y.S. Park.
**A geometry constraint handling technique for stiffener layout optimization problem.***Journal of Sound and Vibration*, 285(1-2):101-120, July 2005. - Guillermo Leguizamón and Carlos Coello Coello.
**A Boundary Search based ACO Algorithm Coupled with Stochastic Ranking**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pages 165-172. IEEE Press, Singapore, September 2007. - Guillermo Leguizamón and Carlos A. Coello Coello.
**Boundary Search for Constrained Numerical Optimization Problems with an Algorithm Inspired on the Ant Colony Metaphor**,*IEEE Transactions on Evolutionary Computation*, Vol. 13, No. 2, pp. 350-368, April 2009. - Guillermo Leguizamón and Carlos Coello Coello.
**Boundary Search for Constrained Numerical Optimization Problems**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 2, pp. 25-49, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - A.C.C. Lemonge and H.J.C. Barbosa.
**An Adaptive Penalty Scheme for Genetic Algorithms in Structural Optimization.***International Journal for Numerical Methods in Engineering*, 59(5):703-736, February 2004. - Afonso C.C. Lemonge, Michelli M. Silva and Helio J.C. Barbosa.
**Design Optimization of Geometrically Nonlinear Truss Structures Considering Cardinality Constraints**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 29--36, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Afonso C.C. Lemonge, Helio J.C. Barbosa and Heder S. Bernardino.
**A Family of Adaptive Penalty Schemes for Steady-state Genetic Algorithms**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 505--512, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Jamie A. Lennon and Ella M. Atkins.
**Preference-Based Trajectory Generation**,*Journal of Aerospace Computing Information and Communication*, Vol. 6, No. 3, pp. 142-170, 2009. - Wen Fung Leong and Gary G. Yen.
**Constraint Handling in Particle Swarm Optimization**,*International Journal of Swarm Intelligence Research*, Vol. 1, No. 1, pp. 42--63, January-March, 2010. - Wen Fung Leong, Yali Wu and Gary G. Yen.
**A Particle Swarm Optimizer for Constrained Multiobjective Optimization**, in Yuhui Shi (editors),*Emerging Research on Swarm Intelligence and Algorithm Optimization*, pp. 128--159, Information Science Reference, Hershey, PA, USA, 2015, ISBN 978-1-4666-6328-2. - K. M. Leung and Xi Zhang.
**Discrete Versus Continuous Parametrization of Bank Credit Rating Systems Optimization Using Differential Evolution**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 265-272, ACM Press, Portland, Oregon, USA, July 7-11, 2010, ISBN 978-1-4503-0072-8. - Joost Leuven, Egdar Reehuis, Michael Emmerich and Thomas Bäck.
**User-Derived Mutation in Highly Constrained Truck Loading Optimization**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 235--242, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - Yan Li and Li-Shan Kang.
**A New Evolutionary Algorithm for Solving Nonlinear Programming Problems.**In Alwyn Barry (editor),*Genetic and Evolutionary Computation Conference. Workshop Program*, pages 288-291, New York, July 2002. AAAI. - Y. Li and S.H. Leong.
**Kinematics control of redundant manipulators using CMAC neural network combined with genetic algorithms**, in R. M. Parkin, A. AlHaibeh and M. R. Jackson (editors),*ICOM 2003: International Conference on Mechatronics*, pp. 229--234, Professional Engineering Publishing Ltd, Loughborough, England, June 19-20, 2003, ISBN 978-1-4503-1963-8. - Hong Li, Yong-Chang Jiao and Yuping Wang.
**Integrating the simplified interpolation into the genetic algorithm for constrained optimization problems.***Computational Intelligence and Security. International Conference, CIS 2005*, volume 3801, pages 247-254, Xi'an, China, December 2005. Springer-Verlag. Lecture Notes in Artificial Intelligence. - Xiangyong Li, Peng Tian and Min Kong.
**A Novel Particle Swarm Optimization for Constrained Optimization Problems**, in Shichao Zhang and Ray Jarvis (editors),*AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence*, pp. 1305--1310, Springer. Lecture Notes in Computer Science Vol. 3809, Sydney, Australia, December 5--9, 2005. - Hecheng Li and Yuping Wang.
**A Genetic Algorithm for Solving a Special Class of Nonlinear Bilevel Programming Problems**, in Yong Shi, G. Dick van Albada, Jack Dongarra and Peter M.A. Sloot (editors),*7th International Conference Computational Science (ICCS'2007)*, pp. 1159-1162, Springer. Lecture Notes in Computer Science, Vol. 4490, Beijing, China, 2007. - Xiang Li and Xi-Ming Liang.
**A hybrid adaptive evolutionary algorithm for constrained optimization**, in*2007 Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing*, pp. 338--341, IEEE Computer Society Press, Kaohsiung, Taiwan, November 26-28, 2007. - Lily D. Li, Xiaodong Li and Xinghuo Yu.
**A Multi-Objective Constraint-Handling Method with PSO Algorithm for Constrained Engineering Optimization Problems**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 1528-1535, IEEE Service Center, Hong Kong, June 2008. - Hui Li and Xuesong Yan.
**A New Optimization Algorithm for Weight Optimization**, in Lishan Kang, Zhihua Cai, Xuesong Yan and Yong Liu (editors),*Advances in Computation and Intelligence, Third International Symposium, ISICA 2008*, pp. 723--730, Springer. Lecture Notes in Computer Science Vol. 5370, Wuhan, China, December 19-21, 2008. - Lily D. Li, Xiaodong Li and Xinghuo Yu.
**Power Generation Loading Optimization using a Multi-Objective Constraint-Handling Method via PSO Algorithm**, in*2008 6th International Conference on Industrial Informatics*, pp. 1530--1535. IEEE Press, Daejeon, South Korea, July 13-16, 2008, ISBN 978-1-4244-2170-1. - Ling-po Li, Ling Wang and Ye Xu.
**Differential Evolution with Level Comparison for Constrained Optimization**, in De-Shuang Huang, Kang-Hyun Jo, Hong-Hee Lee, Hee-Jun Kang and Vitoantonio Bevilacqua (editors),*Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, ICIC 2009*, pp. 351-360, Springer. Lecture Notes in Computer Science, Vol. 5755, Ulsan, South Korea, September 16-19, 2009. - Jian Li.
**A hybrid differential evolution method for Practical Engineering Problems**, in*Proceedings of the 2009 IITA Internatonal Conference on Control, Automation and Systems Engineering*, pp. 54--57, IEEE Computer Society Press, Zhangjiajie, China, July 11-12, 2009, ISBN 978-0-7695-3728-3. - Hong-Shuang Li and Siu-Kiu Au.
**Design optimization using Subset Simulation algorithm**,*Structural Safety*, Vol. 32, No. 6, pp. 384-392, 2010. - Zhihui Li, J. J. Liang, Xi He And Zhigang Shang.
**Differential evolution with dynamic constraint-handling mechanism**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1899--1906, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Xueqiang Li, Zhifeng Hao and Han Huang.
**An Intelligence Model with Max-Min Strategy for Constrained Evolutionary Optimization**, in Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash (editors),*Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010*, pp. 262--269, Springer-Verlag. Lecture Notes in Computer Science Vol. 6466, Chennai, India, December 16-18, 2010. - Hong Li, Yong-Chang Jiao and Li Zhang.
**Hybrid Differential Evolution With a Simplified Quadratic Approximation for Constrained Optimization Problems**,*Engineering Optimization*, Vol. 43, No. 2, pp. 115--134, 2011. - Zhihui Li, Zhigang Shang, J.J. Liang and Ben Niu.
**An Improved Differential Evolution for Constrained Optimization with Dynamic Constraint-Handling Mechanism**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 343--348, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Xiang Li and Gang Du.
**Inequality constraint handling in genetic algorithms using a boundary simulation method**,*Computers & Operations Research*, Vol. 39, No. 3, pp. 521--540, March 2012. - Xiang Li and Gang Du.
**BSTBGA: A hybrid genetic algorithm for constrained multi-objective optimization problems**,*Computers & Operations Research*, Vol. 40, No. 1, pp. 282--302, January 2013. - Xiang Li, Mohammad Reza Bonyadi, Zbigniew Michalewicz and Luigi Barone.
**Solving a Real-world Wheat Blending Problem Using a Hybrid Evolutionary Algorithm**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2665--2671, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Zhihui Li, Zhigang Shang, B. Y. Qu and J. J. Liang.
**Feature Selection based on Manifold-Learning with Dynamic Constraint-Handling Differential Evolution**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 332--337, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Zhihui Li, Zhigang Shang, B. Y. Qu and J. J. Liang.
**Differential Evolution Strategy based on the Constraint of Fitness Values Classification**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 1454--1460, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Xiangtao Li and Minghao Yin.
**Self-adaptive constrained artificial bee colony for constrained numerical optimization**,*Neural Computing & Applications*, Vol. 24, No. 3-4, pp. 723--734, March 2014. - Xiaosheng Li and Guoshan Zhang.
**Minimum penalty for constrained evolutionary optimization**,*Computational Optimization and Applications*, Vol. 60, No. 2, pp. 513--544, March 2015. - Mu Dong Li, Hui Zhao, Xing Wei Weng and Tong Han.
**A Novel Nature-Inspired Algorithm for Optimization: Virus Colony Search**,*Advances in Engineering Software*, Vol. 92, pp. 65--88, February 2016. - Jia-Peng Li, Yong Wang, Shengxiang Yang and Zixing Cai.
**A comparative study of constraint-handling techniques in evolutionary constrained multiobjective optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4175--4182, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - J.J. Liang and P.N. Suganthan.
**Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 316--323, IEEE, Vancouver, BC, Canada, July 2006 - Ximing Liang, Wen Long, Haoyu Qin and Shanchun Li,
**A novel constraint-handling method based on evolutionary algorithm**, in*2009 Second International Conference on Intelligent Computation Technology and Automation (ICICTA'09)*, pp. 130--133, IEEE Computer Society Press, Changsha, Hunan, China, 10-11 October 2009. - J.J. Liang, Shang Zhigang and Li Zhihui.
**Coevolutionary Comprehensive Learning Particle Swarm Optimizer**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1505--1512, IEEE Press, Barcelona, Spain, July 18--23, 2010. - J.J. Liang, B. Zheng, F.Y. Xu, B.Y. Qu and H. Song.
**Multi-objective Differential Evolution Algorithm Based on Fast Sorting and a Novel Constraints Handling Technique**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 445--450, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Bo Liao and Rein Luus.
**Comparison of the Luus-Jaakola optimization procedure and the genetic algorithm.***Engineering Optimization*, 37(4):381-398, June 2005. - G. E. Liepins and Michael D. Vose.
**Representational Issues in Genetic Optimization.***Journal of Experimental and Theoretical Computer Science*, 2(2):4-30, 1990. - Gunar E. Liepins and W. D. Potter.
**A Genetic Algorithm Approach to Multiple-Fault Diagnosis**, in Lawrence Davis (editor),*Handbook of Genetic Algorithms*, chapter 17, pages 237-250. Van Nostrand Reinhold, New York, New York, 1991. - Dudy Lim, Yew-Soon Ong, Rachman Setiawan and Muhammad Idris.
**Classifier-assisted constrained evolutionary optimization for automated geometry selection of orthodontic retraction spring**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1449--1456, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Yung-Chien Lin, Feng-Sheng Wang and Kao-Shing Hwang.
**A Hibrid Method of Evolutionary Algorithms for Mixed-Integer Nonlinear Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 3, pages 2159-2166, Piscataway, New Jersey, July 1999. IEEE Service Center. - Chyi-Yeu Lin and Wen-Hong Wu.
**Adaptive penalty strategies in genetic search for problems with inequality and equality constraints.**In*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 53-54. Cracow, Poland, September 2002. - Yung-Chien Lin, Kao-Shing Hwang and Feng-Sheng Wang.
**Hybrid Differential Evolution with Multiplier Updating Method for Nonlinear Constrained Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 872-877, Piscataway, New Jersey, May 2002. IEEE Service Center. - Yung-Chien Lin, Kao-Shing Hwang and Feng-Sheng Wang.
**An Evolutionary Lagrange Method for Mixed-Integer Constrained Optimization Problems.***Engineering Optimization*, 35(3):267-284, June 2003. - C.Y. Lin and W.H. Wu.
**Self-Organizing Adaptive Penalty Strategy in Constrained Genetic Search.***Structural and Multidisciplinary Optimization*, 26(6):417-428, April 2004. - W. Y. Lin.
**Optimum Design of Rolling Element Bearings Using a Genetic Algorithm-Differential Evolution (GA-DE) Hybrid Algorithm.***Proceedings of the Institution of Mechanical Engineers Part C-Journal of Mechanical Engineering Science*, Vol. 225, No. C3, pp. 714--721, 2011. - Geng Lin, Wenxing Zhu and Montaz M. Ali.
**An Effective Hybrid Memetic Algorithm for the Minimum Weight Dominating Set Problem**,*IEEE Transactions on Evolutionary Computation*, Vol. 20, No. 6, pp. 892--907, December 2016. - Hoi-Shan Lin, Jing Xiao and Zbigniew Michalewicz.
**Evolutionary Algorithm for Path Planning in Mobile Robot Environment.**In Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 211-216, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Chen Ling, Sheng Jie, Qin Ling and Chen Hongjian.
**A Method for Solving Optmization Problems in Continuous Space Using Ant Colony Algorithm**, in Marco Dorigo, Gianna Di Caro and Michael Sampels (editors),*Proceedings of the Third International Workshop, (ANTS'2002)*, pages 288-289. Brussels, Belgium, Springer Verlag, September 2002. Lecture Notes in Computer Science Vol. 2463. - V. V. Litinetski and B. M. Abramzon.
**Mars - A multistart adaptive random search method for global constrained optimization in engineering applications**,*Engineering Optimization*, Vol. 30, No. 2, pp. 125--154, 1998. - Pu Liu, Francis Lau, Michael J. Lewis and Cho li Wang.
**A New Asynchronous Parallel Evolutionary Algorithm for Function Optimization**, in Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas and Hans-Paul Schwefel (editors),*Proceedings of the 7th Parallel Problem Solving from Nature (PPSN VII)*, pages 401-410, Heidelberg, Germany, September 2002. Granada, Spain, Springer-Verlag. Lecture Notes in Computer Science Vol. 2439. - H.L. Liu and Y.P. Wang.
**Solving constrained optimization problem by a specific-design multiobjective genetic algorithm**, in*ICCIMA 2003: Fifth International Conference on Computational Intelligence and Multimedia Applications*, pp. 200--205, IEEE Computer Society Press, Xian, China, September 27-30, 2003, ISBN 0-7695-1957-1. - Jing Liu and Weicai Zhong.
**Constrained Optimization Using Organizational Evolutionary Algorithm**, in Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein Abbass, Hitoshi Iba, Guoliang Chen and Xin Yao (editors),*Simulated Evolution and Learning, 6th International Conference, SEAL 2006*, pp. 302--309, Springer. Lecture Notes in Computer Science Vol. 4247, Hefei, China, October 2006. - Jing Liu, Weicai Zhong and Licheng Hao.
**An organizational evolutionary algorithm for numerical optimization.***IEEE Transactions on Systems, Man and Cybernetics Part B--Cybernetics*, Vol. 37, No. 4, pp. 1052-1064, August 2007. - Hui Liu, Zixing Cai and Yong Wang.
**A New Constrained Optimization Evolutionary Algorithm by using Good Point Set**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 1247-1254, IEEE Press, Singapore, September 2007. - Bo Liu, Hannan Ma, Xuejun Zhang, Bo Liu and Yan Zhou.
**A Memetic Co-Evolutionary Differential Evolution Algorithm for Constrained Optimization**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 2996-3002, IEEE Press, Singapore, September 2007. - Bo Liu, Hannan Ma and Xuejun Zhang.
**A Co-evolutionary Differential Evolution Algorithm for Constrained Optimization**, in*ICNC 2007: Third International Conference on Natural Computation*, Vol. 4, pp. 51--57, IEEE Computer Society Press, Haikou, China, August 24-27, 2007. - Chun-An Liu.
**New multiobjective PSO algorithm for nonlinear constrained programming problems**, in Rubin Wang, Enhua Shen and Fanji Gu (Editors),*Proceedings of the International Conference on Intelligent System and Knowledge Engineering (ISKE 2007*, pp. 1168--1168, Atlantic Press, Chendgdu, China, October 15-16, 2007, ISBN 978-90-78677-04-8. - Chun-An Liu.
**New Multiobjective PSO Algorithm for Nonlinear Constrained Programming Problems**, in Rubin Wang and Fanji Gu and Enhua Shen (editors),*Advances in Cognitive Neurodynamics ICCN 2007*, pp. 955-962, Springer, June 2008. - Chun-An Liu.
**New Dynamic Constrained Optimization PSO Algorithm**, in Maozu Guo, Liang Zhao and Lipo Wang (Editors),*Fourth International Conference on Natural Computation 2008, ICNC'08*, pp. 650--653, IEEE Computer Society Press, Jinan, Shandong, China, 18-20 October 2008. - C. A. Liu and Yunping Wang.
**Multiobjective evolutionary algorithm for dynamic nonlinear constrained optimization problems**,*Journal of Systems, Engineering and Electronics*, Vol. 20, No. 1, pp. 204-210, February 2009. - Jinchao Liu, Zhun Fan, and Erik D. Goodman.
**SRaDE: An Adaptive Differential Evolution Based on Stochastic Ranking**, in*2009 Genetic and Evolutionary Computation Conference (GECCO'2009)*, pp. 1871-1872, ACM Press, Montreal, Canada, July 8--12, 2009. ISBN 978-1-60558-325-9 . - Jinchao Liu, Zhun Fan and Erik Goodman.
**SRDE: An Improved Differential Evolution Based on Stochastic Ranking**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 345-352, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Ruochen Liu, Yong Li, Wei Zhang and Licheng Jiao.
**Stochastic Ranking Based Differential Evolution Algorithm for Constrained Optimization Problem**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 887-890, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Bo Liu, Francisco V. Fernandez, Peng Gao and Georges Gielen.
**A Fuzzy Selection Based Constraint Handling Method for Multi-objective Optimization of Analog Cells**, in*2009 European Conference on Circuit Theory Design*, pp. 611--614, IEEE Press, Antalya, Turkey, August 23-27, 2009, ISBN 978-1-4244-3895-2. - Hui Liu, Zixing Cai and Yong Wang.
**Hybridizing particle swarm optimization wth differential evolution for constrained numerical and engineering optimization**,*Applied Soft Computing*, Vol. 10, No. 2, pp. 629-640, March, 2010. - Yuzhen Liu and Shoufu Li.
**Hybrid Good Point Set Evolutionary Strategy for Constrained Optimization**, in De-Shuang Huang, Martin McGinnity, Laurent Heutte and Xiao-Ping Zhang (editors),*Advanced Intelligent Computing Theories and Applications, 6th International Conference on Intelligent Computing, ICIC 2010*, pp. 30--39, Changsha, China, August 18-21, 2010. - Defang Liu and Bochu Wang.
**Biological Swarm Intelligence Based Opportunistic Resource Allocation for Wireless Ad Hoc Networks**,*Wireless Personal Communications*, Vol. 66, No. 4, pp. 629--649, October 2012. - Jing Liu.
**Constrained Layout Optimization in Satellite Cabin Using a Multiagent Genetic Algorithm**, in Lam Thu Bui, Yew Soon Ong, Nguyen Xuan Hoai, Hisao Ishibuchi and Ponnuthurai Nagaratnam Suganthan (editors),*Simulated Evolution and Learning, 9th International Conference, SEAL 2012*, pp. 440--449, Springer. Lecture Notes in Computer Science Vol. 7673, Hanoi, Vietnam, December 16-19, 2012. - Hai-Lin Liu and Dan Wang.
**A Constrained Multiobjective Evolutionary Algorithm based Decomposition and Temporary Register**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 3058--3063, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Zhenyi Liu and Qing Hui.
**A Numerical Gradient Based Technique and Directed Neighborhood Structure for Constrained Particle Swarm Optimization**, in*2013 American Control Conference (ACC'2013)*, pp. 4783--4788, IEEE Press, Washington, DC, USA, June 17-19, 2013, ISBN 978-1-4799-0178-4. - Qing Liu, Tomohiro Odaka, Jousuke Kuroiwa, Haruhiko Shirai and Hisakazu Ogura.
**A New Artificial Fish Swarm Algorithm for the Multiple Knapsack Problem**,*IEICE Transactions on Information and Systems*, Vol. E97D, No. 3, pp. 455--568, March 2014. - Bo Liu, Georges Gielen and Francisco V. Fernández (editors),
**Automated Design of Analog and High-frequency Circuits, A Computational Intelligence Approach**, Springer. Studies in Computational Intelligence Vol. 501, New York, USA, 2014, ISBN 978-3-642-39161-3. - Bo Liu, Georges Gielen and Francisco V. Fernández.
**High-Performance Analog IC Sizing: Advanced Constraint Handling and Search Methods**, in Bo Liu, Georges Gielen and Francisco V. Fernández (editors),*Automated Design of Analog and High-frequency Circuits*, pp. 41--62, Springer. Studies in Computational Intelligence Vol. 501, New York, USA, 2014, ISBN 978-3-642-39161-3. - Thomas D. Logan.
**An Electronic Card Production Line Loading Program- An Evolutionary Algorithm Implementation**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 206-210, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Wen Long, Ximing Liang, Yafei Huang and Yixiong Chen.
**A hybrid differential evolution augmented Lagrangian method for constrained numerical and engineering optimization**,*Computer-Aided Design*, Vol. 45, No. 12, pp. 1562--1574, December 2013. - Qiang Long.
**A Constraint Handling Technique for Constrained Multi-Objective Genetic Algorithm**,*Swarm and Evolutionary Computation*, Vol. 15, pp. 66--79, April, 2014. - Daniel H. Loughlin and S. Ranji Ranjithan.
**Chance-Constrained Genetic Algorithms**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1, pages 369-376, San Francisco, California, July 1999. Morgan Kaufmann. - Sushil J. Louis and Gregory J. Rawlins.
**Using genetic algorithms to design structures.**Technical Report 326, Computer Science Department, Indiana University, Bloomington, Indiana, feb 1991. - Haiyan Lu and Weiqi Chen.
**Dynamic-objective particle swarm optimization for constrained optimization problems**,*Journal of Combinatorial Optimization*, Vol. 12, No. 4, pp. 409--419, December 2006. - Haiyan Lu and Weiqi Chen.
**Self-adaptive velocity particle swarm optimization for solving constrained optimization problems**,*Journal of Global Optimization*, Vol. 41, No. 3, pp. 427--445, July 2008. - Wei Lu and Pentti Makelainen.
**Augmented Lagriangian genetic algorithms for optimal design of hat-shaped cold-formed steel profile**, in M. J. Skibniewski, P. Vainiunas and E. K. Zavadskas (editors),*9th International Conference: Modern Building Materials, Structures and Techniques*, pp. 998--1004, Vilnius Gediminas Technical University Press, Vilnius, Lithuania, May 16-18, 2007, ISBN 978-9955-28-201-3. - Youlin Lu, Jianzhong Zhou, Hui Qin, Yinghai Li and Yongchuan Zhang.
**An adaptive hybrid differential evolution algorithm for dynamic economic dispatch with valve-point effects**,*Expert Systems with Applications*, Vol. 37, No. 7, pp. 4842-4849, July, 2010. - Xiaofen Lu, Ke Tang and Xin Yao.
**Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation**, in Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa and Ben Paechter (Editors),*Parallel Problem Solving from Nature -- PPSN XIV, 14th International Conference*, pp. 203--213, Springer. Lecture Notes in Computer Science Vol. 9921, Edinburgh, UK, September 17-21, 2016, ISBN 978-3-319-45822-9. - C. B. Lucasius, M. J. J. Blommers, L. M. C. Buydens and G. Kateman.
**A Genetic Algorithm for Conformational Analysis of DNA**, in Lawrence Davis (editor),*Handbook of Genetic Algorithms*, chapter 18, pages 251-281. Van Nostrand Reinhold, New York, New York, 1991. - Felipe Luchi and Renato A. Krohling.
**Differential Evolution and Nelder-Mead for constrained non-linear integer optimization problems**, in*3rd International Conference on Information Technology and Quantitative Management (ITQM 2015)*, pp. 668--677, Elsevier, Rio de Janeiro, Brazil, July 21-24, 2015. - Daniel Lückehe, Markus Wagner and Oliver Kramer.
**On Evolutionary Approaches to Wind Turbine Placement with Geo-Constraints**, in*2015 Genetic and Evolutionary Computation Conference (GECCO 2015)*, pp. 1223--1230, ACM Press, Madrid, Spain, July 11-15, 2015, ISBN 978-1-4503-3472-3. - Daniel Lückehe, Markus Wagner and Oliver Kramer.
**Constrained Evolutionary Wind Turbine Placement with Penalty Functions**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4903--4910, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - G. C. Luh and C.H. Chueh.
**Multi-modal topological optimization of structure using immune algorithm**,*Computer Methods in Applied Mechanics and Engineering*, Vol. 193, No. 36--38, pp. 4035-4055, 2004. - Martin Lukasiewycz, Michael Glaβ, Christian Haubelt and Jürgen Teich.
**SAT-Decoding in Evolutionary Algorithms for Discrete Constrainted Optimization Problems**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 935-942, IEEE Press, Singapore, September 2007. - Martin Lukasiewycz, Michael Glaβ and Jürgen Teich.
**A Feasibility-Preserving Crossover and Mutation Operator for Constrained Combinatorial Problems**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 919--928, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008 - Martin Lukasiewycz, Michael Glaβ, Christian Haubelt and Jürgen Teich.
**A Feasibility-Preserving Local Search Operator for Constrained Discrete Optimization Problems**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 1968-1975, IEEE Service Center, Hong Kong, June 2008. - Szymon Lukasik and Slawomir Zak.
**Firefly Algorithm for Continuous Constrained Optimization Tasks**, in Ngoc Thanh Nguyen, Ryszard Kowalczyk and Shyi-Ming Chen (editors),*Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems, First International Conference, ICCCI 2009*, pp. 97--106, Springer. Lecture Notes in Artificial Intelligence Vol. 5796, Wroclaw, Poland, October 5-7, 2009. - Kai-Yew Lum, Pierre-Marie Jacquart and Mourad Sefrioui.
**Constrained Optimization of Multilayered Anti-Reflection Coatings using Genetic Algorithms**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 172-177, Singapore, November 2002. Orchid Country Club, Nanyang Technical University. - Kai-Yew Lum, Pierre-Marie Jacquart and Mourad Sefrioui.
**Constrained Optimization of Multilayered Anti-reflection Coatings Using Genetic Algorithms**, in Kay Chen Tan, Meng Hiot Lim, Xin Yao and Lipo Wang, (editors),*Recent Advances in Simulated Evolution and Learning*, pp. 603-322, World Scientific, Singapore, 2004. - Ken Lunn and Caroline Johnson.
**Spatial Reasoning with Genetic Algorithms. An Application in Planning of Safe Liquid Petroleum Gas Sites**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 73-84, Brighton, U.K., April 1996. Springer-Verlag. Lecture Notes in Computer Science No. 1143. - Ya-Zhong Luo, Guo-Jin Tang, Zhong-Gui Wang and Hai-Yang Li.
**Optimization of perturbed and constrained fuel-optimal impulsive rendezvous using a hybrid approach**,*Engineering Optimization*, Vol. 38, No. 8, pp. 959--973, December 2006. - Ya-Zhong Luo, Guo-Jin Tang and Hai-yang Li.
**Optimization of multiple-impulse minimum-time rendezvous with impulse constraints using a hybrid genetic algorithm**,*Aerospace Science and Technology*, Vol. 10, No. 6, pp. 534--540, September 2006. - Yiqing Luo, Xigang Yuan and Yongjian Liu.
**An improved PSO algorithm for solving non-convex NLP/MINLP problems with equality constraints.***Computers & Chemical Engineering*, Vol. 31, No. 3, pp. 153--162, January 29, 2007. - Rein Luus, Kelly Sabaliauskas and Ihor Harapyn.
**Handling Inequality Constraints in Direct Search Optimization.***Engineering Optimization*, 38(4):391-405, June 2006. - Wenping Ma, Licheng Jiao, Maoguo Gong and Ronghua Shang.
**Immune Clonal Selection Evolutionary Strategy for Constrained Optimization**, in Qiang Yang and Geoffrey I. Webb (editors),*Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence (PRICAI'2006)*, pp. 661-670, Springer. Lecture Notes in Computer Science, Vol. 4099, Guilin, China, 2006. ISBN 3-540-36667-9. - Haiping Ma and Dan Simon.
**Biogeography-Based Optimization with Blended Migration for Constrained Optimization Problems**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 417-418, ACM Press, Portland, Oregon, USA, July 7-11, 2010, ISBN 978-1-4503-0072-8. - Haiping Ma and Dan Simon.
**Blended Biogeography-Based Optimization for Constrained Optimization**,*Engineering Applications of Artificial Intelligence*, Vol. 24, No. 3, pp. 517--525, April, 2011. - Chao Ma, Jijian Lian and Junna Wang.
**Short-term optimal operation of three-gorge and Gezhouba cascade hydropower stations in non-flood season with operation rules from data mining**,*Energy Conversion and Management*, Vol. 65, pp. 616--627, January, 2013. - Martin Macas and Daniel Novák and Lenka Lhotská.
**Constraints in Particle Swarm Optimization of Hidden Markov Models**, in Emilio Corchado, Hujun Yin, Vicente J. Botti and Colin Fyfe (editors)*Intelligent Data Engineering and Automated Learning - IDEAL 2006*, pp. 1399-1406, Springer. Lecture Notes in Computer Science 4224, Burgos, Spain, September 20-23, 2006. - Andrea Maesani and Dario Floreano.
**Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES**, in Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic and Jim Smith (editors),*Parallel Problem Solving from Nature – PPSN XIII, 13th International Conference*, pp. 272--281, Springer. Lecture Notes in Computer Science Vol. 8672, Ljubljana, Slovenia, September 13-17, 2014. - Andrea Maesani, Giovanni Iacca and Dario Floreano.
**Memetic Viability Evolution for Constrained Optimization**,*IEEE Transactions on Evolutionary Computation*, Vol. 20, No. 1, pp. 125--144, February 2016. - M. Mahdavi, M. Fesanghary and E. Damangir.
**An improved harmony search algorithm for solving optimization problems.***Applied Mathematics and Computation*, 188(2):1567-1579, May 15th 2007. - Asghar Mahdavi and Mohammad Ebrahim Shiri.
**An augmented Lagrangian ant colony based method for constrained optimization**,*Computational Optimization and Applications*, Vol. 60, No. 1, pp. 263--276, January 2015. - Katherine M. Malan, Johannes F. Oberholzer and Andries P. Engelbrecht.
**Characterising Constrained Continuous Optimisation Problems**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 1351--1358, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - R. Mallipeddi and P. N. Suganthan.
**Evaluation of Novel Adaptive Evolutionary Programming on Four Constraint Handling Techniques**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 4046-4053, IEEE Service Center, Hong Kong, June 2008. - R. Mallipeddi, P. N. Suganthan and B. Y. Qu.
**Diversity Enhanced Adaptive Evolutionary Programming for Solving Single Objective Constrained Problems**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2106-2113, IEEE Service Center, Trondheim, Norway, May, 2009. - Rammohan Mallipeddi and Ponnuthurai N. Suganthan.
**Ensemble of Constraint Handling Techniques**,*IEEE Transactions On Evolutionary Computation*, Vol. 14, No. 4, pp. 561-579, August, 2010. - Rammohan Mallipeddi and Ponnuthurai Nagaratnam Suganthan.
**Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1907--1914, IEEE Press, Barcelona, Spain, July 18--23, 2010. - R. Mallipeddi, Ashu Verma, P. N. Sugamthan, B. K. Panigrahi and P. R. Bijwe.
**Constraint Handling in Transmission Network Expansion Planning**, in Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash (editors),*Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010*, pp. 709--717, Springer-Verlag. Lecture Notes in Computer Science Vol. 6466, Chennai, India, December 16-18, 2010. - Ashish Mani and C. Patvardhan.
**A Novel Hybrid Constraint Handling Technique for Evolutionary Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2577-2583, IEEE Service Center, Trondheim, Norway, May, 2009. - P. S Manoharan, P. S. Kannan, S. Baskar and M. W. Iruthayarajan.
**Penalty parameter-less constraint handling scheme based evolutionary algorithms solutions to economic dispatch**,*IET Generation, Transmission & Distribution*, Vol. 2, No. 4, pp. 478-490, July 2008. - Timo Mantere.
**A Min-Max Genetic Algorithm with Alternating Multiple Sorting for Solving Constrained Problems**, in Timo Honkela, Tapani Raiko, Jukka Kortela and Harri Valpola (editors),*Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006)*, pp. 61-67, Finnish Artificial Intelligence society FAIS, Espoo, Finland, October 25-27 2006. - Elena Marchiori.
**Combining Constraint Processing and Genetic Algorithms for Constrained Satisfaction Problems**, in Thomas Bäck (editor),*Proceedings of the Seventh International Conference on Genetic Algorithms (ICGA-97)*, pages 330-337, San Francisco, California, July 1997. Morgan Kaufmann. - Aldo Márquez-Grajales and Efrén Mezura-Montes.
**μJADEε: Micro adaptive differential evolution to solve constrained optimization problems**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 4183--4190, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - S. Martorell, S. Carlos, A. Sanchez and V. Serradell.
**Constrained optimization of test intervals using a steady-state genetic algorithm**,*Reliability Engineering & System Safety*, Vol. 67, No. 3, pp. 215--232, March 2000. - M. Hadi Mashinchi, Mehmet A. Orgun and Witold Pedrycz.
**Hybrid optimization with improved tabu search**,*Applied Soft Computing*, Vol. 11, No. 2, pp. 1993--2006, March, 2011. - Kazuaki Masuda and Kenzo Kurihara.
**A constrained global optimization method based on multi-objective particle swarm optimization**,*Electronics and Communications in Japan*, Vol. 95, No. 1, pp. 43--54, January 2012. - Shouichi Matsui and Ken ichi Tokoro.
**A New Genetic Algorithm for Minimum Span Frequency Assignment using Permutation and Clique.**In Darrell Whitley, David Goldberg, Erick Cantú-Paz, Lee Spector, Ian Parmee and Hans-Georg Beyer (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)*, pages 682-689, San Francisco, California, July 2000. Morgan Kaufmann. - Shouichi Matsui and Ken ichi Tokoro.
**Improving the Performance of a Genetic Algorithm for Minimum Span Frequency Assignment Problem with an Adaptive Mutation Rate and a New Initialization Method.**In Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)*, pages 1359-1366, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - Jorge Maturana and María-Cristina Riff.
**An evolutionary algorithm to solv the Short-term Electrical Generation Scheduling Problem**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1150-1156, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Issam Mazhoud, Khaled Hadj-Hamou, Jean Bigeon and Patrice Joyeux.
**Particle swarm optimization for solving engineering problems: A new constraint-handling mechanism**,*Engeneering Applications of Artificial Intelligence*, Vol. 26, No. 4, pp. 1263--1273, April 2013. - Fréderic Médioni, Nicolas Durand and Jean-Marc Alliot.
**Air Traffic Conflict Resolution by Genetic Algorithms.**In J.-M. Alliot, E. Lutton, E. Ronald, M. Schoenauer and D. Snyers (editors),*Proceedings of the 2nd European Conference on Artificial Evolution (AE 1995)*, pages 370-383, Heidelberg, Germany, September 1995. Brest, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1063. - Anthony John Medland and Jason Matthews.
**The implementation of a direct search approach for the resolution of complex and changing rule-based problems**,*Engineering With Computers*, Vol. 27, No. 2, pp. 105--115, April 2011. - Vivek Kumar Mehta and Bhaskar Dasgupta.
**A constrained optimization algorithm based on the simplex search method**,*Engineering Optimization*, Vol. 44, No. 5, pp. 537--550, 2012. - Adriana Menchaca-Mendez and Carlos A. Coello Coello.
**A New Proposal to Hybridize the Nelder-Mead Method to a Differential Evolution Algorithm for Constrained Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2598--2605, IEEE Press, Trodheim, Norway, May 2009. - Zhiqing Meng and Chuangyin Dang.
**A Hopfiled Neural Network for Nonlinear Constrained Optimization Problems Based on Penalty Function**, in Jun Wang, Xiaofeng Liao and Zhang Yi (editors),*Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks*, pp. 712-717, Springer. Lecture Notes in Computer Science Vol. 3496, Chongqing, China, May 30 - June 1, 2005. - Laurence D. Merkle and John W. Luiginsland.
**Design Optimization for a Novel Class of High Power Microwave Sources**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1732-1739, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Koenraad Mertens and Tom Holvoet.
**CSAA: a Constraint Satisfaction Ant Algorithm Framework**, in I.C. Parmee (editor),*Proceedings of the Sixth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2004)*, volume 6, pages 285-294, Bristol, UK, April 2004. Springer-Verlag. - Bernd Meyer and Andreas Ernst.
**Integrating ACO and Constraint Propagation**, in Marco Dorigo, Mauro Birattari, Christian Blum, Luca M. Gambardella, Francesco Mondada and Thomas Stützle (editors),*Proceedings of 4th International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS'2004)*, pages 166-177, Heidelberg, Germany, September 2004. Brussels, Belgium, Springer-Verlag. Lecture Notes in Computer Science Vol. 3172. - Bernd Meyer.
**Constraint Handling and Stochastic Ranking in ACO**, in*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 3, pages 2683-2690, Edinburgh, Scotland, September 2005. IEEE Service Center. - Bernd Meyer.
**Hybrids of Constructive Metaheuristics and Constraint Programming: A Case Study with ACO**, in Christian Blum, María J. Blesa Aguilera andrea Roli and Michael Sampels (editors),*Hybrid Metaheuristics*, pp. 151-183, Springer, Studies in Computational Intelligence, Volume 114, Berlin, 2008. - E. Mezura-Montes, C. A. Coello Coello, J. Velázquez-Reyes and L. Muñoz-Dávila.
**Multiple trial vectors in differential evolution for engineering design**.*Engineering Optimization*, Vol. 39, No. 5, pp. 567-589, July 2007 . - Efrén Mezura-Montes.
**Uso de la Técnica Multiobjetivo NPGA para el Manejo de Restricciones en Algoritmos Genéticos.**Master's thesis, Universidad Veracruzana, Xalapa, México, 2001. (In Spanish). - Efrén Mezura-Montes.
**Alternative Techniques to Handle Constraints in Evolutionary Optimization**PhD thesis, Computer Science Section, Electrical Eng. Department., CINVESTAV-IPN, México City, México, December 2004. - Efrén Mezura-Montes, Arturo Hernández Aguirre and Carlos A. Coello Coello.
**Using Evolution Strategies to Solve Constrained Optimization Problems.**In Miguel Cerrolaza William Annicchiarico, Jacques Périaux and Gabriel Winter (editors),*Evolutionary Algorithms and Intelligent Tools in Engineering Optimization*, pages 1-25. WIT Press, CIMNE Barcelona, Southhampton, Boston, 2005. ISBN 1-84564-038-1. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**A Numerical Comparison of some Multiobjective-Based Techniques to Handle Constraints in Genetic Algorithms.**Technical Report EVOCINV-03-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México D.F., México, 2002. Available in the List of References on Constraint-Handling Techniques used with Evolutionary Algorithms at http://www.cs.cinvestav.mx/~constraint. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Multiobjective-Based Concepts to Handle Constraints in Evolutionary Algorithms**, in Edgar Chávez, Jesús Favela, Marcelo Mejía and Alberto Oliart (editors),*Proceedings of the Fourth Mexican International Conference on Computer Science (ENC'2003)*, pages 192-199, Los Alamitos, CA,September 2003. Apizaco, Tlaxcala, México, IEEE Computer Society. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**On the Usefulness of the Evolution Strategies Self-Adaptation Mechanism to Handle Constraints in Global Optimization.**Technical Report EVOCINV-01-2003, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México D.F., México, 2003. Available in the Constraint Handling Techniques in Evolutionary Algorithms Repository at http://www.cs.cinvestav.mx/~constraint/. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**A Simple Evolution Strategy to Solve Constrained Optimization Problems**, in Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence David Davis, Rajkumar Roy, Una-May O' Reilly, Hans-Georg Beyer, Russell Standish, Graham Kendall, Stewart Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitch A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasha Jonoska and Julian Miller (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2003)*, pages640-641, Heidelberg, Germany, July 2003. Chicago, Illinois, Springer Verlag. Lecture Notes in Computer Science Vol. 2723. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**A Simple Multimembered Evolution Strategy to Solve Constrained Optimization Problems.**Technical Report EVOCINV-04-2003, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México D.F., México, 2003. Available in the Constraint Handling Techniques in Evolutionary Algorithms Repository at http://www.cs.cinvestav.mx/~constraint/. - Efrén Mezura-Montes and CarlosA. Coello Coello.
**What Makes a Constrained Problem Difficult to Solve by an Evolutionary Algorithm.**Technical Report EVOCINV-01-2004, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México D.F., México, 2004. Available in the Constraint Handling Techniques in Evolutionary Algorithms Repository at http://www.cs.cinvestav.mx/~constraint/. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Identifying On-line Behavior and Some Sources of Difficulty in Two Competitive Approaches for Constrained Optimization.**In*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 2, pages 1477-1484, Edinburgh, Scotland, September 2005. IEEE Press. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Saving Evaluations in Differential Evolution for Constrained Optimization.**Vladimir Estivill-Castro and J. Alfredo Sánchez (editors),*Sixth Mexican International Conference on Computer Science (ENC'05)*, pages 274-281, Los Alamitos, California, September 2005. IEEE Computer Society Press. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Use of Multiobjective Optimization Concepts to Handle Constraints in Genetic Algorithms.**In Ajith Abraham, Lakhmi Jain and Robert Goldberg (editors),*Evolutionary Multiobjective Optimization: Theoretical Advances And Applications*, pages 229-254, London, 2005. Springer-Verlag. ISBN 1-85233-787-7. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Adding a Diversity Mechanism to a Simple Evolution Strategy to Solve Constrained Optimization Problems.**In*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 6-13, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Conceptos de Optimización Multiobjetivo para el Manejo de Restricciones en Algoritmos Evolutivos: Un Estudio Comparativo**, in Salvador Botello, Arturo Hernández and Carlos A. Coello Coello (editors),*Proceedings of the 1st Mexican Conference on Evolutionary Computation (COMCEV 2003)*, pages 1-12, Guanajuato, México, May 2003. Guanajuato, México, CIMAT, A.C. (In spanish). - Efrén Mezura-Montes and Carlos A. Coello Coello.
**An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 700-712, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**A Study of Mechanisms to Handle Constraints in Evolutionary Algorithms**, in Terry Riopka and Maarten Keijzer (editors),*Graduate Student Workshop at the Genetic and Evolutionary Computation Conference (GECCO'2004)*. Seattle, Washington, USA, ISGEC, June 2004. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**A Simple Multimembered Evolution Strategy to Solve Constrained Optimization Problems.***IEEE Transactions on Evolutionary Computation*, 9(1):1-17, February 2005. - Efrén Mezura-Montes, Carlos A. Coello Coello and Ricardo Landa-Becerra.
**Engineering Optimization Using a Simple Evolutionary Algorithm**, in*Proceedings of the Fiftheenth International Conference on Tools with Artificial Intelligence (ICTAI'2003)*, pages 149-156, Los Alamitos, CA, November 2003. Sacramento, California, IEEE Computer Society. - Efrén Mezura-Montes, Carlos A. Coello Coello and Edy I. Tun-Morales.
**Simple Feasibility Rules and Differential Evolution for Constrained Optimization**, in Raúl Monroy, Gustavo Arroyo-Figueroa, Luis Enrique Sucar and Humberto Sossa (editors),*Proceedings of the 3rd Mexican International Conference on Artificial Intelligence (MICAI'2004)*, pages 707-716, Heidelberg, Germany, April 2004. Springer Verlag. Lecture Notes in Artificial Intelligence No. 2972. - Efrén Mezura-Montes, Jesús Velázquez-Reyes and Carlos A. Coello Coello.
**Promising Infeasibility and Multiple Offspring Incorporated to Differential Evolution for Constrained Optimization**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantú Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 1, pages 225-232, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Efrén Mezura-Montes, Jesús Velázquez-Reyes and Carlos A. Coello Coello.
**Comparing Differential Evolution Models for Global Optimization.***Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2006)*, volume 1, pages 485-492, New York, June 2006. Washington DC, USA, ACM Press. ISBN 1-59593-186-4. - Efrén Mezura-Montes and Jesús Velázquez-Reyes and Carlos A. Coello Coello.
**Modified Differential Evolution for Constrained Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 332--339, IEEE, Vancouver, BC, Canada, July 2006 - Efrén Mezura-Montes and Blanca Cecilia López-Ramírez.
**Comparing Bio-Inspired Algorithms in Constrained Optimization Problems**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pages 662--669, September 2007. IEEE Press. - Efrén Mezura-Montes, Lucía Muñoz-Dávila and Carlos A. Coello Coello.
**A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization**, in Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone and David Pelta (editors),*Nature Inspired Cooperative Strategies for Optimization*, pp. 1--14, Springer, Berlin, 2008, ISBN 978-3-540-78986-4 - Efrén Mezura-Montes (editor).
**Constraint-Handling in Evolutionary Optimization**. Springer, Berlin, Germany, 2009. Note: ISBN 978-3-642-00618-0. - Efrén Mezura-Montes and Ana Gabriela Palomeque-Ortiz.
**Self-adaptive and Deterministic Parameter Control in Differential Evolution for Constrained Optimization**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 5, pp. 95-120, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Efrén Mezura-Montes and Ana Gabriela Palomeque-Ortiz.
**Parameter Control in Differential Evolution for Constrained Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 1375-1382, IEEE Service Center, Trondheim, Norway, May, 2009. - Efrén Mezura-Montes and Jorge Isacc Flores-Mendoza.
**Improved Particle Swarm Optimization in Constrained Numerical Search Spaces**, in Raymond Chiong (Editor),*Nature-Inspired Algorithms for Optimisation*, pp. 299--332, Springer, Berlin, ISBN 978-3-642-00266-3, 2009. - Efren Mezura-Montes, Mariana Edith Miranda-Varela and Rubi del Carmen Gomez-Ramon.
**Differential evolution in constrained numerical optimization: An empirical study**,*Information Sciences*, Vol. 180, No. 22, pp. 4223-4262, November 15, 2010. - Efrén Menzura Montes and Ramiro Ernesto Velez Koeppel.
**Elitist Artificial Bee Colony for constrained real-parameter optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 2068--2075, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Efrén Mezura-Montes, Mauricio Damián-Araoz and Omar Cetina-Domínguez.
**Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 4118--4125, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Efrén Mezura-Montes and Carlos A. Coello Coello.
**Constraint-Handling in Nature-Inspired Numerical Optimization: Past, Present and Future**,*Swarm and Evolutionary Computation*, Vol. 1, No. 4, pp. 173-194, December 2011. - Efrén Mezura-Montes and Omar Cetina-Domínguez.
**Empirical analysis of a modified Artificial Bee Colony for constrained numerical optimization**,*Applied Mathematics and Computation*, Vol. 218, No. 22, pp. 10943--10973, July 15, 2012. - Efrén Mezura-Montes and Elyar A. López-Dávila.
**Adaptation and Local Search in the Modified Bacterial Foraging Algorithm for Constrained Optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 497--504, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Efrén Mezura-Montes, Edgar A. Portilla-Flores and Betania Hernández-Ocaña.
**Optimum synthesis of a four-bar mechanism using the modified bacterial foraging algorithm**,*International Journal of Systems Science*, Vol. 45, No. 5, pp. 1080--1100, May 4, 2014. - Zbigniew Michalewicz and Cezary Z. Janikow.
**Handling Constraints in Genetic Algorithms**, in R. K. Belew and L. B. Booker (editors),*Proceedings of the Fourth International Conference on Genetic Algorithms (ICGA-91)*, pages 151-157, San Mateo, California, 1991, University of California, San Diego, Morgan Kaufmann Publishers. - Zbigniew Michalewicz and Naguib F. Attia.
**Evolutionary Optimization of Constrained Problems.**In*Proceedings of the 3rd Annual Conference on Evolutionary Programming*, pages 98-108. World Scientific, 1994. - Zbigniew Michalewicz and Jaroslaw Arabas.
**Genetic algorithms for the 0/1 knapsack problem**, in Zbigniew W. Ras and Maria Zemankova (editors),*Methodologies for Intelligent Systems, 8th International Symposium, (ISMIS '94)*, pp. 134-143, Springer. Lecture Notes in Computer Science, Vol. 869, Charlotte, North Carolina, USA, 1994. - Zbigniew Michalewicz.
**Genetic Algorithms, Numerical Optimization and Constraints**, in Larry J. Eshelman (editor),*Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA-95)*, pages 151-158, San Mateo, California, July 1995. University of Pittsburgh, Morgan Kaufmann Publishers. - Zbigniew Michalewicz.
**A Survey of Constraint Handling Techniques in Evolutionary Computation Methods.**In J. R. McDonnell, R. G. Reynolds and D. B. Fogel (editors),*Proceedings of the 4th Annual Conference on Evolutionary Programming*, pages 135-155. The MIT Press, Cambridge, Massachusetts, 1995. - Zbigniew Michalewicz and G. Nazhiyath.
**Genocop III: A co-evolutionary algorithm for numerical optimization with nonlinear constraints**, in David B. Fogel (editor),*Proceedings of the Second IEEE International Conference on Evolutionary Computation*, pages 647-651, Piscataway, New Jersey, 1995. IEEE Press. - Zbigniew Michalewicz and Jing Xiao.
**Evaluation of Paths in Evolutionary Planner/Navigator**, in*Proceedings of the 1995 International Workshop on Biologically Inspired Evolutionary Systems*, pages 45-52, Tokyo, Japan, May 1995. - Zbigniew Michalewicz and Marc Schoenauer.
**Evolutionary Algorithms for Constrained Parameter Optimization Problems.***Evolutionary Computation*, 4(1):1-32, 1996. - Zbigniew Michalewicz.
Springer-Verlag, third edition, 1996.**Genetic Algorithms + Data Structures = Evolution Programs.** - Zbigniew Michalewicz, Dipankar Dasgupta, R. Le Riche and Marc Schoenauer.
**Evolutionary algorithms for constrained engineering problems.***Computers & Industrial Engineering Journal*, 30(4):851-870, September 1996. - Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt and Thomas J. Stidsen.
**Towards Understanding Constraint-Handling Methods in Evolutionary Algorithms**, in*1999 Congress on Evolutionary Computation*, pages 581-588, Washington, D.C., July 1999. IEEE Service Center. - Z. Michalewicz, K. Deb, M. Schmidt and Th. Stidsen.
**Evolutionary Algorithms for Engineering Applications**, in K. Miettinen, P. Neittaanmäki, M. M. Mäkelä and J. Périaux (editors),*Evolutionary Algorithms in Engineering and Computer Science*, pages 73-94. John Wiley and Sons, Chichester, England, 1999. - Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt and Thomas Stidsen.
**Test-Case Generator for Nonlinear Continuous Parameter Optimization Techniques.***IEEE Transactions on Evolutionary Computation*, 4(3):197-215, September 2000. - Zbigniew Michalewicz and Martin Schmidt.
**Evolutionary Algorithms and Constrained Optimization**, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (eds),*Evolutionary Optimization*, pages 57-86, Kluwer Academic Publishers, New York, February 2002, ISBN 0-7923-7654-4. - Zbigniew Michalewicz and Martin Schmidt.
**TCG-2: A Test-Case Generator for Non-linear Parameter Optimisation Techniques**, in Ashish Ghosh and Shigeyoshi Tsutsui (editors),*Advances in Evolutionary Computing, Theory and Applications*, pages 193-212. Springer, Heidelberg, Germany, 2003. - Zbigniew Michalewicz.
**Evolutionary Algorithms in Engineering Optimization**, in William Annicchiarico, Jacques Périaux, Miguel Cerrolaza and Gabriel Winter (editors),*Evolutionary Algorithms and Intelligent Tools in Engineering Optimization*, pages 26-51. WIT Press, CIMNE Barcelona, Southampton, Boston, 2005. ISBN 1-84564-038-1. - T. Michelitsch, T. Wagner, D. Biermann and C. Hoffman.
**Designing Memetic Algorithms for Real-World Applications Using Self-Impossed Constraints**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 3050-3057, IEEE Press, Singapore, September 2007. - K. Miettinen, M.M. Mäkelä and J. Mäkinen.
**Handling Constraints with Penalty Techniques in Genetic Algorithms - A Numerical Comparison.**Technical Report B10/1999, University of Jyväskylä, Department of Mathematical Information Technology, Series B, Scientific Computing, 1999. - K. Miettinen, M.M. Makela and J. Toivanen.
**Numerical comparison of some penalty-based constraint handling techniques in genetic algorithms.***Journal of Global Optimization*, 27(4):427-446, December 2003. - Leticia Fleck Fadel Miguel and Leandro Fleck Fadel Miguel.
**Shape and size optimization of truss structures considering dynamic constraints through modern metaheuristic algorithms**,*Expert Systems with Applications*, Vol. 39, No. 10, pp. 9458--9467, August 2012. - George G. Mitchell, Diarmuid O'Donoghue and Adrian Trenaman.
**A New Operator for Efficient Evolutionary Solutions to the Travelling Salesman Problem**.*Applied Informatics*, pp. 98--103, IASTED Press, Innsbruck, Austria, 2000. - George G. Mitchell, Diarmuid O'Donoghue, David Barnes and Mark McCarville.
**GeneRepair- A Repair Operator for Genetic Algorithms**, in*2003 Genetic and Evolutionary Computation Conference Late Breaking Papers*, pp. 235--239, Chicago, USA, July 12-16, 2013. - George G. Mitchell.
**Evolutionary Computation Applied to Combinatorial Optimisation Problems**, PhD thesis, School of Electronic Engineering, Dublin City University, September 2007 (abstract). - Seyedali Mirjalili and Andrew Lewis.
**Adaptive gbest-guided gravitational search algorithm**,*Neural Computing & Applications*, Vol. 25, No. 7--8, pp. 1569--1584, December 2014. - Minami Miyakawa, Keiki Takadama and Hiroyuki Sato.
**Control of Variable Exchange Probability for Directed Mating in Evolutionary Constrained Multi-objective Continuous Optimization**, in*2015 3rd International Symposium on Computational and Business Intelligence (ISCBI 2015)*, pp. 89--94, IEEE Press, Bali, Indonesia, 7-9 December, 2015, ISBN 978-1-4673-8501-5. - Minami Miyakawa, Keiki Takadama and Hiroyuki Sato.
**Controlling Selection Areas of Useful Infeasible Solutions for Directed Mating in Evolutionary Constrained Multi-Objective Optimization**,*Annals of Mathematics and Artificial Intelligence*, Vol. 76, No. 1-2, pp. 25--46, February 2016. - Hamidreza Modares and Mohammad-Bagher Naghibi Sistani.
**Solving nonlinear optimal control problems using a hybrid IPSO-SQP algorithm**,*Engineering Applications of Artificial Intelligence*, Vol. 24, No. 3, pp. 476--484, April, 2011. - Arvind Mohais, Maksud Ibrahimov, Sven Schellenberg, Neal Wagner and Zbigniew Michalewics.
**Time-varying constraints and other practical problems in real-world scheduling applications**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 4379--4386, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Arvid Mohais, Sven Schellenberg, Maksud Ibrahimov, Neal Wagner and Zbigniew Michaelwicz.
**An Evolutionary Approach to Practical Constraints in Scheduling: A Case-Study of the Wine Bottling Problem**, in Raymond Chiong, Thomas Weise and Zbigniew Michalewicz (editors),*Variants of Evolutionary Algorithms for Real-World Applications*, pp. 31--58, Springer, Berlin, 2012. - Ali Wagdy Mohamed and Hegazy Zaher Sabry.
**Constrained optimization based on modified differential evolution algorithm**,*Information Sciences*, Vol. 194, pp. 171--208, July 1, 2012. - Ammar W. Mohemmed, Nirod Chandra Sahoo and Tan Kim Geok.
**Hybrid co-evolutionary particle swarm optimization and noising metaheuristics for the delay constrained least cost path problem**,*Journal of Heuristics*, Vol. 16, No. 4, pp. 593--616, August, 2010. - Christopher K. Monson and Kevin D. Seppi.
**Linear Equality Constraints and Homomorphous Mappings in PSO.**In*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, Volume 1, pages 73-80, Edinburgh, Scotland, September 2005. IEEE Service Center. - Christopher Kenneth Monson.
**No Free Lunch, Bayesian Inference and Utility: A Decision-Theoretic Approach to Optimization**, PhD thesis, Department of Computer Science, Brigham Young University, USA, August 2006 (abstract). - Marco Montemurro, Angela Vincenti and Paolo Vannucci.
**The Automatic Dynamic Penalisation method (ADP) for handling constraints with genetic algorithms**,*Computer Methods in Applied Mechanics and Engineering*, Vol. 256, pp. 70--87, April 2013. - José Luis Montaña, César Luis Alonso, Stefano Cagnoni and Mar Callau.
**Computing Surrogate Constraints for Multidimensional Knapsack Problems Using Evolution Strategies**, in Mario Giacobini et al. (editors),*Applications of Evolutionary Computing. EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC and EvoTransLog*, pp. 555-564, Springer, Lecture Notes in Computer Science Vol. 4974, Naples, Italy, March 2008. - Laurence Moreau-Giraud and Pascal Lafon.
**A Hybrid Evolution Strategy for Mixed Discrete Continuous Constrained Problems**, in Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Edmund Ronald and Marc Schoenauer (editors),*Proceedings of the 4th European Conference on Artificial Evolution (AE 1999)*, pages 123-135, Heidelberg, Germany, November 1999. Dunkerque, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1829. - Alexandre Morin, Per Eilif Wahl and Mona Molnvik.
**Using evolutionary search to optimise the energy consumption for natural gas liquefaction**,*Chemical Engineering Research & Design*, Vol. 89, No. 11A, pp. 2428-2441, November 2011. - Ahmad Mozaffari, Mofid Gorji-Bandpy and Tahereh B. Gorji.
**Optimal design of constraint engineering systems: application of mutable smart bee algorithm**,*International Journal of Bio-Inspired Computation*, Vol. 4, No. 3, pp. International Journal of Bio-Inspired Computation, 2012. - Sheng-jing Mu and Hong-ye Su and Jian Cbu.
**An infeasibility degree selection based genetic algorithms for constrained optimization problems**, in*2003 IEEE International Conference on Systems, Man and Cybernetics*, pages 1950--1954, Vol. 2, Washington, DC, USA, 2003. IEEE Press. - Angel-E. Muñoz-Zavala, Arturo Hernández Aguirre and Enrique R. Villa Diharce.
**Constrained Optimization via Particle Evolutionary Swarm Optimization Algorithm (PESO)**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantú Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 1, pages 209-216, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Angel-E. Muñoz-Zavala, Arturo Hernández Aguirre and Enrique R. Villa Diharce.
**Particle Evolutionary Swarm Optimization Algorithm (PESO)**, in Vladimir Estivill-Castro and J. Alfredo Sánchez (editors),*Sixth Mexican International Conference on Computer Science (ENC'05)*, pages 282--289, Los Alamitos, California, September 2005. IEEE Computer Society Press. - Angel-E. Muñoz-Zavala, Arturo Hernández Aguirre and Enrique R. Villa Diharce.
**Particle Evolutionary Swarm Optimization with Linearly Decreasing ε-Tolerance**, in Alexander Gelbukh, Álvaro de Albornoz and Hugo Terashima-Marín (editors),*MICAI 2005: Advances in Artificial Intelligence*, pages 641--, Monterrey, México, November 2005. Springer. Lecture Notes in Artificial Intelligence Vol. 3789. - Angel-E. Muñoz-Zavala, Arturo Hernández Aguirre and Enrique R. Villa Diharce.
**Particle Evolutionary Swarm Optimization with Linearly Decreasing ε-Tolerance**, in Alexander Gelbukh, Álvaro de Albornoz and Hugo Terashima-Marín (editors),*MICAI 2005: Advances in Artificial Intelligence*, pages 641-651, Monterrey, México, November 2005. Springer. Lecture Notes in Artificial Intelligence Vol. 3789. - Angel E. Muñoz-Zavala and Arturo Hernández-Aguirre and Enrique R. Villa-Diharce and Salvador Botello-Riond.
**PESO+ for Constrained Optimizatio**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 935--942, IEEE, Vancouver, BC, Canada, July 2006 - Angel Muñoz Zavala, Arturo Hernández Aguirre and Enrique Villa Diharce.
**Robust PSO-Based Constrained Optimization by Perturbing the Particle's Memory**, in Felix T.S. Chan and Manoj Kumar Tiwari (editors),*Swarm Intelligence. Focus on Ant and Particle Swarm Optimization*, pp. 57--76, I-Tech Education and Publising, Croatia, December 2007. - Angel E. Muñoz Zavala, Arturo Hernández Aguirre, Enrique R. Villa Diharce and Salvador Botello Rionda.
**Constrained optimization with an improved particle swarm optimization algorithm**,*International Journal of Intelligent Computing and Cybernetics*, Vol. 1, No. 3, pp. 425--453, 2008 - Angel E. Muñoz Zavala, Arturo Hernández Aguirre and Enrique R. Villa Diharce.
**Continuous Constrained Optimization with Dynamic Tolerance Using the COPSO Algorithm**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 1, pp. 1-23, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Angel E. Muñoz-Zavala and Evelyn J. Hernández-Ramos.
**Optimal Cyclic Replacement Policy in MSS Maintenance via Bionominal-PSO**, in*2012 Genetic and Evolutionary Computation Conference (GECCO'2012)*, pp. 57--64, ACM Press, Philadelphia, USA, July 2012, ISBN: 978-1-4503-1177-9. - A. Muc, W. Gurba and P. Kedziora.
**The effectiveness of probabilistic algorithms in shape and topology discrete optimization of 2-D composite structures**, in*IUTAM Symposium on Evolutionary Methods in Mechanics*, pages 57-58. Cracow, Poland, September 2002. - Heinz Mühlenbein.
**Parallel Genetic Algorithms in Combinatorial Optimization**, in O. Balci, R. Sharda and S. Zenios (editors),*Computer Science and Operations Research*, pages 441-456. Pergamon Press, New York, 1992. - Sungho Mun and Yoon-Ho Cho.
**Modified harmony search optimization for constrained design problems**,*Expert Systems with Applications*, Vol. 39, No. 1, pp. 419--423, January 2012. - Christine-L. Mumford.
**Comparing Representations and Recombination Operators for the Multi-Objective 0/1 Knapsack Problem.**In*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 854-861, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - H. Myung and J.-H. Kim.
**Evolian: Evolutionary optimization based on Lagrangian with constraint scaling**, in P.J. Angeline, R. G. Reynolds, J. R. McDonnell and R. Eberhart (editors),*Proceedings of the Sixth Anual Conference on Evolutionary Programming*, pages 177-188, Indianapolis, April 1997. Springer-Verlag. - H. Myung, J.-H. Kim and D. B. Fogel.
**Preliminary investigation into a two-stage method of evolutionary optimization on constrained problems**, in J. R. McDonnell, R. G. Reynolds and D. B. Fogel (editors),*Proceedings of the Fourth Annual Conference on Evolutionary Programming*, pages 449-463, Cambridge, Massachusetts, 1995. MIT Press. - Hyun Myung and Jong-Hwan Kim.
**Lagrangian-Based Evolutionary Programming for Constrained Optimization**, in Xin Yao, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 1st Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1996)*, pages 35-44, Heidelberg, Germany, November 1996. Taejon, Korea, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1285. - H. Myung and J.H. Kim.
**Hybrid evolutionary programming for heavily constrained problems**,*Biosystems*, Vol. 38, No. 1, pp. 29--43, 1996. - Hyun Myung and Jong-Hwan Kim.
**Hybrid Interior-Lagrangian Penalty Based Evolutionary Optimization**, in V.W. Porto, N. Saravanan, D. Waagen and A.E. Eiben (editors),*Proceedings of the 7th International Conference on Evolutionary Programming (EP98)*, pages 85-94, Heidelberg, Germany, March 1998. San Diego, California, USA, Springer-Verlag. Lecture Notes in Computer Science Vol. 1447. - Hyun Myung and Jong-Hwan Kim.
**Multiple Lagrange Multiplier Method for Constrained Evolutionary Optimization**, in Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 3-9, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - R. Nabavi, M.H. Yas and M. Shakeri.
**Natural frequency optimization of laminated cylindrical shell subjected to Tsai-Hill failure criteria constraint using Penalty method**, in J.K. Kim, D.Z. Wo, L.M. Zhou, H.T. Huang, K.T. Lau and M. Wang (editors),*Advances in Composite Materials and Structures*, pp. 9--12, Trans Tech Publications LTD, Hong Kong, China, 2007, ISBN 978-0-87849-427-9. - Kaustuv Nag and Tandra Pal.
**A New Archive based Steady State Genetic Algorithm**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 853--859, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Yuichi Nagata, Olli Braysy and Wout Dullaert.
**A penalty-based edge assembly memetic algorithm for the vehicle routing problem with time windows**,*Computers & Operations Research*, Vol. 37, No. 4, pp. 724--737, April 2010. - Ryohei Nakano.
**Conventional Genetic Algorithm for Job Shop.**In R. K. Belew and L. B. Booker (editors),*Proceedings of the Fourth International Conference on Genetic Algorithms (ICGA-91)*, pages 474-479, San Mateo, California, 1991, University of California, San Diego, Morgan Kaufmann Publishers. - Hirotaka Nakayama and Yeboon Yun.
**Regression by support vector machines and its applications to engineering design**, in G.D. Cheng, S.T. Liu and X. Guo (editors),*CJK-OSM 4: The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems*, pp. 391--396, Dalian University of Technology Press, Kunming, China, November 6-9, 2006. - Pruettha Nanakorn and Konlakarn Meesomklin.
**An adaptive penalty function in genetic algorithms for structural design optimization.***Computers & Structures*, 79(29-30):2527-2539, November 2001. - Salam Nema, John Goulermas, Graham Sparrow and Phil Cook.
**A Hybrid Particle Swarm Branch-and-Bound (HPB) Optimizer forMixed Discrete Nonlinear Programming**,*IEEE Transactionson Systems, Man and Cybernetics--Part A: Systems and Humans*, Vol. 38, No. 6, pp. 1411-1424, November 2008. - Salam Nema, John Y. Goulermas, Graham Sparrow and Paul Helman.
**A hybrid Cooperative Search Algorithm for Constrained Optimization**,*Structural and Multidisciplinary Optimization*, Vol. 43, No. 1, pp. 107--119, January, 2011. - Ali Mohammad Nezhad and Hashem Mahlooji.
**A Revised Particle Swarm Optimization Based Discrete Lagrange Multipliers Method for Nonlinear Programming Problems**,*Computers & Operations Research*, Vol. 38, No. 8, pp. 1164--1174, August, 2011. - Trung Thanh Nguyen and Xin Yao.
**Benchmarking and Solving Dynamic Constrained Problems**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 690-697, IEEE Service Center, Trondheim, Norway, May 2009. - Trung Thanh Nguyen and Xin Yao.
**Continuous Dynamic Constrained Optimization---The Challenges**,*IEEE Transactions on Evolutionary Computation*, Vol. 16, No. 6, pp. 769--786, December 2012. - Trung Thanh Nguyen and Xin Yao.
**Evolutionary Optimization on Continuous Dynamic Constrained Problems -- An Analysis**, in Shengxiang Yang and Xin Yao (Editors),*Evolutionary Computation for Dynamic Optimization Problems*, Chapter 8, pp. 193--217, Springer-Verlag, Berlin, Germany, 2013, ISBN 978-3-642-38415-8. - Ben Niu, Lijing Tan, Bing Xue, Li Li and Yujuan Chai.
**Constrained portfolio selection using multiple swarms**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1697--1703, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Nasimul Noman and Hitoshi Iba.
**epsilon constrained differential evolution for economic dispatch with valve-point effect**,*International Journal of Bio-Inspired Computation*, Vol. 3, No. 6, pp. 346--357, 2011. - Bryan A. Norman and James C. Bean.
**Random Keys Genetic Algorithm for Scheduling: Unabridged Version.**Technical Report 95-10, University of Michigan, Ann Harbor, 1995. - Bryan A. Norman and James C. Bean.
**A Random Keys Genetic Algorithm for Job Shop Scheduling.**Technical Report 96-10, University of Michigan, Ann Harbor, 1996. - Bryan A. Norman and Alice E. Smith.
**Random Keys Genetic Algorithm with Adaptive Penalty Function for Optimization of Constrained Facility Layout Problems**, in Thomas Bäck, Zbigniew Michalewicz and Xin Yao (editors),*Proceedings of the 1997 International Conference on Computation*, pages 407-411, Indianapolis, Indiana, 1997. IEEE. - B. Nouhi, S. Talatahari, H. Kheiri and C. Cattani.
**Chaotic Charged System Search with a Feasible-Based Method for Constraint Optimization Problems**,*Mathematical Problems in Engineering*, Article Number: 391765, 2013. - Sanghoun Oh, Yaochu Jin and Moongu Jeon.
**Approximate Models for Constraint Functions in Evolutionary Constrained Optimization**,*International Journal of Innovative Computing Information and Control*, Vol. 7, No. 11, pp. 6585--6603, November, 2011. - Sanghoun Oh, Chang Wook Ahn and Moongu Jeon.
**Effective Constraints Based Evolutionary Algorithm for Constrained Optimization Problems**,*International Journal of Innovative Computing Information and Control*, Vol. 8, No. 6, pp. 3997--4014, June, 2012. - Takashi Okamoto and Hironori Hirata.
**Constrained optimization using a multipoint type chaotic Lagrangian method with a coupling structure**,*Engineering Optimization*, Vol. 45, No. 3, pp. 311--336, March 1, 2013. - A. L. Olsen.
**Penalty Functions for the Knapsack Problem.**In*Proceedings of the First IEEE Conference on Evolutionary Computation*, pages 554-558. IEEE Press, 1994. - Ludmila Omeltschuk, Sabine Helwig, Moritz Mühlenthaler and Rolf Wanka.
**Heterogeneous Constraint Handling for Particle Swarm Optimization**, in*2011 IEEE Symposium on Swarm Intelligence (SIS 2011)*, pp. 37--43, IEEE Press, Paris, France, April 11-15, 2011. - Mahamend G. H. Omran and Ayed Salman.
**Constrained optimization using CODEQ**,*Chaos Solitons & Fractals*, Vol. 42, No. 2, pp. 662-668, October 2009. - Yukiko Orito, Hisashi Yamamoto and Yasuhiro Tsujimura.
**Equality Constrained Long-Short Portfolio Replication by Using Probabilistic Model-building GA**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 513--520, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Yukiko Orito and Yoshiko Hanada.
**Equality Constraint-Handling Technique with Various Mapping Points: The Case of Portfolio Replication Problem**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 2573--2580, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - Janusz Orkisz and Maciej Glowacki.
**On Efficiency Increase of Evolutionary Algorithms for Large Non-linear Constrained Optimization Problems with Applications to Mechanics**, in Jorge Magalhães-Mendes and David Greiner (Editors),*Evolutionary Algorithms and Metaheuristics in Civil Engineering and Construction Management*, Chapter 4, pp. 51--65, Springer, Switzerland, 2015, ISBN 978-3-39-20405-5. - José Carlos Ortiz-Bayliss, Hugo Terashima-Marìn, Peter Ross, Jorge Iván Fuentes-Rosado and Manuel Valenzuela-Rendón.
**A Neuro-Evolutionary Approach to Produce General Hyper-Heuristics for the Dynamic Variable Ordering in Hard Binary Constraint Satisfaction Problems**, in*2009 Genetic and Evolutionary Computation Conference (GECCO'2009)*, pp. 1811-1812, ACM Press, Montreal, Canada, July 8--12 2009. ISBN 978-1-60558-325-9. - José Carlos Ortiz-Bayliss, Ender Özcan, Andrew J. Parkes and Hugo Terashima-Marín.
**Mapping the performance of heuristics for Constraint Satisfaction**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3177--3184, IEEE Press, Barcelona, Spain, July 18--23, 2010. - D. Ortiz-Boyer, C. Hervás-Martínez and N. García-Pedrajas.
**Crossover Operator Effect in Functions Optimization with Constraints**, in Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas and Hans-Paul Schwefel (editors),*Proceedings of the 7th Parallel Problem Solving from Nature (PPSN VII)*, pages 184-193, Heidelberg, Germany,September 2002. Granada, Spain, Springer-Verlag. Lecture Notes in Computer Science Vol. 2439. - Domingo Ortiz-Boyer, Rafael Del-Castillo-Gomariz, Nicolas Garcia-Pedrajas and Cesar Hervas-Martinez.
**Crossover effect over penalty methods in function optimization with constraints**, in*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 2, pages 1127-1134, Edinburgh, Scotland, September 2005. IEEE Press. - David Orvosh and Lawrence Davis.
**Shall We Repair? Genetic Algorithms, Combinatorial Optimization and Feasibility Constraints.**In Stephanie Forrest (editor),*Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA-93)*, page 650, San Mateo, California, July 1993, University of Illinois at Urbana-Champaign, Morgan Kauffman Publishers - David Orvosh and Lawrence Davis.
**Using a Genetic Algorithm to Optimize Problems with Feasibility Contraints**, in*Proceedings of the First IEEE Conference on Evolutionary Computation*, pages 548-553. IEEE Press, 1994. - M.S. Osman, M.A. Abo-Sinna and A.A. Mousa.
**A combined genetic algorithm-fuzzy logic controller (GA-FLC) in nonlinear programming.***Applied Mathematics and Computation*, 170(2):821-840, November 15th 2005. - Avi Ostfeld and Ariel Tubaltzev.
**Ant colony optimization for least-cost design and operation of pumping water distribution systems.***Journal of Water Resources Planning and Management-ASCE*, Vol. 134, No. 2, pages 107--118, March--April 2008. - Akira Oyama, Koji Shimoyama and Kozo Fujii.
**New Constraint-Handling Method for Multi-Objective Multi-Constraint Evolutionary Optimization and Its Application to Space Plane Design.**In R. Schilling, W. Haase, J. Periaux, H. Baier and G. Bugeda (editors),*Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2005)*, Munich, Germany, 2005. - Akira Oyama, Kozo Fujii, Koji Shimoyama and Meng-Sing Liou.
**Pareto-Optimality-Based Constraint-Handling Technique and Its Application to Compressor Design**, in*17th AIAA Computational Fluid Dynamics Conference*, Paper AIAA 2005-4983, Toronto, Canada, 6-9 June, 2005. - Akira Oyama, Koji Shimoyama and Kozo Fujii.
**New constraint-handling method for multi-objective and multi-constraint evolutionary optimization.***Transactions of the Japan Society for Aeronautical and Space Sciences*, 50(167):56-62, May 2007. - Akira Oyama.
**Constraint-Handling in Evolutionary Aerodynamic Design**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 10, pp. 219-236, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Ahmet Irfan Oyman, Kalyanmoy Deb and Hans-Georg Beyer.
**An Alternative Constraint Handling Method for Evolution Strategies.**In*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 1, pages 612-619, Piscataway, New Jersey, July 1999. IEEE Service Center. - M. Ozden.
**A new optimization heuristic for continuous and integer decisions with constraints in simulation**, in*Proceedings of the 2005 Winter Simulation Conference*, pp. 853--856, IEEE Press, Orlando, Florida, USA, December 4-7, 2005, ISBN 0-7803-9519-0. - H.T. Ozturk, Ay. Durmus and Ah. Durmus.
**Optimum design of a reinforced concrete beam using artificial bee colony algorithm**,*Computers and Concrete*, Vol. 10, No. 3, pp. 295--306, September 2012. - Ben Paechter andrew Cumming and Henri Luchian.
**The Use of Local Search Suggestion Lists for Improving the Solution of Timetable Problems with Evolutionary Algorithms**, in Terence C. Fogarty, editor,*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 86-93, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - Ben Paechter andrew Cumming, Henri Luchian and Mihai Petriuc.
**Two Solutions to the General Timetable Problem Using Evolutionary Methods**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 300-305, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - G. A. Vijayalakshmi Pai and Thierry Michel.
**Evolutionary Optimization of Constrained k-means Clustered Assets for Diversification in Small Portafolios**,*IEEE Transactions on Evolutionary Computation*, Vol. 13, No. 5, pp. 1030-1053, October 2009. - Kunal Pal, Chiranjib Saha, Swagatam Das and Carlos A. Coello Coello.
**Dynamic Constrained Optimization with Offspring Repair based Gravitational Search Algorithm**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2414--2421, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Mert Paldrak, M. Fatih Tasgetiren, P.N. Suganthan and Quan-Ke Pan.
**An Ensemble of Differential Evolution Algorithms with Variable Neighborhood Search for Constrained Function Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 2610--2617, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Charles C. Palmer and Aaron Kershenbaum.
**Representing Trees in Genetic Algorithms**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation*, pages 379-384, Piscataway, New Jersey, 1994. IEEE Press. - Feng Pan, Guanghui Wang and Yang Liu.
**A Multi-Objective-Based Non-Stationary UAV Assignment Model for Constraints Handling using PSO**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 459-466, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Millie Pant, Radha Thangaraj and Ajith Abraham.
**Low Discrepancy Initialized Particle Swarm Optimization for Solving Constrained Optimization Problems**,*Fundamenta Informaticae*, Vol. 95, No. 4, pp. 511--531, 2009. - Gregor Papa.
**Non-Parametric Genetic Algorithm.**In Bogdan Filipic and Jurij Silc (editors),*Bioinspired Optimization Methods and Their Applications*, pages 55-62, Ljubljana, Slovenia, October 2006. Jozef Stefan Institute. - Gregor Papa and Peter Korosec.
**Constrained Transportation Scheduling**, in Bogan Filipic and Jurij Silc (editors),*Third International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2008)*, pp. 141-148, Jozef Stefan Institute, Ljubljana, Slovenia, October 2008. Note: ISBN 978-961-264-002-6. - Manolis Papadrakakis and Nikos D. Lagaros.
**Soft computing methodologies for structural optimization.***Applied Soft Computing*, 3(3):283-300, November 2003. - Ulrich Paquet and Andries p Engelbrecht.
**A New Particle Swarm Optimiser for Linearly Constrained Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 227-233, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Jan Paredis.
**Co-evolutionary Constraint Satisfaction**, In Yuval Davidor, Hans-Paul Schwefel and Reinhard Männer (editors),*Proceedings of the 3rd International Conference on Parallel Problem Solving from Nature (PPSN III)*, pages 46--55, Jerusalem, Israel, 1994. Springer Verlag. - I. C. Parmee and G. Purchase.
**The development of a directed genetic search technique for heavily constrained design spaces**, in I. C. Parmee (editor),*Adaptive Computing in Engineering Design and Control-'94*, pages 97-102, Plymouth, UK, 1994. University of Plymouth. - S. Parsa and O. Bushehrian
**Genetic clustering with constraints.***Journal of Research and Practice in Information Technology*, 39(1):47-60, February 2007. - Rebecca Parsons, Stephanie Forrest and Christian Burks.
**Genetic Algorithms for DNA Sequence Assembly**, in*Proceedings of the 1st International Conference on Intelligent Systems in Molecular Biology*. AAAI Press, July 1993. - Rebecca J. Parsons, Stephanie Forrest and Christian Burks.
**Genetic Algorithms, Operators and DNA Fragment Assembly.***Machine Learning*, 21(1-2):11-33, October/November 1995. - K.E. Parsopoulos and M.N. Vrahatis.
**Particle Swarm Optimization Method for Constrained Optimization Problems**, in P. Sincak, J.Vascak, V. Kvasnicka and J. Pospicha (editors),*Intelligent Technologies - Theory and Applications: New Trends in Intelligent Technologies*, pages 214-220. IOS Press, 2002. Frontiers in Artificial Intelligence and Applications series, Vol. 76 ISBN: 1-58603-256-9. - K.E. Parsopoulos and M.N. Vrahatis.
**Unified Particle Swarm Optimization for solving constrained engineering optimization problems.***Advances in Natural Computation, Pt. 3*, pages 582-591, 2005. Lecture Notes in Computer Science Vol. 3612. - Konstantinos E. Parsopoulos and Michael N. Vrahatis.
**Unified Particle Swarm Optimization for Solving Constrained Engineering Optimization Problems**, in*Advances in Natural Computation, First International Conference 2005, (ICNC 2005)*, pp. 582-591, Springer. Lecture Notes in Computer Science, Vol. 3612, Changsha, China, August 27-29 2005. - F. Passos, E. Roca, R. Castro-López and F.V. Ferández.
**An algorithm for a class of real-life multi-objective optimization problems with a sweeping objective**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 734--740, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - W. Paszkowicz.
**Properties of a genetic algorithm equipped with a dynamic penalty**,*Computational Materials Science*, Vol. 45, No. 1, pp. 77--83, March 2009. - Gustavo Peconick, Elizabeth F. Wanner and Ricardo H. C. Takahashi.
**Projection-Based Local Search Operator for Multiple Equality Constraints within Genetic Algorithms**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 3043-3049, IEEE Press, Singapore, September 2007. - Chandra Sekhar Pedamallu and Linet Ozdamar.
**Investigating a hybrid simulated annealing and local search algorithm for constrained optimization**,*European Journal of Operational Research*, Vol. 185, No. 3, pp. 1230--1245, March 16, 2008. - Chandra Sekhar Pedamallu and Linet Özdamar.
**Comparison of Simulated Annealing, Interval Partitioning and Hybrid Algorithms in Constrained Global Optimization**, in Patrick Siarry and Zbigniew Michalewicz (editors)*Advances in Metaheuristic Methods for Hard Optimization*, pages 1-22, 2008, Berlin, Springer publisher. ISBN 978-3-540-72959-4. - Kalin Penev.
**Adaptive Computing in Support of Traffic Management**, in I.C. Parmee (editor),*Proceedings of the Sixth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2004)*, volume 6, pp. 295-306, Bristol, UK, April 2004. Springer-Verlag. - Chen Peng and Qing Hui.
**Comparison of Differential Grouping and Random Grouping Methods on εCCPSO for Large-Scale Constrained Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 2057--2063, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Ruben E. Perez and Kamran Behdinan.
**Particle Swarm Optimization in Structural Design**, in Felix T.S. Chan and Manoj Kumar Tiwari (editors),*Swarm Intelligence: Focus on Ant and Particle Swarm Optimization*,pp. 373--394, Itech Education and Publishing, Vienna, Austria,2007, ISBN 978-3-902613-09-7. - A. Petrowski and S. Ben Hamida.
**A Logarithmic Mutation Operator to Solve Constrained Optimization Problems**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1,page 805, San Francisco, California, July 1999. Morgan Kaufmann. - Sabine Piana and Sebastian Engell.
**Constraint Handling in the Evolutionary Optimization of Pipeless Chemical Batch Plants**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 2547--2553, IEEE Service Center, Trondheim, Norway, May, 2009. - Roberto Piola.
**Evolutionary Solutions to a Highly Constrained Combinatorial Problem**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 445-449, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Paul Pitiot, Michel Aldanondo, Elise Vareilles, Paul Gaborit, Meriem Djefel and Sabine Carbonnel.
**Concurrent product configuration and process planning, towards an approach combining interactivity and optimality**,*International Journal of Production Research*, Vol. 51, No. 2, pp. 524--541, 2013. - Paul Pitiot, Michel Aldanondo and Elise Vareilles.
**Concurrent product configuration and process planning: Some optimization experimental results**,*Computers in Industry*, Vol. 65, No. 4, pp. 610--621, May 2014. - Chandra A. Poojari and Boby Varghese.
**Genetic Algorithm based technique for solving Chance Constrained Problems**,*European Journal of Operational Research*, Vol. 1853, No. 3, pp. 1128--1154, 16 March, 2008 - Daniel Poole, Christian B. Allen and Thomas C.S. Rendall.
**Analysis of Constraint Handling Methods for the Gravitational Search Algorithm**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 2005--2012, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Daniel Poole, Christian B. Allen and Thomas C.S. Rendall.
**Constraint Handling in Agent-Based Optimization by Independent Sub-Swarms**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 998--1005, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Antonin Ponsich.
**Strategies d'Optimisation Mixte en Genie des Procedes. Application a la Conception d'Ateliers Discontinus.**PhD thesis, Institut National Polytechnique de Toulouse, Toulouse, France, December 2005. - Antonin Ponsich, Catherine Azzaro-Pantel, Serge Domenech and Luc Pibouleau.
**About the Relevance of Mathematical Programming and Stochastic Optimisation Methods : Application to Optimal Batch Plant Design Problems**, in L. Puigjaner and A. Espuña (editors),*European Symposium on Computer-Aided Process Engineering-15, 38th European Symposium of the Working Party on Computer Aided Process Engineering*, pp. 49-54, Elsevier Science B.V., May 29th - June 1st. 2008. - A. Ponsich, C. Azzaro-Pantel, S. Domenech and L. Pibouleau.
**Constraint handling strategies in Genetic Algorithms applicationto optimal batch plant design**,*Chemical Engineering and Processing*, Vol. 47, No. 3, pp. 420--434, March 2008. - Antonin Ponsich, Catherine Azzaro-Pantel, Serge Domenech and Lue Pibouleau.
**Some Guidelines for Genetic Algorithm Implementation in MINLP Batch Plant Design Problems**, in Patrick Siarry and Zbigniew Michalewicz (editors),*Advances in Metaheuristic Methods for Hard Optimization*, pp. 293--315, Springer, Berlin, 2008, ISBN 978-3-540-72959-4. - B. Porter and F. Xue.
**Niche Evolution Strategy for Global Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 1086-1092, Piscataway, New Jersey, May 2001. IEEE Service Center. - Radka Poláková and Josef Tvrdík.
**Various Mutation Strategies in Enhanced Competitive Differential Evolution for Constrained Optimization**, in*2011 IEEE Symposium on Differential Evolution (SDE'2011)*, pp. 17--24, IEEE Service Center, Paris, France, April 11-15, 2011. - Shayan Poursoltan and Frank Neumann.
**A Feature-Based Analysis on the Impact of Linear Constraints for ε-Constrained Differential Evolution**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 3088--3095, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Shayan Poursoltan and Frank Neumann.
**Feature-Based Algorithm Selection for Constrained Continuous Optimisation**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 1461--1468, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - David Powell and Michael M. Skolnick.
**Using genetic algorithms in engineering design optimization with non-linear constraints**, in Stephanie Forrest (editor),*Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA-93)*, pages 424-431, San Mateo, California, July 1993. University of Illinois at Urbana-Champaign, Morgan Kaufmann Publishers. - M. Puchta and J. Gottlieb.
**Solving Car Sequencing Problems by Local Optimization.**In S. Cagnoni, J. Gottlieb, E. Hart, M. Middendorf and G.R. Raidl (editors),*Proceedings of EvoWorkshops Lecture Notes in Computer Science*, volume 2279. Springer, 2002. - Romanas Puisa and Heinrich Streckwall.
**Prudent constraint-handling technique for multiobjective propeller optimisation**,*Optimization and Engineering*, Vol. 12, No. 4, pp. 657--680, December 2011. - Simone Puzzi and Alberto Carpinteri.
**A double-multiplicative dynamic penalty approach for constrained evolutionary optimization**,*Structural and Multidisciplinary Optimization*, Vol. 35, No. 5, pp. 431--445, May 2008. - Zhi-Qin Qian, Hong-Fei Teng, Di-Lin Xiong and Zhi-Guo Sun.
**Human-Computer Cooperation Genetic Algorithm and its Application to Layout Design**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 299-302, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Feng Qian, Bin Xu, Rongbin Qi and Huaglory Tianfield.
**Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization**,*Soft Computing*, Vol. 16, No. 8, pp. 1353--1372, August 2012. - Bo-Yang Qu and Ponnuthurai Nagaratnam Suganthan.
**Constrained multi-objective optimization algorithm with diversity enhanced differential evolution**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1675--1679, IEEE Press, Barcelona, Spain, July 18--23, 2010. - B.Y. Qu and P.N. Suganthan.
**Constrained multi-objective optimization algorithm with an ensemble of constraint handling methods**,*Engineering Optimization*, Vol. 43, No. 4, pp. 403--416, 2011. - Ewaryst Rafajlowicz and Wojciech Rafajlowicz.
**Fletcher's Filter Methodology as a Soft Selector in Evolutionary Algorithms for Constrained Optimization**, in Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh and Jacek M. Zurada (editors),*Swarm and Evolutionary Computation, International Symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012*, pp. 333--341, Springer. Lecture Notes in Computer Science Vol. 7269, Zakopane, April 29-May 3, 2012. - Shamual F. Rahaman, Ziad Kobti and Anne W. Snowdon.
**Artificial emotional intelligence under ethical constraints in formulating social agent behaviour**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1182--1188, IEEE Press, Barcelona, Spain, July 18--23, 2010. - M. K. Rahman.
**An intelligent moving object optimization algorithm for design problems with mixed variables, mixed constraints and multiple objectives.***Structural and Multidisciplinary Optimization*, 32(1):40-58, July 2006. - G.R. Raidl and J. Gottlieb.
**On the Importance of Phenotypic Duplicate Elimination in Decoder-Based Evolutionary Algorithms.**In S. Brave and A.S. Wu (editors),*Late Breaking Papers at the Genetic and Evolutionary Computation Conference*, pages 204-211, 1999. - Gunther R. Raidl.
**Weight-Codings in a Genetic Algorithm for the Multiconstraint Knapsack Problem**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 1, pages 596-603, Piscataway, New Jersey, July 1999. IEEE Service Center. - K. Hans Raj, R. S. Sharma, G. S. Mishra, A Dua and C. Patvardhan.
**An Evolutionary Computational Technique for Constrained Optimisation in Engineering Design**,*Journal of the Institution of Engineers India Part Me MechanicalEngineering Division*, Vol. 86, pp. 121-128, October 2005. - S. Rajasekaran and S. Lavanya.
**Hybridization of genetic algorithm with immune system for optimization problems in structural engineering.***Structural and Multidisciplinary Optimization*, Vol. 34, No. 5, pp. 415-429, November 2007. - S. Rajasekaran.
**Optimal laminate sequence of thin-walled composite beams of generic section using evolution strategies**,*Structural Engineering and Mechanics*, Vol. 34, No. 5, pp. 597-609, March 30, 2010. - S. Rajeev and C. S. Krishnamoorthy.
**Discrete Optimization of Structures Using Genetic Algorithms.***Journal of Structural Engineering*, 118(5):1233-1250, May 1992. - Manojkumar Ramteke and Rajagopalan Srinivasan.
**Novel genetic algorithm for short-term scheduling of sequence dependent changeovers in multiproduct polymer plants**,*Computers & Chemical Engineering*, Vol. 35, No. 12, pp. 2945--2959, December 14, 2011. - R.V. Rao, V.J. Savsani and D.P. Vakharia.
**Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems.***Computer-Aided Design*, Vol. 43, No. 3, pp. 303--315, March 2011. - R. Venkata Rao and G.G. Waghmare.
**A New Optimization Algorithm for Solving Complex Constrained Design Optimization Problems**,*Engineering Optimization*, Vol. 49, No. 1, pp. 60--83, January 2017. - Khaled Rasheed.
**An Adaptive Penalty Approach for Constrained Genetic-Algorithm Optimization**, in John R. Koza, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, David E. Goldberg, Hitoshi Iba and Rick L. Riolo (editors),*Proceedings of the Third Annual Genetic Programming Conference*, pages 584-590, San Francisco, California, 1998. Morgan Kaufmann Publishers. - Khaled Mohamed Rasheed.
**GADO: A Genetic Algorithm for Continuous Design Optimization.**PhD thesis, Graduate School, State University of New Jersey, New Brunswick, New Jersey, January 1998. - Alain Ratle.
**Problem-Specific Representations for Heterogeneous Materials Design**, in Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Edmund Ronald and Marc Schoenauer (editors),*Proceedings of the 4th European Conference on Artificial Evolution (AE 1999)*, pages 111-122, Heidelberg, Germany, November 1999. Dunkerque, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1829. - T. Ray and K.W. Won.
**An evolutionary algorithm for constrained bi-objective optimization using radial slots**, in*Knowledge-Based Intelligent Information and Engineering Systems Part 4*, pages 49-56. Springer, 2005. Lecture Notes in Artificial Intelligence Vol. 3684. - Tapabrata Ray.
**Constraint Robust Optimal Design using a Multiobjective Evolutionary Algorithm**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 419-424, Piscataway, New Jersey, May 2002. IEEE Service Center. - Tapabrata Ray, Tai Kang and Seow Kian Chye.
**An Evolutionary Algorithm for Constrained Optimization**, in Darrell Whitley, David Goldberg, Erick Cantú-Paz, Lee Spector, Ian Parmee and Hans-Georg Beyer (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2000)*, pages 771-777, San Francisco, California, July 2000. Morgan Kaufmann. - Tapabrata Ray and K.M. Liew.
**A Swarm with an Effective Information Sharing Mechanism for Unconstrained and Constrained Single Objective Optimization Problems.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 1, pages 75-80, Piscataway, New Jersey, May 2001. IEEE Service Center. - Tapabrata Ray and K.M. Liew.
**Society and Civilization: An Optimization Algorithm Based on the Simulation of Social Behavior.***IEEE Transactions on Evolutionary Computation*, 7(4):386-396, August 2003. - Tapabrata Ray, K.M. Liew and P. Saini.
**An Intelligent Information Sharing Strategy within a Swarm for Unconstrained and Constrained Optimization Problems.***Soft Computing - A Fusion of Foundations, Methodologies and Applications*, 6(1):38-44, February 2002. - Tapabrata Ray, Poan Choy Ling and Tai Kang.
**A New Fitness Assignment and Parent Selection Strategy Within an Evolutionary Algorithm for Constrained Optimization Problems**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'02)*, volume 1, pages 31-35, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Tapabrata Ray and Kang Tai.
**An Evolutionary Algorithm with a Multilevel Pairing Strategy for Single and Multiobjective Optimization.***Foundations of Computing and Decision Sciences*, 26:75-98, 2001. - Tapabrata Ray, Hemant Kumar Singh, Amitay Isaacs and Warren Smith.
**Infeasibility Driven Evolutionary Algorithm for Constrained Optimization**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 7, pp. 145-165, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Rommel G. Regis.
**Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions**,*Computers & Operations Research*, Vol. 38, No. 5, pp. 837--853, May 2011. - Rommel G. Regis.
**Constrained optimization by radial basis function interpolation for high-dimensional expensive black-box problems with infeasible initial points**,*Engineering Optimization*, Vol. 46, No. 2, pp. 218--243, February 1, 2014. - Rommel G. Regis.
**Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions**,*IEEE Transactions on Evolutionary Computation*, Vol. 18, No. 3, pp. 326--347, June 2014. - Christian Rempis and Frank Pasemann.
**An Interactively Constrained Neuro-Evolution Approach for Behavior Control of Complex Robots**, in Raymond Chiong, Thomas Weise and Zbigniew Michalewicz (editors),*Variants of Evolutionary Algorithms for Real-World Applications*, pp. 305--341, Springer, Berlin, 2012. - D.J. Reid.
**Genetic Algorithms in Constrained Optimization.***Mathematical and Computer Modelling*, 23(5):87-111, 1996. - Robert G. Reynolds, Zbigniew Michalewicz and M. Cavaretta.
**Using cultural algorithms for constraint handling in GENOCOP**, in J. R. McDonnell, R. G. Reynolds and D. B. Fogel (editors),*Proceedings of the Fourth Annual Conference on Evolutionary Programming*, pages 298-305. MIT Press, Cambridge, Massachusetts, 1995. - Robert G. Reynolds and Mostafa Z. Ali.
**Cultural Algorithms: Knowledge-Driven Engineering Optimization via Weaving a Social Fabric as an Enhanced Influence Function**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 4193-4200, IEEE Service Center, Hong Kong, June 2008. - Gilberto Reynoso-Meza, Xavier Blasco, Javier Sanchis and Miguel Martínez.
**Multiobjective optimization algorithm for solving constrained single objective problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3418--3424, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Jon T. Richardson, Mark R. Palmer, Gunar Liepins and Mike Hilliard.
**Some Guidelines for Genetic Algorithms with Penalty Functions**, in J. David Schaffer (editor),*Proceedings of the Third International Conference on Genetic Algorithms (ICGA-89)*, pages 191-197, San Mateo California, June 1989, George Mason University, Morgan Kaufmann Publishers. - Sander van Rijn, Edgar Reehuis, Michael Emmerich and Thomas Bäck.
**Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 227--234, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - Rodolphe G. Le Riche and Raphael T. Haftka.
**Optimization of Laminate Stacking Sequence for Buckling Load Maximization by Genetic Algorithm.***AIAA Journal*, 31(5):951-970, 1993. - Rodolphe G. Le Riche and Raphael T. Haftka.
**Improved Genetic Algorithm for Minimum Thickness Composite Laminate Design.***Composites Engineering*, 3(1):121-139, 1994. - Rodolphe G. Le Riche, Catherine Knopf-Lenoir and Raphael T. Haftka.
**A Segregated Genetic Algorithm for Constrained Structural Optimization**, in Larry J. Eshelman (editor),*Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA-95)*, pages 558-565, San Mateo, California, July 1995. University of Pittsburgh, Morgan Kaufmann Publishers. - Rodolphe G. Le Riche, Catherine Knopf-Lenoir and Raphael T. Haftka.
**A Segregated Genetic Algorithm for Constrained Structural Optimization.**Technical report, Université de Technologie de Compiègne, France, 1995. - Rodolphe Le Riche and Frédéric Guyon.
**Dual Evolutionary Optimization.**In Pierre Collet, Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton and Marc Schoenauer (editors),*Proceedings of the 5th International Conference on Artificial Evolution (AE 2001)*, pages 281-294, Heidelberg, Germany, October 2001. Le Creusot, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 2310. - Hendrik Richter.
**Memory Design for Constrained Dynamic Optimization Problems**, in Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Anikó Ekárt, Anna I. Esparcia-Alcazar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuss, Julian Togelius and Georgios N. Yannakakis (editors),*Applications of Evolutionary Computation, EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM and EvoSTOC*, pp. 552--561, Springer. Lecture Notes in Computer Science Vol. 6024, Istanbul, Turkey, April 7-9, 2010. - Hendrik Richter and Franz Dietel.
**Solving Dynamic Constrained Optimization Problems with Asynchronous Change Pattern**, in Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Anikó Ekárt, Anna I Esparcia-Alcázar, Juan J. Merelo, Ferrante Neri, Mike Preuss, Hendrik Richter, Julian Togelius and Georgios N. Yannakakis (editors),*Applications of Evolutionary Computation, EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC*, pp. 334--343, Springer. Lecture Notes in Computer Science Vol. 6624, Torino, Italy, April 27-29, 2011. - Laura Rigal, Bruno Castanier and Philippe Castagliola.
**Introduction of a New Selection Parameter in Genetic Algorithms for Constrained Reliability Design Problems**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 90-101, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3103. - C. Robertson, R.B. Fisher, N. Werghi and A.P. Ashbrook.
**An Evolutionary Approach to Fitting Constrained Degenerate Second Order Surfaces**, in Riccardo Poli, Hans-Michael Voigt, Stefano Cagnoni, David Corne, George D. Smith and Terence C. Fogarty (editors),*Evolutionary Image Analysis, Signal Processing and Telecommunications*, pages 1-16. Springer. Lecture Notes in Computer Science Volume 1596, Berlin, May 1999. - C. Robertson, R. B. Fisher, N. Werghi and A.P. Ashbrook.
**Fitting of Constrained Feature Models to Poor 3D Data.**In I.C. Parmee (editor),*Proceedings of the Fourth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2000)*, pages 149-160, University of Plymouth, Devon, UK, April 2000. Springer-Verlag. - C. Robertson and R. B. Fisher.
**Better Surface Intersections by Constrained Evolution**, in I.C. Parmee (editor),*Proceedings of the Fifth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2002)*, volume 5, pages 133-142, University of Exeter, Devon, UK, April 2002. Springer-Verlag. - Miguel Rocha, Rui Mendes, Paulo Cortez and José Neves.
**Sitting Guests at a Wedding Party: Experiments on Genetic and Evolutionary Constrained Optimization.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 1, pages 671-678, Piscataway, New Jersey, May 2001. IEEE Service Center. - Ana Maria A.C. Rocha and Edite M.G.P. Fernandes.
**Feasibility and Dominance Rules in the Electromagnetism-Like Algorithm for Constrained Global Optimization**, in Osvaldo Gervasi, Beniamino Murgante, Antonio Laganà, David Taniar, Youngsong Mun and Marina L. Gavrilova (editors),*Computational Science and Its Applications - ICCSA 2008, International Conference*, pp. 768--783, Springer. Lecture Notes in Computer Science Vol. 5073, Perugia, Italy, June 30-July 3, 2008. - Ana Maria A. C. Rocha and Edite M. G. P. Fernandes.
**Hybridizing the electromagnetism-like algorithm with descent search for solving engineering design problems**,*International Journal of Computer Mathematics*, Vol. 86, No. 10-11, pp. 1932-1946, 2009. - Ana Maria A. C. Rocha and Edite M. G. P. Fernandes.
**Electromagnetism-Like Augmented Lagrangian Algorithm for Global Optimization**, in António Gaspar-Cunha, Ricardo Takahashi, Gerald Schaefer and Lino Costa (editors),*Soft Computing in Industrial Applications*, pp. 415--425, Springer, Advances in Intelligent and Soft Computing Series, Vol. 96, Berlin, 2011, ISBN 978-3-642-20504-0. - Ana Maria A. C. Rocha and M. G. P. Fernandes.
**Numerical study of augmented Lagrangian algorithms for constrained global optimization**,*Optimization*, Vol. 60, Nos. 10--11, pp. 1359--1378, 2011. - Miguel Rocha, Pedro Sousa, Paulo Cortez and Miguel Rio.
**Quality of Service constrained routing optimization using Evolutionary Computation**,*Applied Soft Computing*, Vol. 11, No. 1, pp. 356--364, January, 2011. - M. Andrea Rodríguez and Mary Carmen Jarur.
**A Genetic Algorithm for Searching Spatial Configurations.***IEEE Transactions on Evolutionary Computation*, 9(3):252-270, June 2005. - J.M. Rogero.
**A Genetic Algorithms Based Optimisation Tool for the Preliminary Design of Gas Turbine Combustors**PhD thesis, School of Mechanical Engineering, Cranfield University, Cranfield, UK, November 2002. - H.E. Romelin and R.L. Smith.
**Simulated Annealing for Constrained Global Optimization**,*Journal of Global Optimization*, Vol. 5, No. 2, pp. 101--126, September 1994. - Alexander Rotshtein and Serhiy Shtovba.
**Genetic Optimization of Multidimensional Technological Process Reliability**, in Gregory Levitin (editor),*Computational Intelligence in Reliability Engineering. Evolutionary Techniques in Reliability Analysis and Optimization*, pp. 287--300, Springer, Heidelberg, 2007. - Alvaro Ruiz-Andino, Lourdes Araujo, Jose Ruz and Fernando Sáenz.
**Parallel Evolutionary Optimisation with Constraint Constraint Propagation**, in A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 270-279, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - Alvaro Ruiz-Andino, Lourdes Araujo, Fernando Sáenz and José Ruz.
**A Hybrid Evolutionary Approach for Solving Constrained Optimization Problems over Finite Domains.***IEEE Transactions on Evolutionary Computation*, 4(4):353-372, November 2000. - Thomas P. Runarsson and Xin Yao.
**Stochastic Ranking for Constrained Evolutionary Optimization.***IEEE Transactions on Evolutionary Computation*, 4(3):284-294, September 2000. - Thomas Philip Runarsson.
**Evolutionary Problem Solving**PhD thesis, Department of Engineering, University of Iceland, Háskólaútgáfan, Reykjavik Iceland, December 2000. - Thomas Philip Runarsson.
**Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models**, in Xin Yao, Edmund Burke, José A. Lozano, Jim Smith, Juan J. Merelo-Guervós, John A. Bullinaria, Jonathan Rowe, Peter Tino, Ata Kabán and H.-P. Schwefel (editors),*Proceedings of 8th Parallel Problem Solving From Nature (PPSN VIII)*, pages 401-410, Heidelberg, Germany, September 2004. Birmingham, UK, Springer-Verlag. Lecture Notes in Computer Science Vol. 3242. - Thomas Philip Runarsson and Ruhul Sarker.
**Constrained nonlinear integer programming and evolution strategies**, in*Proceedings of the 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems*, pages 193-200. Canberra, Australia, November 1999. - Thomas Philip Runarsson, Ruhul Sarker and Magnus Thor Jonsson.
**Constrained Nonlinear Integer Programming, Self-Adaptation and Evolution Strategies.***. International Journal of Knowledge-Based Intelligent Engineering Systems*, 4(3):164-171, July 2000. - Thomas Philip Runarsson and Xin Yao.
**Constrained Evolutionary Optimization: The penalty function approach**, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (editors),*Evolutionary Optimization*, pages 87-113. Kluwer Academic Publishers, 2002. ISBN: 0-7923-7654-4. - Thomas Philip Runarsson and Xin Yao.
**Evolutionary Search and Constraint Violations**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1414-1419, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Thomas Philip Runarsson and Xin Yao.
**Search biases in constrained evolutionary optimization.***IEEE Transactions on Systems, Man and Cybernetics Part C--Applications and Reviews*, 35(2):233-243, May 2005. - Thomas Philip Runarsson.
**Approximate evolution Strategy using Stocastic Ranking**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 2760--2767, IEEE, Vancouver, BC, Canada, July 2006. - Samrat L. Sabat, Layak Ali and Siba K. Udgata.
**Stochastic Ranking Particle Swarm Optimization for Constrained Engineering Design Problems**, in Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash (editors),*Swarm, Evolutionary, and Memetic Computing, First International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2010*, pp. 672--679, Springer-Verlag. Lecture Notes in Computer Science Vol. 6466, Chennai, India, December 16-18, 2010. - Soumen Sardar, Sayan Maity, Swagatam Das and P.N. Suganthan.
**Constrained Real Parameter Optimization with a Gradient Repair based Differential Evolution Algorithm**, in*2011 IEEE Symposium on Differential Evolution (SDE'2011)*, pp. 1--8, IEEE Service Center, Paris, France, April 11-15, 2011. - Ali Sadollah, Ardeshir Bahreininejad, Hadi Eskandar and Mohd Hamdi.
**Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems**,*Applied Soft Computing*, Vol. 13, No. 5, pp. 2592--2612, May 2013. - Ali Sadollah, Do Guen Yoo and Joong Hoon Kim.
**Improved Mine Blast Algorithm for Optimal Cost Design of Water Distribution Systems**,*Engineering Optimization*, Vol. 47, No. 12, pp. 1602--1618, 2015. - Krzysztof L. Sadowski, Peter A.N. Bosman and Dirk Thierens.
**A Clustering-Based Model-Building EA for Optimization Problems with Binary and Real-Valued Variables**, in*2015 Genetic and Evolutionary Computation Conference (GECCO'2015)*, pp. 911--918, ACM Press, Madrid, Spain, July 11-15, 2015, ISBN: 978-1-4503-3472-3. - Amit Saha, Rituparna Datta and Kalyanmoy Deb.
**Hybrid gradient projection based Genetic Algorithms for constrained optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 2851--2858, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Amit Saha and Tapabrata Ray.
**How does the good old Genetic Algorithm fare at Real World Optimization?**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1049--1056, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Amit Saha and Tapabrata Ray.
**Equality Constrained Multi-objective Optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 47--53, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Amit Saha and Tapabrata Ray.
**A Repair Mechanism for Active Inequality Constraint Handling**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 1240--1247, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Sancho Salcedo-Sanz.
**A Survey of Repair Methods Used as Constraint Handling Techniques in Evolutionary Algorithms**,*Computer Science Review*, Vol. 3, No. 3, pp. 175--192, 2009. - Hamid Salimi.
**Stochastic Fractal Search: A powerful metaheuristic algorithm**,*Knowledge-Based Systems*, Vol. 75, pp. 1--8, February 2015. - L.A. Sanabria, Sih B., Dillon T.S. and Chang L.
**Genetic Algorithms in Stochastic Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 815-822, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - G. Sand, J. Till, T. Tometzki, M. Urselmann, S. Engell and M. Emmerich.
**Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse**,*Computers & Chemical Engineering*, Vol. 32, No. 11, pp. 2706-2722, November 24 2008. - Jelena Sanko And Jaan Penjam.
**Differential evolutionary approach guided by the Functional Constraint Network to solve program synthesis problem**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1915--1922, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Erinaldo F. Santos and Takaaki Ohishi.
**A Hydro Unit Commitment Model Using Genetic Algorithm**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 1368-1374, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - H. Sarimveis and A. Nikolakopoulos.
**A line up evolutionary algorithm for solving nonlinear constrained optimization problems**,*Computers & Operations Research*, Vol. 32, No. 6, pp. 1499--1514, June 2005. - Ruhul Sarker, Thomas P. Runarsson and Charles Newton.
**Genetic Algorithms for Solving a Class of Constrained Nonlinear Integer Programs**, in*Proceedings of the 15th Australian Society for Operational Research Conference*, pages 1122-1137. Gold Coast, 1999. - Ruhul Sarker, Thomas P. Runarsson and Charles Newton.
**Evolutionary Computation and Constrained Optimization**, in M. Mohammadian (editor),*New Frontiers in Computational Intelligence and it Applications.*, pages 142-154. IOS Press, The Netherlands, 2000. - Ruhul Sarker, Thomas Philip Runarsson and Charles Newton.
**A Constrained Multiple Raw Materials Manufacturing Batch Sizing Problem.***International Transaction in Operational Research*, 8(1):61-74, 2001. - Ruhul A. Sarker, Saber M. Elsayed and Tapabrata Ray.
**Differential Evolution With Dynamic Parameters Selection for Optimization Problems**,*IEEE Transactions on Evolutionary Computation*, Vol. 18, No. 5, pp. 689--707, October 2014. - Hadi Sarvari and Kamran Zamanifar.
**Improvement of harmony search algorithm by using statistical analysis**,*Artificial Intelligence Review*, Vol. 37, No. 3, pp. 181--215, March 2012. - Ruhul Sarker, Thomas Philip Runarsson and Charles Newton.
**Genetic Algorithms for Solving a Class of Constrained Nonlinear Integer Programs.***International Transaction in Operational Research*, 8(2):121-138, 2001. - S. Siva Sathya and S. Kuppuswami.
**Gene silencing--A genetic operator for constrained optimization**,*Applied Soft Computing*, Vol. 11, No. 8, pp. 5801--5808, December 2011. - Dragan A. Savic and Godfrey A. Walters.
**Genetic Operators and Constraint Handling for Pipe Network Optimization**, in Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 154-165, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - Dhish Kumar Saxena, Tapabrata Ray, Kalyanmoy Deb and Ashutosh Tiwari.
**Constrained Many-Objective Optimization: A Way Forward**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 545-552, IEEE Service Center, Trondheim, Norway, May 2009. - Dhish Saxena, Alessandro Rubino, Joao A. Duro and Ashutosh Tiwari.
**Identifying the redundant, and ranking the critical, constraints in practical optimization problems**,*Engineering Optimization*, Vol. 45, No. 7, pp. 787--809, July 1, 2013. - Martin Schlueter, Jose A. Egea and Julio R. Banga.
**Extended ant colony optimization for non-convex mixed integer nonlinear programming**,*Computers & Operations Research*, Vol. 36, No. 7, pp. 2217-2229, July 2009. - Martin Schlüter and Matthias Gerdts.
**The oracle penalty method**,*Journal of Global Optimization*, Vol. 47, No. 2, pp. 293-325, June, 2010. - Martin Schmidt and Zbigniew Michalewicz.
**Test-Case GeneratorTCG-2 for Nonlinear Parameter Optimization**In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 539-548, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse and Jan N. Wiemer.
**Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience.***Genetic Programming and Evolvable Machines*, 5(2):215-227, June 2004. - Marc Schoenauer and Zbigniew Michalewicz.
**Evolutionary Computation at the Edge of Feasibility**, in H.-M. Voigt, W. Ebeling, I. Rechenberg and H.-P. Schwefel (editors),*Proceedings of the Fourth Conference on Parallel Problem Solving from Nature (PPSN IV)*, pages 245-254, Heidelberg, Germany, September 1996, Berlin, Germany, Springer-Verlag. - Marc Schoenauer and Zbigniew Michalewicz.
**Boundary Operators for Constrained Parameter Optimization Problems**, in Thomas Bäck (editor),*Proceedings of the Seventh International Conference on Genetic Algorithms (ICGA-97)*, pages 322-329, San Francisco, California, July 1997. Morgan Kaufmann. - Marc Schoenauer and Zbigniew Michalewicz.
**SphereOperators and Their Applicability for Constrained Optimization Problems**, in V.W. Porto, N. Saravanan, D. Waagen and A.E. Eiben (editors),*Proceedings of the 7th International Conference on Evolutionary Programming (EP98)*, pages 241-250, Heidelberg, Germany, March 1998. San Diego, California, USA, Springer-Verlag. Lecture Notes in Computer Science Vol. 1447. - Marc Schoenauer and Spyros Xanthakis.
**Constrained GA Optimization.**In Stephanie Forrest (editor),*Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA-93)*, pages 573-580, San Mateo, California, July 1993. University of Illinois at Urbana-Champaign, Morgan Kauffman Publishers. - Luk Schoofs and Bart Naudts.
**Ant Colonies are Good at Solving Constraint Satisfaction Problems**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1190-1195, Piscataway, New Jersey, July 2000. IEEE Service Center. - Luk Schoofs and Bart Naudts.
**Solving CSP Instances Beyond the Phase TransitionUsing Stochastic Search Algorithms**, in M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo and H.-P. Schwefel (editors),*Proceedings of 6th Parallel Problem Solving From Nature (PPSN VI )*, pages 549-558, Heidelberg, Germany, September 2000. Paris, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 1917. - Luk Schoofs and Bart Naudts.
**Swarm Intelligence on the Binary Constraint Satisfaction Problem**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 2, pages 1444-1449, Piscataway, New Jersey, May 2002. IEEE Service Center. - Luk Schoofs, Bart Naudts and Ives Landrieu.
**SAWing on Symmetry**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 1, pages 589-595, Piscataway, New Jersey, July 1999. IEEE Service Center. - Martin Schütz and Joachim Sprave.
**Application of partially mixed-integer evolution strategies with mutation rate pooling.**In Lawrence J. Fogel, Peter J. Angeline and Thomas Bäck (editors),*Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP'96)*, pages 345-354, San Diego, California, February 1996. The MIT Press. - D. C. Secui, I. Felea, S. Dzitac and L. Popper.
**A Swarm Intelligence Approach to the Power Dispatch Problem**,*International Journal Of Computers Communications & Control*, Vol. 3, No. 5, pp. 375-384, September, 2010. - Kai Sedlaczek and Peter Eberhard.
**Using augmented Lagrangian particle swarm optimization for constrained problems in engineering**,*Structural and Multidisciplinary Optimization*, Vol. 32, No. 4, pp. 277-286, October 2006. - Kai Sedlaczek and Peter Eberhard.
**Augmented Lagrangian Particle Swarm Optimization in Mechanism Design**,*Journal of System Design and Dynamics*, Vol. 1, No. 3, pp. 410-421, August 2007. - Istvan Selek, Jozsef Gergely Bene and Csaba Hos.
**Optimal (short-term) pump schedule detection for water distribution systems by neutral evolutionary search**,*Applied Soft Computing*, Vol. 12, No. 8, pp. 2336--2351, August 2012. - Roman B. Sergienko and Eugene S. Semenkin.
**Competitive cooperation for strategy adaptation in coevolutionary genetic algorithm for constrained optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1626--1631, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Mahdi Setayesh, Mengjie Zhang and Mark Johnston.
**Detection of Continuous, Smooth and Thin Edges in Noisy Images using Constrained Particle Swarm Optimisation**, in*2011 Genetic and Evolutionary Computation Conference (GECCO'2011)*, pp. 45--52, ACM Press, Dublin, Ireland, July 12-16, 2011. - Mahdi Setayesh, Mengjie Zhang and Mark Johnston.
**Edge Detection Using Constrained Discrete Particle Swarm Optimisation in Noisy Images**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 246--253, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Rafi Shalom, Mireille Avigal and Ron Unger.
**A Conflict Based SAW Method for Constraint Satisfaction Problems**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 373-380, IEEE Service Center, Trondheim, Norway, May 2009. - Wanfeng Shang, Shengdun Zhao and Yajing Shen.
**A flexible tolerance genetic algorithm for optimal problems with nonlinear equality constraints**,*Advanced Engineering Informatics*, Vol. 23, No. 3, pp. 253-264, July, 2009. - Ronghua Shang, Licheng Jiao, Hao Xu and Yangyang Li.
**Quantum Immune Clone for Solving Constrained Multi-Objective Optimization**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 3049--3056, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - Deepak Sharma and Prem Soren.
**Infeasibility Driven Approach for Bi-objective Evolutionary Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 868--875, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Shivom Sharma and Gade Pandu Rangaiah.
**Improved Constraint Handling Technique for Multi-Objective Optimization with Application to Two Fermentation Processes**, in Gade Pandu Rangaiah and Adrián Bonilla-Petriciolet (editors),*Multi-Objective Optimization in Chemical Engineering: Developments and Applications*, Chapter 5, pp. 129--156, John Wiley & Sons, May, 2013, ISBN 978-1-118-34166-7. - Anuraganand Sharma.
**Analysis of Evolutionary Operators for ICHEA in Solving Constraint Optimization Problems**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 46--53, IEEE Press, Sendai, Japan, 25-28 May 2015, ISBN 978-1-4799-7492-4. - Hai Shen, Yunlong Zhu, Ben Niu and Q.H. Wu.
**An improved group search optimizer for mechanical design optimization problems**, in*Progress in Natural Science*, Vol. 19, No. 1, pp. 91-97, January 10, 2009. - Yuanxia Shen, Jian Chen, Chuanhua Zeng and Bin Ji.
**A Novel Constrained Bare-bones Particle Swarm Optimization**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 2511--2517, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Yulong Shi, Sanyou Zeng, Bo Xiao, Yang Yang and Song Gao.
**An Evolutionary Algorithm with Lower-Dimensional Crossover for Solving Constrained Engineering Optimization Problems**, in Wen Yu and Edgar N. Sanchez, (editors),*Advances in Computational Intelligence*, pp. 289-298, Springer-Verlag, Heidelberg, Germany, 2009. - Hisashi Shimosaka, Tomoyuky Hiroyasu and Mitsunori Miki.
**Comparison of Pulling Back and Penalty Methods for Constraints in DPMBGA**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1941-1948, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Tapas Si, Nanda Dulal Jana and Jaya Sil.
**Constrained Function Optimization Using PSO with Polynomial Mutation**, in Bijaya Ketan Panigrahi, Ponnuthurai Nagaratnam Suganthan, Swagatam Das and Suresh Chandra Satapathy (editors),*Swarm, Evolutionary, and Memetic Computing, Second International Conference, SEMCCO 2011*, pp. 209--216, Springer. Lecture Notes in Computer Science Vol. 7076, Visakhapatnam, Andhra Pradesh, India, December 19-21, 2011. - Chengyong Si, Lei Wang and QiDi Wu.
**Mapping Constrained Optimization Problems to Algorithms and Constraint Handling Techniques**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 3308--3315, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Chengyong Si, Jianqiang Shen, Xuan Zou, Lei Wang and Qidi Wu.
**Mapping Constrained Optimization Problems to Penalty Parameters: An Empirical Study**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 3073--3079, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Chengyong Si, Jing An, Tian Lan, Thomas Ussmüller, Lei Wang and Qidi Wu.
**On the equality constraints tolerance of Constrained Optimization Problems**,*Theoretical Computer Science*, Vol. 551, pp. 55--65, September 25, 2014. - E. Sidiropoulos and P. Tolikas.
**Well locations and constraint handling in groundwater pumping cost minimization via genetic algorithms**, in A.G. Kungolos, A.B. Liakopoulos, G.P. Korfiatis, A.D. Koutsospyros, K.L. Katsifarakis and A.D. Demetracopoulos (editors),*Protection and Restoration of the Environment VI*, pp. 35--42, Grafima Loannis Tsarouchidis, Skiathos Island, Greece, July 1-5, 2002, ISBN 978-1-4503-1963-8. - E. Sidiropoulos and P. Tolikas.
**Well Locations and Constraint Handling in Groundwater Pumping Cost Minimization via Genetic Algorithms**,*Water, Air, & Soil Pollution: Focus*, Vol. 4, No. 4-5, pp. 227-239, October 2004. - E. Sidiropoulos and P. Tolikas.
**Genetic algorithms and cellular automata in aquifer management**,*Applied Mathematical Modelling*, Vol. 32, No. 4, pp. 617--640, April 2008. - W. Siedlecki and J. Sklanski.
**Constrained Genetic Optimization via Dynamic Reward-Penalty Balancing and Its Use in Pattern Recognition**, in J. David Schaffer (editor),*Proceedings of the Third International Conference on Genetic Algorithms (ICGA-89)*, pages 141-150, San Mateo, California, June 1989. George Mason University, Morgan Kaufmann Publishers. - Ricardo M.A. Silva, Mauricio G.C. Resende, Panos M. Pardalos and João L. Facó.
**Biased random-key genetic algorithm for nonlinearly-constrained global optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2201--2206, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Eoksu Sim, Sungwon Jung, Haejoong Kim and Jinwoo Park.
**A Generic Network Design for a Closed-Loop Supply Chain Using Genetic Algorithm**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 1214-1225,Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3103. - P.A. Simionescu, D.G. Beale and G.V. Dozier.
**Constrained Optimization Problem Solving Using Estimation of Distribution Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 296-302, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - P.A. Simionescu, G.V. Dozier and R.L. Wainwright.
**A Two-Population Evolutionary Algorithm for Constrained Optimization Problems**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pages 6111-6117, IEEE, Vancouver, BC, Canada, July 2006. - Hemant Kumar Singh, Amitay Isaacs, Trung Thanh Nguyen, Tapabrata Ray and Xin Yao.
**Performance of Infeasibility Driven Evolutionary Algorithm (IDEA) on Constrained Dynamic Single Objective Optimization Problems**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 3127-3134, IEEE Service Center, Trondheim, Norway, May, 2009. - Hemant Kumar Singh, Tapabrata Ray and Warren Smith.
**C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization**, in*Information Sciences*, Vol. 180, No. 13, pp. 2499-2513, July 1, 2010. - Hemant Kumar Singh, Tapabrata Ray and Warren Smith.
**Performance of infeasibility empowered memetic algorithm for CEC 2010 constrained optimization problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3770--3777, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Hemant K. Singh, Tapabrata Ray and Warren Smith.
**Performance of Infeasibility Empowered Memetic Algorithm (IEMA) on Engineering Design Problems**, in Jiuyong Li (editor),*AI 2010: Advances in Artificial Intelligence, 23rd Australasian Joint Conference*, pp. 425--434, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 6464, Adelaide, Australia, December 2010. - Hemant Kumar Singh and Tapabrata Ray.
**Performance of a Hybrid EA-DE-Memetic Algorithm on CEC 2011 Real World Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1322--1326, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Hemant Kumar Singh, Md. Asafuddoula and Tapabrata Ray.
**Solving Problems with a Mix of Hard and Soft Constraints Using Modified Infeasibility Driven Evolutionary Algorithm (IDEA-M)**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 983--990, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Prashant Singh, Ivo Couckuyt, Francesco Ferranti and Tom Dhaene.
**A Constrained Multi-Objective Surrogate-Based Optimization Algorithm**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 3080--3087, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - S. Sivananaithaperumal, S. Miruna Joe Amali, S. Baskar and P. N. Suganthan.
**Constrained self-adaptive differential evolution based design of robust optimal fixed structure controller**,*Engineering Applications of Artificial Intelligence*, Vol. 24, No. 6, pp. 1084--1093, September, 2011. - Ankur Sinha, Aravind Srinivasan and Kalyanmoy Deb.
**A Population-Based, Parent Centric Procedure for Constrained Real-Parametrer Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 943--949, IEEE, Vancouver, BC, Canada, July 2006. - Anabela Simoes and Ernesto Costa.
**Using Genetic Algorithms with Sexual or Asexual Transposition: a Comparative Study**, in*Proceedings of the Congress on Evolutionary Computation 2000 (CEC'2000)*, volume 2, pages 1196-1203, Piscataway, New Jersey, July 2000. IEEE Service Center. - Leszek Siwik and Piotr Sikorski.
**Efficient Constrained Evolutionary Multi-Agent System for Multi-Objective Optimization**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 3211-3218, IEEE Service Center, Hong Kong, June 2008. - Leszek Siwik and Szymon Natanek.
**Solving Constrained Multi-Criteria Optimization Tasks Using Elitist Evolutionary Multi-Agent System**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 3357-3364, IEEE Service Center, Hong Kong, June 2008. - Alice E. Smith and David W. Coit.
**Constraint Handling Techniques--Penalty Functions**, in Thomas Bäck, David B. Fogel and Zbigniew Michalewicz (editors),*Handbook of Evolutionary Computation*, chapter C 5.2. Oxford University Press and Institute of Physics Publishing, 1997. - Alice E. Smith and David M. Tate.
**Genetic Optimization Using a Penalty Function**, in Stephanie Forrest (editor),*Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA-93)*, pages 499-503, San Mateo, California, July 1993. University of Illinois at Urbana-Champaign, Morgan Kaufmann Publishers. - Laurence Smith.
**Improved Placement of Local Solver Launch Points for Large-scale Global Optimization**, PhD thesis, Ottawa-Carleton Institute for Electrical and Computer Engineering (OCIECE), Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada, April 2011. - J.E. Smith.
**Protein Structure Prediction with Co-evolving Memetic Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 4, pages 2346-2353, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Stephen Smith.
**Using Evolutionary Algorithms Incorporating the Augmented Lagrangian Penalty Function to Solve Discrete and Continuous Constrained Non-linear Optimal Control Problems**, in Pierre Collet, Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton and Marc Schoenauer (editors),*Proceedings of the 5th International Conference on Artificial Evolution (AE 2001)*, pages 295-308, Heidelberg, Germany, October 2001. Le Creusot, France, Springer-Verlag. Lecture Notes in Computer Science Vol. 2310. - Hiroshi Someya and Masayuki Yamamura.
**Genetic Algorithm with Search Area Adaptation for the Function Optimization and its Experimental Analysis.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 933-940, Piscataway, New Jersey, May 2001. IEEE Service Center. - Daniel Leal Souza, Otávio Noura Teixeira, Dionne Cavalcante Monteiro, Roberto Célio Limão de Oliveira and Marco Antonio Florenzano Mollinetti.
**A Novel Competitive Quantum-Behaviour Evolutionary Multi-Swarm Optimizer Algorithm Based on CUDA Architecture Applied to Constrained Engineering Design**, in Marco Dorigo, Mauro Birattari, Simon Garnier, Heiko Hamann, Marco Montes de Oca, Christine Solnon and Thomas Stützle (editors),*Swarm Intelligence, 9th International Conference, ANTS 2014*, pp. 206--213, Springer. Lecture Notes in Computer Science Vol. 8667, Brussels, Belgium, September 10-12, 2014. - Massimo Spadoni and Luciano Stefanini.
**Handling Box, Linear and Quadratic-Convex Constraints for Boundary Optimization with Differential Evolution Algorithms**, in*2009 9th International Conference on Intelligent Systems Design and Applications*, pp. 7--12, IEEE Press, Pisa, Italy, November 30-December 02, 2009, ISBN 978-1-4244-4735-0. - Massimo Spadoni and Luciano Stefanini.
**A Differential Evolution algorithm to deal with box, linear and quadratic-convex constraints for boundary optimization**,*Journal of Global Optimization*, Vol. 52, No. 1, pp. 171--192, January 2012. - Roberto Spallino and Georg Thierauf.
**Thermal buckling optimization of composite laminates by evolution strategies.***Computers and Structures*, 78(5):691-697, December 2000. - Dipti Srinivasan, Tian Hou Seow and Jian Xin Xu.
**Constraint-Based University Time-Tabling Using Evolutionary Algorithm.**In Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 252-256, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Soumil Srivastava and Kalyanmoy Deb.
**A Genetic Algorithm Based Augmented Lagrangian Method for Computationally Fast Constrained Optimization**, in Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash (editors), - Rainer Storn.
**System Design by Constraint Adaptation and Differential Evolution.***IEEE Transactions on Evolutionary Computation*, 3(1):22-34, April 1999. - Jeffrey D. Stumpf, Xin Feng and Richard W. Kelnhofer.
**An Enhanced Operator-Oriented Genetic Search Algorithm**, in Z. Michalewicz, J. D. Schaffer, H.-P. Schwefel, D. B. Fogel and H. Kitano (editors),*Proceedings of the First IEEE Conference on Evolutionary Computation (ICEC'94)*, pages 235-238, Piscataway, New Jersey, June 1994. Orlando, Florida, IEEE Press. - Shoubao Su, Jiwen Wang, Wangkang Fan and Xibing Yin.
**Good Lattice Swarm Algorithm for Constrained Engineering Design Optimization**, in*2007 International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2007)*, pp. 6421--6424, IEEE Press, Shanghai, China, September 21-25, 2007, ISBN 978-1-4244-1311-9. - J.C Sullivan.
**Constrained Optimisation with the Fuzzy Clusterting Evolution Strategy.**In I.C. Parmee (editor), - Agachai Sumalee.
**Genetic Algorithm for Constraint Optimal Toll Ring Design**, in Andreas Fink and Franz Rothlauf (editors),*Advances in Computational Intelligence in Transport, Logistics and Supply Chain Management*, pp. 45-61, Springer, Studies in Computational Intelligence Vol. 144, 2008. - V.S. Summanwar, V.K. Jayaraman, B.D. Kulkarni, H.S. Kusumakar, K. Gupta and J. Rajesh.
**Solution of constrained optimization problems by multi-objective genetic algorithm**, in*Computers & Chemical Engineering*, Vol. 26, No. 10, pp. 1481-1492, October 15, 2002. - Chao-Li Sun, Jian-Chao Zeng and Jeng-Shyang Pan.
**A Particle Swarm Optimization with Feasibility-Based Rules for Mixed-Variable Optimization Problems**, in Jeng-Shyang Pan, Jie Liu and Ajith Abraham (editors),*Ninth International Conference on Hybrid Intelligent Systems (HIS'09)*, pp. 543--547, Shenyang, China, IEEE Computer Society Press, August 2009. - Jianyong Sun and Jonathan M. Garibaldi.
**A Novel Memetic Algorithm for Constrained Optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 549-556, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Chao-li Sun, Jian-chao Zeng and Jeng-shyang Pan.
**An improved vector particle swarm optimization for constrained optimization problems**,*Information Sciences*, Vol. 181, No. 6, pp. 1153--1163, March 15, 2011. - Patrick D. Surry and Nicholas J. Radcliffe.
**The COMOGA Method: Constrained Optimisation by Multiobjective Genetic Algorithms.***Control and Cybernetics*, 26(3):391-412, 1997. - Patrick D. Surry, Nicholas J. Radcliffe and Ian D. Boyd.
**A Multi-Objective Approach to Constrained Optimisation of Gas Supply Networks : The COMOGA Method.**In Terence C. Fogarty (editor),*Evolutionary Computing. AISB Workshop. Selected Papers*, pages 166-180, Sheffield, U.K., April 1995. Springer-Verlag. Lecture Notes in Computer Science No. 993. - Ryohei Suzuki, Fukiko Kawai, Shinji Kitagawa, Tetsuro Matsui, Kouji Matsumoto, Donghui Xiang and Yoshikazu Fukuyama.
**The ε constrained differential evolution approach for optimal operational planning of energy plants**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 4312--4317, IEEE Press, Barcelona, Spain, July 18--23, 2010. - K.S. Swarup, M. Yoshimi, S. Shimano and Y. Izui.
**Genetic algorithm approach to environmental constrained optimal economic dispatch**,*Engineering Intelligent Systems for Electrical Engineering and Communications*, Vol. 4, No. 1, pp. 11--23, March 1996. - Francis Dermot Sweeney.
**New Sampling Distributions for Evolutionary Algorithms**PhD thesis, Department of Aeronautics and Astronautics, Stanford University, August 2003. - Gilbert Syswerda.
**Schedule Optimization Using Genetic Algorithms**, in Lawrence Davis (editor),*Handbook of Genetic Algorithms*, chapter 21, pages 332-349. Van Nostrand Reinhold, New York, New York, 1991. - Kiyoharu Tagawa and Shun Miyanaga.
**Weighted empirical distribution based approach to Chance Constrained Optimization Problems using Differential Evolution**, in*2017 IEEE Congress on Evolutionary Computation (CEC'2017)*, pp. 97--104, IEEE Press, San Sebastián, Spain, June 5-8, 2017, ISBN 978-1-5090-4601-0. - Min-Jea Tahk and Byung-Chan Sun.
**Coevolutionary Augmented Lagrangian Methods for Constrained Optimization.***IEEE Transactions on Evolutionary Computation*, 4(2):114-124, July 2000. - T. Takahama and S. Sakai.
**Constrained Optimization by αConstrained Genetic Algorithm (αGA).***Systems and Computers in Japan*, 35(5):11-22, May 2004. - Tetsuyuki Takahama and Setsuko Sakai.
**Constrained Optimization by Applying the α Constrained Method to the Nonlinear Simplex Method with Mutations.***IEEE Transactions on Evolutionary Computation*, 9(5):437-451, October 2005. - T. Takahama, S. Sakai and N. Iwane.
**Constrained optimization by the ε constrained hybrid algorithm of particle swarm optimization and genetic algorithm.**In*AI 2005: Advances in Artificial Intelligence*, pages 389-400. Springer-Verlag, 2005. Lecture Notes in Artificial Intelligence Vol. 3809. - Tetsuyuki Takahama, Setsuko Sakai and Noriyuki Iwane.
**Constrained Optimization by the ε Constrained Hybrid Algorithm of Particle Swarm Optimization and Genetic Algorithm**, in*18th Australian Joint Conference on Artificial Intelligence*, pp. 389-400, Springer. Lecture Notes in Computer Science, Vol. 3809, Sydney, Australia, December 5-9 2005. - Tetsuyuki Takahama and Setsuko Sakai.
**Constrained Optimization by the ε Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pages 308--315, IEEE, Vancouver, BC, Canada, July 2006 - Tetsuyuki Takahama, Setsuko Sakai and Noriyuki Iwane.
**Solving Nonlinear Constrained Optimization Problems by the ε Constrained Differential Evolution**, in*Proceedings of the 2006 IEEE International Conference on Systems, Man and Cybernetics*, pages 2322-2327, Taipei, Taiwan, October 2006. IEEE Press. - Tetsuyuki Takahama and Setsuko Sakai.
**Solving constrained optimization problems by the epsilon constrained particle swarm optimizer with adaptive velocity limit control**, in*2006 IEEE Conference on Cybernetics and Intelligent Systems*, pp. 133--139, IEEE Press, Bangkok, Thailand, June 7-9, 2006, ISBN 978-1-4244-0022-5. - Tetsuyuki Takahama and Setsuko Sasai.
**Constrained Optimization by ε Constrained Differential Evolution with Dynamic ε-Level Control**, in Uday K. Chakraborty (Editor),*Advances in Differential Evolution*, pp. 139--154, Springer, Berlin, 2008, ISBN 978-3-540-68827-3. - Tetsuyuki Takahama and Setsuko Sakai.
**Fast And Stable Constrained Optimization by the Epsilon Constrained Differential Evolution**,*Pacific Journal of Optimization*, Vol. 5, No. 2, pp. 261-282, May 2009. - Tetsuyuki Takahama and Setsuko Sakai.
**Solving Difficult Constrained Optimization Problems by the ε-Constrained Differential Evolution with Gradient-Based Mutation**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 3, pp. 51-72, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Tetsuyuki Takahama and Setsuko Sakai.
**Constrained Optimization by the ε Constrained Differential Evolution with an Archive and Gradient-Based Mutation**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1680--1688, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Tetsuyuki Takahama and Setsuko Sakai.
**Efficient constrained optimization by the ε constrained adaptive differential evolution**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 2052--2059, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Tetsuyuki Takahama and Setsuko Sakai.
**Efficient Constrained Optimization by the ε Constrained Rank-Based Differential Evolution**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 62--69, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Tetsuyuki Takahama and Setsuko Sakai.
**Efficient Constrained Optimization by the ε Constrained Differential Evolution with Rough Approximation Using Kernel Regression**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1334--1341, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Takeo Takeno and Yasuhiro Tsujimura.
**Effect of the Service Time Constraint in Permutation Representation Method for Vehicle Routing Problem**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 100-104, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - K.C. Tan, T.H. Lee, E.F. Khor, C.M. Heng and D. Khoo.
**Nonlinear Constraint Handling Techniques via Angular Transformation.**In Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon,and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001),*pages 655--662, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - K.C. Tan, T.H. Lee, D.~Khoo and E.F. Khor.
**Constrained Evolutionary Exploration via Genetic Structure of Packet Distribution.***Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001),*volume 1, pages 693-703, Piscataway, New Jersey, May 2001. IEEE Service Center. - Wanman Tang and Yanda Li.
**Constrained Optimization using Triple Spaces Cultured Genetic Algorithm**, in M.Z. Guo, L. Zhao and L.P. Wang (editors),*Fourth International Conference on Natural Computation (ICNC 2008)*, pp. 589--593, IEEE Computer Society Press, Jian, China, October 18-20, 2008, ISBN 978-0-7695-3304-9. - Lixin Tang, Ping Yan.
**Particle Swarm Optimization Algorithm for a Batching Problem in the Process Industry**,*Industrial & Engineering Chemistry Research*, Vol. 48, No. 20, pp. 9186-9194, October 21, 2009. - Ke-Zong Tang, Ting-Kai Sun and Jing-Yu Yang.
**An improved genetic algorithm based on a novel selection strategy for nonlinear programming problems**,*Computers & Chemical Engineering*, Vol. 35, No. 4, pp. 615--621, April, 2011. - Kezong Tang, Jingyu Yang, Haiyan Chen and Shang Gao.
**Improved genetic algorithm for nonlinear programming problems**,*Journal of Systems Engineering and Electronics*, Vol. 22, No. 3, pp. 540--546, June, 2011. - Yang Tang, Zidong Wang, Huijun Gao, Stephen Swift and Jürgen Kurths.
**A Constrained Evolutionary Computation Method for Detecting Controlling Regions of Cortical Networks**,*IEEE-ACM Transactions on Computational Biology and Bioinformatics*, Vol. 9, No. 6, pp. 1569--1581, November-December 2012. - Maolin Tang and Shenchen Pan.
**A Hybrid Genetic Algorithm for the Minimum Interconnection Cut Problem**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 3004--3011, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Jili Tao, Qinru Fan, Xiaoming Chen and Yong Zhu.
**Constraint multi-objective automated synthesis for CMOS operational amplifier**,*Neurocomputing*, Vol. 98, pp. 108--113, December 3, 2012. - M. Fatih Tasgetiren and P. N. Suganthan.
**A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 340--354, IEEE, Vancouver, BC, Canada, July 2006 - M. Fatih Tasgetiren, P. Nagaratnam Suganthan, Quan-Ke Pan, Rammohan Mallipeddi and Sedat Sarman.
**An ensemble of differential evolution algorithms for constrained function optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 967--975, IEEE Press, Barcelona, Spain, July 18--23, 2010. - M. Fatih Tasgetiren, Quan-Ke Pan, Damla Kizilay and Gursel Suer.
**A Differential Evolution Algorithm with Variable Neighborhood Search for Multidimensional Knapsack Problem**, in*2015 IEEE Congress on Evolutionary Computation (CEC)*, pp. 2797--2804, IEEE Press, Sendai, Japan, 25-28 May, 2015, ISBN 978-1-4799-7492-4. - David M. Tate and Alice E. Smith.
**A Genetic Approach to the Quadratic Assignment Problem.***Computers and Operations Reseach*, 22(1):73-78, 1995. - Hugo Terashima-Marín, Peter Ross and Manuel Valenzuela-Rendón.
**Application of the Hardness Theory when Solving the Timetabling Problem with Genetic Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 1999 (CEC'99)*, volume 1, pages 604-611, Piscataway, New Jersey, July 1999. IEEE Service Center. - Hugo Terashima-Marín, Peter Ross and Manuel Valenzuela-Rendón.
**Evolution of Constraint Satisfaction Strategies in Examination Timetabling**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1, pages 635-642, San Francisco, California, July 1999. Morgan Kaufmann. - H. Terashima-Marín and J. C. Ortiz-Bayliss and P. Ross and M. Valenzuela-Rendón.
**Hyper-heuristics for the Dynamic Variable Ordering in Constraint Satisfaction Problems**,*2008 Genetic and Evolutionary Computation Conference (GECCO'2008)*, pp. 571--578, ACM Press, Atlanta, USA, July 2008, ISBN 978-1-60558-131-6. - Biruk Tessema and Gary G. Yen.
**A Self Adaptative Penalty Function Based Algorithm for Constrained Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 950--957, IEEE, Vancouver, BC, Canada, July 2006. - Biruk Tessema and Gary G. Yen.
**An Adaptive Penalty Formulation for Constrained Evolutionary Optimization**,*IEEE Transactions on Systems, Man and Cybernetics Part A---Systems and Humans*, Vol. 39, No. 3, pp. 565-578, May 2009. - Sam R. Thangiah.
**An Adaptive Clustering Method using a Geometric Shape for Vehicle Routing Problems with Time Windows**, in Larry J. Eshelman (editor),*Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA-95)*, pages 536-543, San Mateo, California, July 1995. University of Pittsburgh, Morgan Kaufmann Publishers. - Dhananjay Thiruvady and Christian Blum and Bernd Meyer and Andreas Ernst.
**Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling**, in María J. Blesa, Christian Blum, Luca Di Gaspero, Andrea Roli, Michael Sampels and Andrea Schaerf, (editors),*Hybrid Metaheuristics, 6th International Workshop, HM 2009*, pp. 30-44, Springer, Lecture Notes in Computer Science, Vol. 5818, Udine, Italy, October, 2009. - Dhananjay Thiruvady, Bernd Meyer and Andreas T. Ernst.
**Car Sequencing with Constraint-Based ACO**, in*2011 Genetic and Evolutionary Computation Conference (GECCO'2011)*, pp. 163--170, ACM Press, Dublin, Ireland, July 12-16, 2011. - T. O. Ting, K. P. Wong and C. Y. Chung.
**Hybrid constrained genetic algorithm/particle swarm optimisation load flow algorithm**,*IET Generation Transmission & Distribution*, Vol. 2, No. 6, pp. 800--812, November 2008. - José Carlos Villela Tinoco and Carlos A. Coello Coello.
, in Oliver Schütze, Carlos A. Coello Coello, Alexandru-Adrian Tantar, Emilia Tantar, Pascal Bouvry, Pierre Del Moral and Pierrick Legrand (editors),*hyp*DE: A hyper-Heuristic Based on Differential Evolution for Solving Constrained Optimization Problems*EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II*, pp. 267--282, Springer, Advances in Intelligent Systems and Computing Vol. 175, Berlin, Germany, 2012, ISBN 978-3-642-31519-0. - Georg Thierauf and Jianbo Cai.
**Structural Optimization Based on Evolution Strategies**, in M. Papadrakakis (editor),*Parallel Solution Methods in Computational Mechanics*, pages 335-361. John Wiley & Sons, 1997. - Y.C. Toklu.
**Application of Genetic Algorithms to Construction Scheduling With or Without Resource Constraints.***Canadian Journal of Civil Engineering*, 29(3):421-429, 2002. - Giordano Tomassetti.
**A cost-effective algorithm for the solution of engineering problems with particle swarm optimization**,*Engineering Optimization*, Vol. 42, No. 5, pp. 471-495, 2010. - Thomas Tometzki and Sebastian Engell.
**Systematic Initialization Techniques for Hybrid Evolutionary Algorithms for Solving Two-Stage Stochastic Mixed-Integer Programs**,*IEEE Transactions on Evolutionary Computation*, Vol. 15, No. 2, pp. 196--214, April 2011. - Gregorio Toscano-Pulido and Carlos A. Coello Coello.
**A Constraint-Handling Mechanism for Particle Swarm Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 1396-1403, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Rosario Toscano and Patrick Lyonnet.
**Heuristic Kalman Algorithm for Solving Optimization Problems**,*IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics*, Vol. 39, No. 5, pp. 1231-1244, October 2009. - Edward Tsang and Nanlin Jin.
**Incentive Method to Handle Constraints in Evolutionary Algorithms with a Case Study**, in Pierre Collet, Marco Tomassini, Marc Ebner, Steven Gustafson and Anikó Ekárt (editors),*Genetic Programming, 9th European Conference, EuroGP 2006*, pp. 133-144, Springer. Lecture Notes in Computer Science Vol. 3905, Budapest, Hungary, April 2006. - Ioannis G. Tsoulos.
**Solving Constrained Optimization Problems Using a Novel Genetic Algorithm**,*Applied Mathematics and Computation*, Vol. 208, No. 1, pp. 273-283, February 1 2009. - Lin-Yu Tseng and Chun Chen.
**Multiple Trajectory Search for single objective constrained real-parameter optimization problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3433--3441, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Yasuhiro Tsujimura, Mitsuo Gen and Admi Syarif.
**Solving a Nonlinear Side Constrained Transportation Problem by Using Spanning Tree-based Genetic Algorithm with Fuzzy Logic Controller**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 546-551, Piscataway, New Jersey, May 2002. IEEE Service Center. - Milan Tuba and Nebojsa Bacanin.
**Improved seeker optimization algorithm hybridized with firefly algorithm for constrained optimization problems**,*Neurocomputing*, Vol. 143, pp. 197--207, November 2, 2014. - Milan Tuba and Nebojsa Bacanin.
**Artificial Bee Colony Algorithm Hybridized with Firefly Algorithm for Cardinality Constrained Mean-Variance Portfolio Selection Problem**,*Applied Mathematics & Information Sciences*, Vol. 8, No. 6, pp. 2831--2844, November 2014. - Rupesh Tulshyan, Ramnik Arora, Kalyanmoy Deb and Joydeep Dutta.
**Investigating EA Solutions for Approximate KKT Conditions in Smooth Problems**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 689-696, ACM Press, Portland, Oregon, USA, July 7--11, 2010. ISBN 978-1-4503-0072-8. - Josef Tvrdik and Radka Poláková.
**Enhanced competitive differential evolution for constrained optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1632--1639, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Kento Uemura, Naotoshi Nakashima, Yuichi Nagata and Isao Ono.
**A New Real-coded Genetic Algorithm for Implicit Constrained Black-box Function Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2887--2894, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Abu S.S.M. Barkat Ullah, Ruhul Sarker, David Cornforth and Chris Lokan.
**An Agent-based Memetic Algorithm (AMA) for Solving constrainted Optimization Problems**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 999-1006, IEEE Press, Singapore, September 2007. - Abu S.S.M. Barkat Ullah and Ruhul Sarker and David Cornforth.
**Search Space Reduction Technique for Constrained Optimization with Tiny Feasible Space**,*2008 Genetic and Evolutionary Computation Conference (GECCO'2008)*, pp. 881--888, ACM Press, Atlanta, USA, July 2008, ISBN 978-1-60558-131-6. - Abu S.S.M. Barkat Ullah, Ehab Z. Elfeky, David Cornforth, Daryl L. Essam and Ruhul Sarker.
**Improved Evolutionary Algorithms for Solving Constrained Optimization Problems with Tiny Feasible Space**, in*2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)*, pp. 1425--1432, IEEE Press, Singapore, October 12-15, 2008, ISBN 978-1-4244-2383-5. - Abu S.S.M. Barkat Ullah, Ruhul Sarker, David Cornforth and Chris Lokan.
**AMA: a new approach for solving constrained real-valued optimization problems**,*Soft Computing*, Vol. 13, No. 8-9, pp. 741-762, July 2009. - Abu S.S.M. Barkat Ullah, Ruhul Sarker and Chris Lokan.
**An Agent-Based Memetic Algorithm (AMA) for Nonlinear Optimization with Equality Constraints**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 70-77, IEEE Service Center, Trondheim, Norway, May 2009. - Abu S.S.M. Barkat Ullah, Ruhul Sarker, David Cornforth and Chris Lokan.
**AMA: a new approach for solving constrained real-valued optimization problems**,*Soft Computing - A Fusion of Foundations, Methodologies and Applications*, Vol. 13, No. 8--9, pp. 741-762, July 2009. - Abu S.S.M. Barkat Ullah, Ruhul Sarker and Chris Lokan.
**Handling equality constraints in evolutionary optimization**,*European Journal of Operational Research*, Vol. 221, No. 3, pp. 480--490, September 16, 2012. - Costin D. Untaroiu and Alexandrina Untaroiu.
**Constrained Design Optimization of Rotor-Tilting Pad Bearing Systems**,*Journal of Engineering for Gas Turbines and Power-Transactions of the Asme*, Vol. 132, No. 12, Article No. 122502, December, 2010. - Maren Urselmann, Sabine Barkmann, Guido Sand and Sebastian Engell.
**A Memetic Algorithm for Global Optimization in Chemical Process Synthesis Problems**,*IEEE Transactions on Evolutionary Computation*, Vol. 15, No. 5, pp. 659--683, October 2011. - Maren Urselmann, Christophe Foussette, Tim Janus, Stephen Tlatlik, Axel Gottschalk, Michael T.M. Emmerich, Sebastian Engell and Thomas Bäck.
**Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis**, in*2016 Genetic and Evolutionary Computation Conference (GECCO'2016)*, pp. 1029--1036, ACM Press, Denver, Colorado, USA, 20-24 July, 2016, ISBN 978-1-4503-4206-3. - Sima Uyar and Gülsen Eryigit.
**Improvements to penalty-based evolutionary algorithms for the multi-dimensional knapsack problem using a gene-based adaptive mutation operator**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cant Paz, D. Dasgupta, K. Deb, J.A. Foster, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*volume 2, pages 1257-1264, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Sima Uyar and H. Turgut Uyar.
**A Critical Look at Dynamic Multi-dimensional Knapsack Problem Generation**, in Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Isabel Esparcia-Alcázar, Muddassar Farooq, Andreas Fink and Penousal Machado, (editors),*Applications of Evolutionary Computing (EvoWorkshops 2009)*, pp. 762-767, Springer, Lecture Notes in Computer Science, Vol. 5484, Heidelberg, Germany, 2009. - Jano. I. van Hemert and Thomas Bäck.
**Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfaction**, in Juan Julián Merelo Guervós, Panagiotis Adamidis, Hans-Georg Beyer, José-Luis Fernández-Villacañas and Hans-Paul Schwefel (editors),*Proceedings of the 7th Parallel Problem Solving from Nature (PPSN VII)*, pages 23-32, Heidelberg, Germany, September 2002. Granada, Spain, Springer-Verlag. Lecture Notes in Computer Science Vol. 2439. - J.I. van Hemert.
**Evolving Binary Constraint Satisfaction Problem Instances that are Difficult to Solve**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1267-1273, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - A. H. C. vanKampen, C. S. Strom and L. M. C. Buydens.
**Lethalization, penalty and repair functions for constraint handling in the genetic algorithm methodology**,*Chemometrics and Intelligent Laboratory Systems*, Vol. 34, No. 1, pp. 55-68, August 1996. - Kriangsak Vanitchakornpong, Nakorn Indra-Payoong, Agachai Sumalee and Pairoj Raothanachonkun.
**Constrained Local Search Method for Bus Fleet Scheduling Problem with Multi-depot with Line Change**, in Mario Giacobini et al. (editors), - Gervasio Varela, Pilar Caamaño, Felix Orjales, Alvaro Deibe, Fernando Lopez-Pena and Richard J. Duro.
**Differential Evolution in Constrained Sampling Problems**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 2375--2382, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Dênis E. C. Vargas, Afonso C.C. Lemonge, Helio J.C. Barbosa and Heder S. Bernardino.
**Differential Evolution with the Adaptive Penalty Method for Constrained Multiobjective Optimization**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1342--1349, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - A. Ismael F. Vaz and Luis N. Vicente.
**A particle swarm pattern search method for bound constrained global optimization**,*Journal of Global Optimization*, Vol. 39, No. 2, pp. 197--219, October 2007. - Neelankantam V. Venkatarayalu and Tapabrata Ray.
**Single and Multi-objective design of Yagi-Uda Antennas using Computational Intelligence**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1237-1242, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Sangameswar Venkatraman and Gary G. Yen.
**A Simple Elitist Genetic Algorithm for Constrained Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 288-295, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Sangameswar Venkatraman and Gary G. Yen.
**A Generic Framework for Constrained Optimization Using Genetic Algorithms.***IEEE Transactions on Evolutionary Computation*, 9(4), August 2005. - P. Venkatesh, R. Gnanadass and N. P. Padhy.
**Comparison and application of evolutionary programming techniques to combined economic emission dispatch with line flow constraints**,*IEEE Transactions on Power Systems*, Vol. 18, No. 2, pp. 688--697, May 2003. - G. Venter and R. T. Haftka.
**Constrained particle searm optimization using a bi-objective formulation**,*Structural and Multidisciplinary Optimization*, Vol. 40, No. 1-6, pp. 65-76, January, 2010. - Marta Verdaguer, Narcis Clara and Manel Poch.
**Ant colony optimization-based method for managing industrial influents in wastewater systems**,*AIchE Journal*, Vol. 58, No. 10, pp. 3070--3079, October 2012. - Douglas A.G. Vieira, Ricardo L.S. Adriano, Laurent Krähenbühl and Joao A. Vasconcelos.
**Handling Constraints as Objectives in a Multiobjective Genetic Based Algorithm.***Journal of Microwaves and Optoelectronics*, 2(6):50-58, December 2002. - D.A.G. Vieira, R.L.S. Adriano, J.A. Vasconcelos and L. Krahenbuhl.
**Treating constraints as objectives in multiobjective optimization problems using niched pareto genetic algorithm**,*IEEE Transactions on Magnetics*, Vol. 40, No. 2, pp. 1188--1191, March 2004. - K. Vijayalakshmi and S. Radhakrishnan.
**Artificial immune based hybrid GA for QoS based multicast routing in large scale Artificial immune based hybrid GA for QoS based multicast routing in large scale networks (AISMR)**,*Computer Communications*, Vol. 31, No. 17, pp. 3984-3994, November 20 2008. - K. Vijayalakshmi and S. Radhakrishnan.
**A novel hybrid immune-based GA for dynamic routing to multiple destinations for overlay networks**,*Soft Computing*, Vol. 14, No. 11, pp. 1227-1239, September, 2010. - A. Villagra, D. Pandolfi and G. Leguizamon.
**Handling constraints with an evolutionary tool for scheduling oil wells maintenance visits**,*Engineering Optimization*, Vol. 45, No. 8, pp. 963--981, August 1, 2013. - Miguel G. Villarreal-Cervantes, Carlos A. Cruz-Villar and Jaime Alvarez-Gallegos.
**Structure-Control Mechatronic Design of the Planar 5R 2DoF Parallel Robot**, in*Proceedings of the 2009 IEEE International Conference on Mechatronics (ICM'2009)*, pp. 77-82, IEEE Press, Málaga, Spain, April, 2009. - Miguel G. Villarreal-Cervantes, Carlos A. Cruz-Villar, Jaime Alvarez-Gallegos and Edgar A. Portilla-Flores.
**Differential evolution techniques for the structure-control design of a five-bar parallel robot**,*Engineering Optimization*, Vol. 42, No. 6, pp. 535-565, 2010. - Angela Vincenti, Mohammad Reza Ahmadian and Paolo Vannucci.
**BIANCA: a genetic algorithm to solve hard combinatorial optimisation problems in engineering**,*Journal Of Global Optimization*, Vol. 48, No. 3, pp. 399-421, November, 2010. - Mark S. Voss and Christopher M. Foley.
**Evolutionary Algorithm for Structural Optimization**, in Wolfgang Banzhaf, Jason Daida, Agoston E. Eiben, Max H. Garzon, Vasant Honovar, Mark Jakiela and Robert E. Smith (editors),*Proceedingsof the Genetic and Evolutionary Computation Conference (GECCO'99)*, volume 1,pages 678-685, San Francisco, California, July 1999. Morgan Kaufmann. - B. W. Wah and T. Wang.
**Simulated Annealing with Asymptotic Convergence for NonlinearConstrained Global Optimization.**In*Proceedings of Principles and Practice of Constraint Programming*, pages 461-475. Springer-Verlag, October 1999. - B. W. Wah and T. Wang.
**Constrained Simulated Annealing with Applications in Nonlinear Continuous Constrained Global Optimization**, in*Proceedings of the 11th IEEE Int'l Conf. on Tools with Artificial Intelligence*, pages 381-388, November 1999. - Benjamin W. Wah.
**Stochastic Search Algorithms in Constrained Global Optimization.**In*4th Int'l Conf. on Algorithms and Architectures for Parallel Processing*, Hong Kong, Dec 2000. - B. W. Wah and Y. X. Chen.
**Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization**, in*Proceedings of Principles and Practice of Constraint Programming*. Springer-Verlag, September 2000. - Benjamin W. Wah and Yi-Xin Chen.
**Constrained Genetic Algorithms and their Applications in Nonlinear Constrained Optimization**, in*Proceedings of the Twelfth IEEE International Conference on Tools with Artificial Intelligence ICTAI'2000*, pages 286-293, Los Alamitos, California, November 2000. IEEE Computer Society. - B. W. Wah and T. Wang.
**Tuning Strategies of Constrained Simulated Annealing for Nonlinear Global Optimization.***Int'l J. of Artificial Intelligence Tools*, 9(1):3-25, 2000. - Benjamin W. Wah and Yixin Chen.
**Hybrid Constrained Simulared Annealing and Genetic Algorithms for Nonlinear Constrained Optimization.**In*Proceedings of the Congress on Evolutionary Computation 2001 (CEC'2001)*, volume 2, pages 925-932, Piscataway, New Jersey, May 2001. IEEE Service Center. - Benjamin W. Wah and Yi-Xin Chen.
**Constrained Genetic Algorithms and Their Applications in Nonlinear Constrained Optimization**, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (eds.)*Evolutionary Optimization*, pages 253-275, Kluwer Academic Publishers, New York, February 2002, ISBN 0-7923-7654-4. - Benjamin W. Wah, Yixin Chen and Tao Wang.
**A Simulated annealing with asymptotic convergence for nonlinear constrained optimization**,*Journal of Global Optimization*, Vol. 39, No. 1, pp. 1-37, September 2007. - Benjamin W. Wah, Yixin Chen and Tao Wang.
**Theory and Applications of Simulated Annealing for Nonlinear Constrained Optimization**, in Cher Ming Tan (editor),*Simulated Annealing*, chapter 9, pp. 155-186, In-Teh, Croatia, September 2008. ISBN 978-953-7619-07-7. - Chunqiu Wan, Jun Wang, Geng Yang and Xing Zhang.
**Optimal Micro-siting of Wind Farms by Particle Swarm Optimization**, in Ying Tan, Yuhui Shi and Kay Chen Tan (editors),*Advances in Swarm Intelligence, First International Conference, ICSI 2010*, pp. 198--205, Springer. Lecture Notes in Computer Science Vol. 6145, Beijing, China, June 12-15, 2010. - T. Wang.
**Global Optimization of Constrained Nonlinear Programming.**PhD thesis, Dept. of Computer Science, Univ. of Illinois, Illinois, December 2000. - Sheng Yin Wang and Kang Tai.
**A Bit-Array Representation GA for Structural Topology Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 671-677, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Ling Wang and Fang Tang.
**NN-Based GA for Engineering Optimization**, in Fuliang Yin, Jun Wang and Chengan Guo (editors),*International Symposium on Neural Networks 2004 (ISNN 2004)*, pp. 448-453, Springer. Lecture Notes in Computer Science, Vol. 3173, Dalian, China, August 19-21 2004. - Yuping Wang, Dalian Liu and Yiu-Ming Cheung.
**Preference bi-objective evolutionary algorithm for constrained optimization.***Computational Intelligence and Security. International Conference, CIS 2005*, volume 3801, pages 184-191, Xi'an, China, December 2005. Springer-Verlag. Lecture Notes in Artificial Intelligence. - Yuping Wang, Yong-Chang Jiao and Hong Li.
**An Evolutionary Algorithm for Solving Nonlinear Bilevel Programming Based on a New Constraint-Handling Scheme***IEEE Transactions on Systems, Man and Cybernetics--Part C: Applications and Reviews*, Vol 35, No. 2, pp 221--232, May 2005. - Nianfeng Wang and Kang Tai.
**A Structural Optimization Problem Formulation for Design of Compliant Gripper Using a Genetic Algorithm**, in C. A. Motasoares, J. A. C. Martins, H. C. Rodrigues, Jorge A. C. Ambrósio, C. A. B. Pina, C. M. Motasoares, E. B. R. Pereira and J. Folgado (editors),*III European Conference on Computational Mechanics. Solids, Structures and Coupled Problems in Engineering: Book of Abstracts*, pp. 456, Springer, Lisbon, Portugal, June 5-8 2006. ISBN 978-1-4020-4994-1. - Yong Wang, Zixing Cai, Guanqi Guo and Yuren Zhou.
**Multiobjective optimization and hybrid evolutionary algorithm to solve constrained optimization problems.***IEEE Transactions on Systems, Man and Cybernetics Part B--Cybernetics*, 37(3):560-575, June 2007. - Yong Wang, Hui Liu, Zixing Cai and Yuren Zhou.
**An orthogonal design based constrained evolutionary optimization algorithm.***Engineering Optimization*, Vol. 39, No. 6, pp. 715--736, September 2007. - Yong Wang, Zixing Cai, Yuren Zhou and Wei Zeng.
**An Adaptive Tradeoff Model for Constrained Evolutionary Optimization**,*IEEE Transactions on Evolutionary Computation*, Vol. 12, No. 1, pp. 80--92, February 2008. - N. F. Wang, Y. W. Yang and K. Tai.
**Optimization of Structures Under Load Uncertainties Based on Hybrid Genetic Algorithm**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 4040-4045, IEEE Service Center, Hong Kong, June 2008. - Jinhua Wang and Zeyong Yin.
**A ranking selection-based particle swarm optimizer for engineering design optimization problems**,*Structural and Multidisciplinary Optimization*, Vol. 37, No. 2, pp. 131-147, December 2008. - Yong Wang, Zixing Cai, Yuren Zhou and Zhun Fan.
**Constrained optimization based on hybrid evolutionary algorithm and adaptive constraint-handling technique**,*Structural and Multidisciplinary Optimization*, Vol. 37, No. 4, pp. 395--413, January 2009. - Yong Wang and Zixing Cai.
**A hybrid multi-swarm particle swarm optimization to solve constrained optimization problems**,*Frontiers of Computer Science in China*, Vol. 3, No. 1, pp. 38-52, March, 2009. - Yong Wang, Zixing Cai and Yuren Zhou.
**Accelerating adaptive trade-off model using shrinking space technique for constrained evolutionary optimization**,*International Journal for Numerical Methods in Engineering*, Vol. 77, No. 11, pp. 1501-1534, March 2009. - Wanliang Wang, Huixu Teng, Zheng Wang and Yanwei Zhao.
**Model for Planning Problem Of Diaphragm Caustic Soda and Its Approach Based on Particle Swarm Optimization Algorithm**, in Marcos R. S. Borges, Weiming Shen, José A. Pino, Jean-Paul A. Barthès, Junzhou Luo, Sergio F. Ochoa and Jianming Yong, (editors),*Proceedings of the 13th International Conference on Computers Supported Cooperative Work in Design (CSCWD'2009)*, pp. 56-61, IEEE Press, Santiago, Chile, April 22-24, 2009. - Ling Wang and Ling-po Li.
**An effective differential evolution with level comparison for constrained engineering design**,*Structural and Multidisciplinary Optimization*, Vol. 41, No. 6, pp. 947-963, June, 2010. - Qiaoling Wang, Xiao-Zhi Gao and Changhong Wang.
**An Adaptive Bacterial Foraging Algorithm For Constrained Optimization**,*International Journal of Innovative Computing Information and Control*, Vol. 6, No. 8, pp. 3585-3593, August, 2010. - Yong Wang and Zixing Cai.
**Hybrid differential evolution and adaptive trade-off model to solve constrained optimization problems**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 2846--2850, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Yu Wang, Bin Li, Guang Mei Jing, Peng Wang and Jianyu Wang.
**Research of constraint handling techniques for Economic Load Dispatch of power system**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 3950--3957, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Ling Wang and Ling-Po Li.
**Fixed-Structure H-infinity Controller Synthesis Based on Differential Evolution with Level Comparison**,*IEEE Transactions on Evolutionary Computation*, Vol. 15, No. 1, pp. 120--129, February, 2011. - Yong Wang and Zixing Cai.
**Constrained Evolutionary Optimization by Means of (μ + λ)-Differential Evolution and Improved Adaptive Trade-Off Model**,*Evolutionary Computation*, Vol. 19, No. 2, pp. 249--285, Summer, 2011. - Yong Wang.
**Evolutionary Algorithms for Complex Continuous Optimization Problems**, PhD thesis, School of Information Science and Engineering, Central South University, China, May 2011 (abstract). - Yu Wang, Bin Li and Kaibo Zhang.
**Estimation of Distribution and Differential Evolution Cooperation for Real-world Numerical Optimization Problems**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 1315--1321, IEEE Service Center, New Orleans, Lousiana, USA, 5-8 June, 2011. - Yong Wang and Zixing Cai.
**Combining Multiobjective Optimization with Differential Evolution to Solve Constrained Optimization Problems**,*IEEE Transactions on Evolutionary Computation*, Vol. 16, No. 1, pp. 117-134, February 2012. - Yong Wang and Zixing Cai.
**A Dynamic Hybrid Framework for Constrained Evolutionary Optimization**,*IEEE Transactions on Systems, Man, and Cybernetics Part B--Cybernetics*, Vol. 42, No. 1, pp. 203--217, February 2012. - Yong Wang, Bing-Chuan Wang, Han-Xiong Li and Gary G. Yen.
**Incorporating Objective Function Information Into the Feasibility Rule for Constrained Evolutionary Optimization**,*IEEE Transactions on Cybernetics*, Vol. 46, No. 12, pp. 2938--2952, December 2016. - Elizabeth F. Wanner, Frederico G. Guimaraes, Ricardo H.C. Takahashi, Rodney R. Saldanha and Peter J. Fleming.
**Constraint quadratic approximation operator for treating equality constraints with genetic algorithms**, in*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*volume 3, pages 2255-2262, Edinburgh, Scotland, September 2005. IEEE Press. - Elizabeth F. Wanner, Federico G. Guimaraes, Ricardo H. C. Takahashi and Peter J. Flemming.
**Local Search with Quadratic Approximation in Genetic Algorithms for Expensive Optimization Problems**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 677-683, IEEE Press, Singapore, September 2007. - Jingxuan Wei and Yuping Wang.
**A Novel Multi-objective PSO Algorithm for Constrained Optimization Problems.**In T.-D. Wang et al. (editor),*Simulated Evolution and Learning (SEAL 2006)*, pages 174-180. Springer. Lecture Notes in Computer Science Vol. 4247, 2006. - Jingxuan Wei and Yuping Wang.
**An Infeasible Elitist Based Particle Swarm Optimization For Constrained Multiobjective Optimization and Its Convergence**,*International Journal Of Pattern Recognition And Artificial Intelligence*, Vol. 24, No. 3, pp. 381-400, May, 2010. - Jingxuan Wei and Yuping Wang.
**A Hybrid Particle Swarm Evolutionary Algorithm for Constrained Multi-Objective Optimization**,*Computing and Informatics*, Vol. 29, No. 5, pp. 701--718, 2010. - Jingxuan Wei and Liping Jia.
**A Novel Particle Swarm Optimization Algorithm with Local Search for Dynamic Constrained Multi-objective Optimization Problems**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 2436--2443, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - Thomas Weise, Michael Zapf, Raymond Chiong and Antonio J. Nebro.
**Why Is Optimization Difficult?**, in Raymond Chiong (Editor),*Nature-Inspired Algorithms for Optimisation*, pp. 1--50, Springer, Berlin, ISBN 978-3-642-00266-3, 2009. - Shuhua Wen, Qingbo Lu, Xueliang Zhang and Xiaoli Wang.
**A modified differential evolution for constrained optimization**, in J.P. Li, I. Bloshanskii, L.M. Ni, S.S. Pandey and S.X. Yang (editors),*Proceedings of the International Conference on Information Computing and Automation*, pp. 252--255, World Scientific, Hefei, China, December 20-22, 2007, ISBN 978-981-279-948-7. - Simon Wessing.
**Repair Methods for Box Constraints Revisited**, in Anna I. Esparcia-Alcázar et al. (editors),*Applications of Evolutionary Computation, 16th European Conference, EvoApplications 2013*, pp. 469--478, Springer. Lecture Notes in Computer Science Vol. 7835, Vienna, Austria, April 3-5, 2013. - Lyndon While and Philip Hingston.
**Usefulness of Infeasible Solutions in Evolutionary Search: an Empirical and Mathematical Study**, in*2013 IEEE Congress on Evolutionary Computation (CEC'2013)*, pp. 1363--1370, IEEE Press, Cancún, México, 20-23 June, 2013, ISBN 978-1-4799-0454-9. - D. Whitley, S. Rana and R. Heckendorn.
**Representation Issues in Neighborhood Search and Evolutionary Algorithms**, in D. Quagliarella, J. Périaux, C. Poloni and G. Winter (editors),*Genetic Algorithms and Evolution Strategies in Engineering and Computer Science. Recent Advances and Industrial Applications*, chapter 3, pages 39-57. John Wiley and Sons, West Sussex, England, 1998. - Otto Wittner, Poul E. Heegaard and Bjarne E. Helvik.
**Scalable Distributed Discovery of Resource Paths in Telecommunication Networks using Cooperative Ant-like Agents**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 2, pages 1456-1465, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Mark Wodrich and George Bilchev.
**Cooperative distributed search: the ants'way.***Control and Cybernetics*, 26(3):413-445, 1997. - Yomas G. Woldesenbet, Biruk G. Tessema and Gary G. Yen.
**Constraint Handling in Multi-Objective Evolutionary Optimization**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 3077-3084, IEEE Press, Singapore, September 2007. - Yonas Gebre Woldesenbet, Gary G. Yen and Biruk G. Tessema.
**Constraint Handling in Multiobjective Evolutionary Optimization**,*IEEE Transactions on Evolutionary Computation*, Vol. 13, No. 3, pp. 514--525, June 2009. - Kumlachew M. Woldemariam and Gary G. Yen.
**Constrained optimization using artificial immune system**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1689--1696, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Kok-Sung Won and Tapabrata Ray.
**Performance of kriging and cokriging based Surrogate Models within the Unified Framework for Surrogate Assisted Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 1577-1585, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Kit Po Wong and An Li.
**A Technique for Improving the Convergence Characteristic of Genetic Algorithms and Its Application to a Genetic-Based Load Flow Algorithm**, in Xin Yao, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 1st Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1996)*, pages 167-176, Heidelberg, Germany, November 1996. Taejon, Korea, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1285. - K. P. Wong, A. Li and M. Y. Law.
**Development of constrained-genetic-algorithm load-flow method**,*IEE Proceedings-Generation Transmission and Distribution*, Vol. 144, No. 2, pp. 91--99, March 1997. - Kit Po Wong and Jason Yuryevich.
**Optimal Power Flow Method Using Evolutionary Programming**, in Bob McKay, Xin Yao, Charles S. Newton, Jong-Hwan Kim and Takeshi Furuhashi (editors),*Proceedings of the 2nd Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 1998)*, pages 405-412, Heidelberg, Germany, November 1998. Canberra, Australia, Springer-Verlag. Lecture Notes in Artificial Intelligence Vol. 1585. - K. P. Wong, A. Li and T. M. Y. Law.
**Advanced constrained genetic algorithm load flow method**,*IEE Proceedings-Generation Transmission and Distribution*, Vol. 146, No. 6, pp. 609--616, November 1999. - Chukiat Worasucheep.
**Solving Constrained Engineering Optimization Problems by the Constrained PSO-DD**, in*5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2008)*, pp. 5--8, IEEE Press, Krabi, Thailand, May 14-17, 2008. - Chukiat Worasucheep.
**Solving Constrained Optimization Problems with a Self-Adaptive Differential Evolution Algorithm**, in*6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2009)*, pp. 646--649, IEEE Press, Chonburi, Thailand, May 6-9, 2009, ISBN 978-1-4244-3387-2. - J.A. Wright and R. Farmani.
**Genetic Algorithms: A Fitness Formulation for Constrained Minimization**, in Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon,and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001),*pages 725--732, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - Jonathan Wright and Yi Zhang.
**An "Ageing" Operator and Its Use in the Highly Constrained Topological Optimization of HVAC System Design.**In H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cant Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*2005 Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 2, pages 2075-2082, New York, June 2005. Washington DC, USA, ACM Press. - J.F. Wu, X.Y. Zhu and J.L. Liu.
**Using genetic algorithm based simulated annealing penalty function to solve groundwater management model**,*Science in China Series E-Technological Sciences*, Vol. 42, No. 5, pp. 521--529, October 1999. - Jin Wu and Shapour Azarm.
**On a New Constraint Handling Technique for Multi-Objective Genetic Algorithms.**In Lee Spector, Erik D. Goodman, Annie Wu, W.B. Langdon, Hans-Michael Voigt, Mitsuo Gen, Sandip Sen, Marco Dorigo, Shahram Pezeshk, Max H. Garzon and Edmund Burke (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2001)*, pages 741--748, San Francisco, California, July 2001. Morgan Kaufmann Publishers. - Baolin Wu and Xinghuo Yu.
**Fuzzy Penalty Function Approach for Constrained Function Optimization with Evolutionary Algorithms**, in*Proceedings of the 8th International Conference on Neural Information Processing*, pages 299-304, Shanghai, China, November 2001. Fudan University Press. - Z.Y. Wu and A.R. Simpson.
**A Self-Adaptive Boundary Search Genetic Algorithm and its Application in Water Distribution Systems.***Journal of Hydraulic Research*, 40(2):191-203, March 2002. - Wen-Hong Wu and Chyi-Yeu Lin.
**Hybrid-coded crossover for binary-coded genetic algorithms in constrained optimization.***Engineering Optimization*, 36(1):101-122, February 2004. - W.H. Wu and C.Y. Lin.
**The second generation of self-organizing adaptive penalty strategy for constrained genetic search***Advances in Engineering Software*, Vol 35, No. 12, pp 815--825, December 2004. - Jui-Yu Wu and Yun-Kung Chung.
**Artificial Immune System for Solving Generalized Geometric Problems: A Preliminary Results**, in H.-G. Beyer, U.-M. O'Reilly, D.V. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantú Paz, D. Dasgupta, K. Deb, J.A. Foste r, E.D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G.R. Raidl, T. Soule, A. Tyrrell, J.-P. Watson and E. Zitzler (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2005)*, volume 1, pages 329-336, New York, June 2005. Washington DC, USA, ACM Press. ISBN 1-59593-010-8. - Z.Y. Wu and T. Walski.
**Self-adaptive penalty approach compared with other constraint-handling techniques for pipeline optimization**, in*Journal of Water Resources Planning and Management-ASCE*, Vol. 131, No. 3, pp. 181--192, May-June 2005. - J.Y. Wu.
**Artificial immune system for solving constrained global optimization problems**, in*2007 IEEE Symposium on Artificial Life*, pp. 92--99, IEEE Press, Honolulu, Hawaii, USA, April 1-5, 2007, ISBN 978-1-4244-0701-9. - Yanling Wu, Jiangang Lu and Youxian Sun.
**An improved multi-population genetic algorithm for constrained nonlinear optimization**, in*WCICA 2006: Sixth World Congress on Intelligent Control and Automation*, pp. 1910--1914, IEEE Press, Dalian, China, June 21-23, 2006, ISBN 1-4244-0331-6. - Yu Wu, Yuanxiang Li and Xing Xu.
**A Novel Component-Based Model and Ranking Strategy in Constrained Evolutionary Optimization**, in Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, and Xue Li (editors),*Advanced Data Mining and Applications, 5th International Conference, ADMA'2009*, pp. 362--373, Springer. Lecture Notes in Artificial Intelligence Vol. 5678, Beijing, China, August 17-19, 2009. - Jui-Yu Wu, Chi-Jie Lu and Shi-Chang Wang.
**Solving Nonlinear Programming Problems via Advanced Simulated Annealing**,*Proceedings of the 2nd International Conference on Advanced Computer Theory and Engineering (ICACTE 2009)*, pp. 1637-1644, ACM Press, Cairo, Egypt, September 2009. - Chun-Yin Wu and Ko-Ying Tseng.
**A nonlinear interval-based optimization method with local-densifying approximation technique**,*Structural And Multidisciplinary Optimization*, Vol. 42, No. 4, pp. 575-590, October, 2010. - Jui-Yu Wu.
**Solving Constrained Global Optimization Via Artificial Immune System**,*International Journal on Artificial Intelligence Tools*, Vol. 20, No. 1, pp. 1--27, February, 2011. - Jui-Yu Wu.
**Solving constrained global optimization problems by using hybrid evolutionary computing and artificial life approaches**,*Mathematical Problems in Engineering*, Article Number: 841410, 2012. - Yi-Ling Wu, Shyong Jian Shyu, Tsu-Feng Ho and Bertrand M.T. Lin.
**Discrete particle swarm optimization for materials acquisition in multi-unit libraries**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 2250--2256, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Guohua Wu, Witold Pedrycz, P.N. Suganthan and Rammohan Mallipeddi.
**A Variable Reduction Strategy for Evolutionary Algorithms Handling Equality Constraints**,*Applied Soft Computing*, Vol. 37, pp. 774--786, December 2015. - Yu Xia, Malgorzata Chrzanowska-Jeske and Benyi Wang.
**Core-based SoC Test Scheduling Using Evolutionary Algorithm**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1716-1723, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Jing Xiao, Zbigniew Michalewicz and Krzysztof Trojanowski.
**Adaptive Evolutionary Planner/Navigator for Mobile Robots.***IEEE Transactions on Evolutionary Computation*, 1(1):18-28, 1997. - Jing Xiao, Zbigniew Michalewicz and Lixin Zhang.
**Evolutionary Planner/Navigator: Operator Performance and Self-Tuning**, in*Proceedings of the 3rd IEEE International Conference on Evolutionary Computation*, Nagoya, Japan, May 1996. IEEE Press. - Hansong Xiao.
**A New Multiobjective Optimization Algorithm Based on Artificial Immune Systems and Its Engineering Application**, PhD thesis, Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada, 2006 (abstract). - Chixin Xiao, Zixing Cai and Yong Wang.
**A Good Nodes Set Evolution Strategy for Constrained Optimization**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 943-950, IEEE Press, Singapore, September 2007. - Jianhua Xiao, Jin Xu, Zehui Shao, Congfeng Jiang and Linqiang Pan.
**A Genetic Algorithm for Solving Multi-Constrained Function Optimization Problems Based on KS Function**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 4497-4501, IEEE Press, Singapore, September 2007. - Chixin Xiao, Zixing Cai and Yong Wang.
**Incorporating Good Nodes Set Principle into Evolution Strategy for Constrained Optimization**, in*Third International Conference on Natural Computation, 2007 (ICNC'2007)*, pp. 243-247, IEEE Computer Society, Haikou, Hainan, China, August 24-27, 2007. - Bo Xiao, Danpin Yu, Lei Zhang, Xin Tian, Song Gao and Sanyou Zeng.
**A Constrained Dynamic Evolutionary Algorithm with Adaptive Penalty Coefficient**, in E. Corchado, A. Abraham, and W. Pedrycz, (editors),*Hybrid Artificial Intelligence Systems, Third International Workshop (HAIS'2008)*, pp. 103-112, Springer. Lecture Notes in Computer Science. Vol. 5271, Burgos, Spain, September 24-26, 2008. - Xiao-Feng Xie and Wen-Jun Zhang.
**SWAF: Swarm Algorithm Framework for Numerical Optimization**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 238-250, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Xiao-Feng Xie and Wen-Jun Zhang.
**Solving Engineering Design Problems by Social Cognitive Optimization**, in Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund Burke, Paul Darwen, Dipankar Dasgupta, Dario Floreano, James Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector andrea Tettamanzi, Dirk Thierens and Andy Tyrrell (editors),*Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'2004)*, pages 261-262, Heidelberg, Germany, June 2004. Seattle, WA, Springer Verlag. Lecture Notes in Computer Science Vol. 3102. - Xiao-Feng Xie, Wen-Jun Zhang and De-Chun Bi.
**Handling Equality Constraints by Adaptive Relaxing Rule for Swarm Algorithms**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 2012-2016, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Xiao-Feng Xie, Wen-Jun Zhang and De-Chun Bi.
**Optimizing Semiconductor Devices by Self-organizing Particle Swarm**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 2017-2022, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Dong Xie, Zhe Luo and Fan Yu.
**The computing of the optimal power consuption for semi-track air-cushion vehicle using hybrid generalized extremal optimization**,*Applied Mathematical Modelling*, Vol. 33, No. 6, pp. 2831-2844, June 2009. - Yuechun Xu, Zhihua Cui and Jianchao Zeng.
**Social Emotional Optimization Algorithm for Nonlinear Constrained Optimization Problems**, in Bijaya Ketan Panigrahi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan and Subhransu Sekhar Dash (editors), - Zhe Xu and Susan Lu.
**Multi-objective optimization of sensor array using genetic algorithm**,*Sensors and Actuators B-Chemical*, Vol. 160, No. 1, pp. 278--286, December 15, 2011. - He Xu, X. Z. Gao, Gao-liang Peng, Kai Xue and Yulin Ma.
**Prototype optimization of reconfigurable mobile robots based on a modified Harmony Search method**,*Transactions of the Institute of Measurement and Control*, Vol. 34, Nos. 2 - 3, pp. 334--360, April-May, 2012. - Anupam Yadav and Kusum Deep.
**Constrained Optimization Using Gravitational Search Algorithm**,*National Academy Science Letters-India*, Vol. 36, No. 5, pp. 527--534, October 2013. - Chit Hong Yam, David Di Lorenzo and Dario Izzo.
**Constrained global optimization of low-thrust interplanetary trajectories**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1668--1674, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Y. Yamashita and M. Shima.
**Numerical computational method using genetic algorithm for the optimal control problem with terminal constraints and free parameters**,*Nonlinear Analysis-Theory Methods & Applications*, Vol. 30, No. 4, pp. 2285--2290, December 1997. - Xinchi Yan and Xiaohan Wang.
**Fitness Function of Genetic Algorithm in Structural Constraint Optimization**, in Ying Tan, Yuhui Shi and Kay Chen Tan (editors),*Advances in Swarm Intelligence, First International Conference, ICSI 2010*, pp. 432--438, Springer. Lecture Notes in Computer Science Vol. 6145, Beijing, China, June 12-15, 2010. - Hong-Tzer Yang, Pai-Chuan Yang and Ching-Lien Huang.
**A parallel genetic algorithm approach to solving the unit commitment problem.***IEEE Transactions on Power Systems*, 12(2):661-668, May 1997. - Jinn-Moon Yang, Ying-Ping Chen, Jorng-Tzong Horng and Cheng-Yan Kao.
**Applying Family Competition to Evolution Strategies for Constrained Optimization**, in Peter J. Angeline, Robert G. Reynolds, John R. McDonnell and Russell C. Eberhart (editors),*Evolutionary Programming VI, 6th International Conference (EP97)*, Springer, Lecture Notes in Computer Science Vol. 1213, pp. 201-211, Indianapolis, Indiana, USA, April 13-16, 1997. - P. C. Yang, H. M. Wee, S. L. Chung and S. H. Kang.
**Constrained Optimization of a Newsboy Problem with Return Policy Using KKT Conditions and GA**, in Hiroshi G. Okuno and Moonis Ali (editors),*New Trends in Applied Artificial Intelligence, 20th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2007*, pp. 227-237, Springer. Lecture Notes in Computer Science Vol. 4570, Kyoto, Japan, June 26-29, 2007. - Qingyun Yang.
**A Comparative Study of Discrete Differential Evolution on Binary Constraint Satisfaction Problems**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 330-335, IEEE Service Center, Hong Kong, June 2008. - Xin-She Yang and Amir Hossein Gandomi.
**Bat algorithm: a novel approach for global engineering optimization**,*Engineering Computations*, Vol. 29, No. 5-6, pp. 464--483, 2012. - Jun Ye, Xiande Liu and Lu Han.
**An Evolutionary Algorithm Based on Stochastic Weighted Learning for Constrained Optimization**, in Lipo Wang, Ke Chen and Yew-Soon Ong (editors),*Advances in Natural Computation, First International Conference, ICNC 2005, Part II*, pages 1105-1111, Springer, Lecture Notes in Computer Science Vol. 3611, Changsha, China, August 27-29, 2005. - Dongyi Ye, Zhaojiong Chen and Jiankun Liao.
**A New Algorithm for Minimum Attribute Reduction Based on Binary Particle Swarm Optimization with Vaccination**, in Zhi-Hua Zhou, Hang Li and Qiang Yang (editors),*Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, (PAKDD 2007)*, pp. 1029--1036, Springer. Lecture Notes in Computer Science Vol. 4426, Nanjing, China, May 22-25, 2007. - Gary G. Yen.
**Constraint Handling in Genetic Algorithm for Optimization**, in Fei-Yue Wang and Derong Liu (editors),*Advances in Computational Intelligence. Theory and Applications*, pp. 145--170, World Scientific, Singapore, 2006. - Gary G. Yen.
**An Adaptive Penalty Function for Handling Constraint in Multi-objective Evolutionary Optimization**, in Efrén Mezura-Montes (editor),*Constraint-Handling in Evolutionary Computation*, chapter 6, pp. 121-143, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0. - Gary G. Yen and Wen Fung Leong.
**Constraint handling procedure for multiobjective particle swarm optimization**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 1704--1711, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Özgür Yeniay.
**Penalty Function Methods for Constrained Optimization with Genetic Algorithms.***Mathematical and Computational Applications*, 10(1):45-56, 2005. - Ali Riza Yildiz.
**Hybrid Taguchi-Harmony Search Algorithm for Solving Engineering Optimization Problems**,*International Journal of Industrial Engineering Theory, Applications and Practice*, Vol. 15, No. 3, pp. 286-293, 2008. - Ali Riza Yildiz.
**A novel particle swarm optimization approach for product design and manufacturing**,*International Journal of advanced Manufacturing Technology*, Vol. 40, No. 5-6, pp. 617-628, January 2009. - Ali Riza Yildiz.
**Hybrid immune-simulated annealing algorithm for optimal design and manufacturing**,*International Journalof Materials & Product Technology*, Vol. 34, No. 3, pp. 217-226, 2009 . - Selim Yilmaz and Ecir U. Kucuksille.
**A new modification approach on bat algorithm for solving optimization problems**,*Applied Soft Computing*, Vol. 28, pp. 259--275, March 2015. - Yu Ying, Yu Xiaochun and Li Yongsheng.
**Novel Discrete Particle Swarm Optimization Based on Huge Value Penaltiy for Solving Engineering Problem**,*Chinese Journal of Mechanical Engineering*, Vol. 22, No. 3, pp. 410-418, June, 2009. - T. Yokota, M. Gen, K. Ida and T. Taguchi.
**Optimal Design of System Reliability by an Improved Genetic Algorithm.***Transactions of Institute of Electronics, Information and Computer Engineering*, J78-A(6):702-709, 1995. (In Japanese). - Takeo Yokota, Shozo Wada, Takeaki Taguchi and Mitsuo Gen.
**Optimal Rectangular Cross Section Design Problem of the Double Reinforced Concrete Beams Using GA**, in Lipo Wang, Kay Chen Tan, Takeshi Furuhashi, Jong-Hwan Kim and Xin Yao (editors),*Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL'2002)*, volume 1, pages 105-109, Orchid Country Club, Singapore, November 2002. Nanyang Technical University. - Wang Yong and Cai Zixing.
**A Constrained Optimization Evolutionary Algorithm Based on Multiobjective Optimization Techniques**, in*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 2, pages 1081-1087, Edinburgh, Scotland, September 2005. IEEE Press. - J. Yoo and P. Hajela.
**Enhanced GA Based Search Through Immune System Modeling**, in*3rd World Congress on Structural and Multidisciplinary Optimization*, Niagara Falls, New York, May 1999. - Ying-Shiuan You, Tian-Li Yu and Ta-Chun Lien.
**Psychological Preference-Based Optimization Framework on the Nurse Scheduling Problem**, in*Proceedings of the 12th annual conference on Genetic and Evolutionary Computation (GECCO'2010)*, pp. 1319-1320, ACM Press, Portland, Oregon, USA, July 7--11, 2010. ISBN 978-1-4503-0072-8. - Nicholas Young.
**Blended Ranking to Cross Infeasible Regions in Constrained Multiobjective Problems**, in*Proceedings of the 2005 International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'05)*, pp. 191-196, IEEE Press, Washington, DC, USA, November 2005. - Nicholas Young and Russel Stonier.
**Blended Rank Evolutionary Algorithm for the Constrained Multiobjective Crop Rotation Problem**, in*International Conference on Computational Intelligence for Modelling Control and Automation, and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06)*, IEEE Computer Society Press, Los Alamitos, California, USA, 28 November--1 December 2006. - Nicholas Young.
**Blended ranking to cross infeasible regions in constrained multiobjective problems**, in M. Mohammadian (editor),*International Conference on Computational Intelligence for Modelling, Control & Automation Jointly with International Conference on Intelligent Agents, Web Technologies & Internet Commerce*, pp. 191--196, Vol. 2, IEEE Press, Vienna, Austria, 2006, ISBN 0-7695-2504-0. - Moslem Yousefi, Rasul Enayatifar, Amer Nordin Darus and Abdul Hanan Abdullah.
**A robust learning based evolutionary approach for thermal-economic optimization of compact heat exchangers**,*International Communications in Heat and Mass Transfer*, Vol. 39, No. 10, pp. 1605--1615, December 2012. - Moslem Yousefi, Milad Yousefi and Amer Nordin Darus.
**A modified imperialist competitive algorithm for constrained optimization of plate-fin heat exchangers**,*Proceedings of the Institution of Mechanical Engineers Part A-Journal of Power and Energy*, Vol. 226, No. A8, pp. 1050--1059, 2012. - Moslem Yousefi, Rasul Enayatifar, Amer Nordin Darus and Abdul Hanan Abdullah.
**Optimization of plate-fin heat exchangers by an improved harmony search algorithm**,*Applied Thermal Engineering*, Vol. 50, No. 1, pp. 877--885, January 10, 2013. - Jeffrey Xu Yu, Xin Yao, Chi-Hon Choi and Gang Gou.
**Materialized View Selection as Constrained Evolutionary Optimization.***IEEE Transactions on Systems, Man and Cybernetics*, 33(4):458-467, November 2003. - Tina Yu and Peter Bentley.
**Methods to Evolve Legal Phenotypes**, in A. E. Eiben, T. Bäck, M. Schoenauer and H.-P. Schwefel (editors),*Proceedings of the 5th Parallel Problem Solving from Nature (PPSN V)*, pages 280-291, Heidelberg, Germany, September 1998. Amsterdan, The Netherlands, Springer-Verlag. Lecture Notes in Computer Science Vol. 1498. - X. Yu and B. Wu.
**An Adaptive Penalty Function for Constrained Optimization with Evolutionary Programming.***Journal of Advanced Computational Intelligence*, 4(2):164-170, 2000. - Pablo E. Oñate Yumbla, Juan M. Ramirez and Carlos A. Coello Coello.
**Optimal power flow subject to security constraints solved with a particle swarm optimizer**,*IEEE Transactions on Power Systems*, Vol. 23, No. 1, pp. 33--40, February 2008. - Feng Yu, Yanjun Li and Tie-Jun Wu.
**An Enhanced Heuristic Searching Algorithm for Complicated Constrained Optimization Problems**, in De-Shuang Huang, Kang Li and George William Irwin (editors),*Intelligent Computing, International Conference on Intelligent Computing, ICIC 2006*, pp. 889--894, Springer. Lecture Notes in Computer Science Vol. 4113, Kunming, China, August 16-19, 2006. - Yang Yu and Zhi-Hua Zhou.
**On the Usefulness of Infeasible Solutions in Evolutionary Search: A Theoretical Study**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 835-840, IEEE Service Center, Hong Kong, June 2008. - Zhiwen Yu, Dingwen Wang and Hau-San Wong.
**Nearest Neighbor Evolutionary Algorithm for Constrained Optimization Problem**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 2335-2342, IEEE Service Center, Hong Kong, June 2008. - Danping Yu, Sanyou Zeng, Song Gao, Zu Yan, Yulong Shi, Xianqiang Yang and Bo Xiao.
**A Dynamic Evolutionary Algorithm and Its Application in Automated Antenna Design**,*2009 ACM SIGEVO Summit on Genetic and Evolutionary Computation (GEC'2009)*, pp. 929-932, ACM Press, Shanghai, China, June 12-14 2009. ISBN 978-1-60558-326-6. - Xinjie Yu and Mitsuo Gen.
**Introduction to Evolutionary Algorithms**, Springer, London, UK, 2010, ISBN 978-1-84996-128-8. - Erdong Yu, Qing Fei, Hongbin Ma and Qingbo Geng.
**Improving Constraint Handling for Multiobjective Particle Swarm Optimization**, in*Proceedings of the 33rd Chinese Control Conference*, pp. 8622--8627, IEEE Press, Nanjing, China, July 28-30, 2014. - Quan Yuan and Feng Qian.
**A hybrid genetic algorithm for twice continuously differentiable NLP problems**,*Computers & Chemical Engineering*, Vol. 34, No. 1, pp. 36-41, January 11, 2010. - Ming Yuchi and Jong-Hwan kim.
**A Grouping-based Evolutionary Algorithm for Constrained Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 3, pages 1507-1512, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - Ming Yuchi and Jong-Hwan Kim.
**Grouping-based Evolutionary Algorithm: Seeking Balance Between Feasible and Infeasible Individuals of Constrained Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 1, pages 280-287, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Ming Yuchi and Jong-Hwan Kim.
**Ecology-inspired Evolutionary Algorithm using Feasibility-based Grouping for Constrained Optimization**, in*2005 IEEE Congress on Evolutionary Computation (CEC'2005)*, volume 2, pages 1455-1461, Edinburgh, Scotland, September 2005. IEEE Press. - Ming Yuchi and J. H. Kim.
**Evolutionary algorithm using feasibility-based grouping for numerical constrained optimization problems**,*Applied Mathematics and Computation*, Vol. 175, No. 2, pp. 1298--1319, April 15, 2006. - Zeratul Izzah Mohd Yusoh and Maolin Tang.
**A Penalty-based Genetic Algorithm for the Composite SaaS Placement Problem in the Cloud**, in*2010 IEEE Congress on Evolutionary Computation (CEC'2010)*, pp. 600-607, IEEE Press, Barcelona, Spain, July 18--23, 2010. - Erwie Zahara and Chia-Hsin Hu.
**Solving constrained optimization problems with hybrid particle swarm optimization**,*Engineering Optimization*, Vol. 40, No. 11, pp. 1031--1049, November 2008. - Erwie Zahara and Yi-Tung Kao.
**Hybrid Nelder-Mead simplex search and particle swarm optimization for constrained engineering design problems**,*Expert Systems with Applications*, Vol. 36, No. 2, pp. 3880--3886, March 2009. - Ales Zamuda, Janez Brest, Borko Boskovic and Viljem Zumer.
**Differential Evolution with Self-Adaptation and Local Search for Constrained Multiobjective Optimization**, in*2009 IEEE Congress on Evolutionary Computation (CEC'2009)*, pp. 195-202, IEEE Service Center, Trondheim, Norway, May 2009. - John K. Zao, Martin Hornansky and Pei-lun Diao.
**Design of Optimal Short-Length LT Codes Using Evolution Strategies**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 326--334, IEEE Press, Brisbane, Australia, June 10-15, 2012. - S.Y. Zeng, L.X. Ding and L.S. Kang.
**An evolutionary algorithm of contracting search space based on partial ordering relation for constrained optimization problems**, in W. Zhou, X.B. Chi, A. Goscinski and G.J. Li (editors),*Fifth International Conference on Algorithms and Architectures for Parallel Processing*, pp. 76--81, IEEE Computer Society Press, Beijing, China, October 23-25, 2002, ISBN 0-7695-1512-6. - Sanyou Zeng, Hui Shi, Hui Li, Guang Chen, Lixin Ding and Lishan Kang.
**A Lower-dimensional-Search Evolutionary Algorithm and Its Application in Constrained Optimization Problem**, in*2007 IEEE Congress on Evolutionary Computation (CEC'2007)*, pp. 1255-1260, IEEE Press, Singapore, September 2007. - Sanyou Zeng, Yang Yang, Yulong Shi, Xianqiang Yang, Bo Xiao, Song Gao, Danping Yu and Zu Yan.
**A micro niche evolutionary algorithm with lower-dimensional-search crossover for optimisation problems with constraints**,*International Journal of Bio-Inspired Computation*, Vol. 1, No. 3, pp. 177--185, 2009. - Sanyou Zeng, Shizhong Chen, Jiang Zhao, Aimin Zhou, Zhengjun Li and Hongyong Jing.
**Dynamic Constrained Multi-objective Model for Solving Constrained Optimization Problem**, in*2011 IEEE Congress on Evolutionary Computation (CEC'2011)*, pp. 2041--2046, IEEE Service Center, New Orleans, Louisiana, USA, 5-8 June, 2011. - Yong Zhang, Lawrence O. Hall, Dmitry B. Goldgof and Sudeep Sarkar.
**Constrained Genetic Approach for Reconstructing Young's Modulus of Elastic Objects from Boundary Displacement Measurements**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 1003-1008, Piscataway, New Jersey, May 2002. IEEE Service Center. - Wen Jhun Zhang and Xiao-Feng Xie.
**DEPSO: Hybrid Particle Swarm with Differential Evolution Operator**, in*Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC'2003)*, Vol. 4, pp. 3816--3821, IEEE Press, Washington DC, USA, October 5-8, 2003, ISBN 0-7803-7952-7. - Wen-Jun Zhang, Xiao-Feng Xie and De-Chun Bi.
**Handling Boundary Constraints for Numerical Optimization by Particle Swarm Flying in Periodic Search Space**, in*Proceedings of the Congress on Evolutionary Computation 2004 (CEC'2004)*, volume 2, pages 2307-2311, Piscataway, New Jersey, June 2004. Portland, Oregon, USA, IEEE Service Center. - Yong Zhang, Lawrence O. Hall, Dmitry B. Goldgof and Sudeep Sarkar.
**A Constrained Genetic Approach for Computing Material Property of Elastic Objects.***IEEE Transactions on Evolutionary Computation*, 10(3):341-357, June 2006. - Zhuhong Zhang.
**Constrained multiobjective optimization immune algorithm: Convergence and application.***Computers & Mathematics with Applications*, Vol. 52, No. 5, pp. 791--808, September 2006. - Min Zhang, Huantong Geng, Wenjian Luo, Linfeng Huang and Xufa Wang.
**A hybrid of differential evolution and genetic algorithm for constrained multiobjective optimization problems**, in Simulated Evolution and Learning, Proceedings*Springer, Lecture Notes in Computer Science*, Vol. 4247, pp. 318--327, 2006. - Min Zhang, Huantong Geng, Wenjian Luo, Linfeng Huang and Xufa Wang.
**A Novel Search Biases Selection Strategy for Constrained Evolutionary Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pages 6736-6741, IEEE, Vancouver, BC, Canada, July 2006. - Jihui Zhang and Junqin Xu.
**A New Macroevolutionary Algorithm for Constrained Optimization Problems**, in Licheng Jiao, Lipo Wang, Xinbo Gao, Jing Liu and Feng Wu (editors),*Advances in Natural Computation, Second International Conference, ICNC 2006*, pp. 828-837, Springer. Lecture Notes in Computer Science Vol. 4221, Xi'an, China, September 24-28, 2006. - Z. Zhang.
**Immune optimization algorithm for constrained nonlinear multiobjective optimization problems.***Soft Computing*, 7(3):840-857, June 2007. - Min Zhang, Wenjian Luo and Xufa Wang.
**Differential evolution with dynamic stochastic selection for constrained optimization**,*Information Sciences*, Vol. 178, No. 15, pp. 3043--3074, August 1, 2008. - Qing Zhang, Sanyou Zeng, Rui Wang, Hui Shi, Guang Chen, Lixin Ding and Lishan Kang.
**Constrained Optimization by the Evolutionary Algorithm with Lower Dimensional Crossover and Gradient-Based Mutation**, in*2008 Congress on Evolutionary Computation (CEC'2008)*, pp. 273-279, IEEE Service Center, Hong Kong, June 2008. - Weihong Zhang and Qiao Zhang.
**Finite-circle method for component approximation and packing design optimization**,*Engineering Optimization*, Vol. 41, No. 10, pp. 971-987, October 2009. - Jian-Ming Zhang and Lei Xie.
**Particle swarm optimization algorithm for constrained problems**,*Asia-Pacific Journal of Chemical Engineering*, Vol. 4, No. 4, pp. 437--442, July-August 2009. - Yang Zhang, Yong Wang and Cheng Peng.
**Improved Imperialist Competitive Algorithm for Constrained Optimization**, in Q.H. Zhou (editor),*2009 International Forum on Computer Science-Technology and Applications*, pp. 204--207, IEEE Computer Society Press, Chongqing, China, December 25-27, 2009, ISBN 978-0-7695-3930-0. - Jingqiao Zhang, Viswanath Avasarala and Raj Subbu.
**Evolutionary optimization of transition probability matrices for credit decision-making**,*European Journal of Operational Research*, Vol. 200, No. 2, pp. 557-567, January 16, 2010. - Zhuhong Zhang and Shuqu Qian.
**Artificial immune system in dynamic environments solving time-varying non-linear constrained multi-objective problems**,*Soft Computing*, Vol. 15, No. 7, pp. 1333--1349, July, 2011. - Haibo Zhang and G. P. Rangaiah.
**An efficient constraint handling method with integrated differential evolution for numerical and engineering optimization**,*Computers & Chemical Engineering*, Vol. 37, pp. 74--88, February 10, 2012. - Hao Zhang, Yunlong Zhu and Xiaohui Yan.
**Multi-hive artificial bee colony algorithm for constrained multi-objective optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 1248--1275, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Weiwei Zhang and Gary G. Yen.
**Immune-inspired evolutionary algorithm for constrained optimization**, in*2012 IEEE Congress on Evolutionary Computation (CEC'2012)*, pp. 638--645, IEEE Press, Brisbane, Australia, June 10-15, 2012. - Yuanyuan Zhang, Mark Harman and Soo Ling Lim.
**Empirical evaluation of search based requirements interaction management**,*Information and Software Technology*, Vol. 55, No. 1, pp. 126--152, January 2013. - Chunjiang Zhang, Xinyu Li and Liang Gao and Qing Wu.
**An improved electromagnetism-like mechanism algorithm for constrained optimization**,*Expert Systems with Applications*, Vol. 40, No. 14, pp. 5621--5634, October 15, 2013. - Gexiang Zhang, Jixiang Cheng, Marian Gheorghe and Qi Meng.
**A hybrid approach based on differential evolution and tissue membrane systems for solving constrained manufacturing parameter optimization problems**,*Applied Soft Computing*, Vol. 13, No. 3, pp. 1528--1542, March 2013. - Weiwei Zhang, Gary G. Yen and Zhongshi He.
**Constrained Optimization via Artificial Immune System**,*IEEE Transactions on Cybernetics*, Vol. 44, No. 2, pp. 185--198, February 2014. - Zhuhong Zhang, Shigang Yue, Min Liao and Fei Long.
**Danger theory based artificial immune system solving dynamic constrained single-objective optimization**,*Soft Computing*, Vol. 18, No. 1, pp. 185--206, January 2014. - Biao Zhang, Jun-hua Duan, Hong-yan Sang, Jun-qing Li and Hui Yan.
**A New Penalty Function Method for Constrained Optimization Using Harmony Search Algorithm**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 853--859, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Xiangyin Zhang and Haibin Duan.
**An improved constrained differential evolution algorithm for unmanned aerial vehicle global route planning**,*Applied Soft Computing*, Vol. 26, pp. 270--284, January 2015. - Jingrui Zhang, Shuang Lin, Xiangxiang Zeng and Qinghui Tang.
**Short-term Optimal Hydrothermal Scheduling Problem Considering Power Flow Constraint**, in*2015 IEEE Congress on Evolutionary Computation (CEC'2015)*, pp. 3235--3242, IEEE Press, Sendai, Japan, 25-28 May, 2015, ISBN: 978-1-4799-7492-4. - Chunjiang Zhang, Yang Wu, Liang Gao and Xinyu Li.
**A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect**, in*2016 IEEE Congress on Evolutionary Computation (CEC'2016)*, pp. 1070--1076, IEEE Press, Vancouver, Canada, July 24-29, 2016, ISBN 978-1-5090-0623-9. - Huang Zhangcan and Cheng Hao.
**A New Hybrid Optimization Algorithm Framework to Solve Constrained Optimization Problem**, in Yong Shi, Geert Dick van Albada, Jack Dongarra and Peter M.A. Sloot (editors),*Computational Science--ICCS'2007, 7th International Conference*, pp. 1005-1012, Springer. Lecture Notes in Computer Science, Vol. 4490, Beijing, China, May 27-30, 2007. - Yongxiang Zhao, Shengwu Xiong and Meifang Li.
**Constrained Single- and Multiple-Objective Optimization with Differential Evolution**, in*Third International Conference on Natural Computation (ICNC 2007)*, pp. 451-455, IEEE Computer Society, Haikou, Hainan, China, August 24-27, 2007. - Jia-qing Zhao, Ling Wang, Pan Zeng and Wen-hui Fan.
**An effective hybrid genetic algorithm with flexible allowance technique for constrained engineering design optimization**,*Expert Systems With Applications*, Vol. 39, No. 5, pp. 6041--6051, April 2012. - Yu-Jun Zheng, Bei Zhang and Zhen Cheng.
**Hyper-Heuristics with Penalty Parameter Adaptation for Constrained Optimization**, in*2014 IEEE Congress on Evolutionary Computation (CEC'2014)*, pp. 1883--1889, IEEE Press, Beijing, China, 6-11 July 2014, ISBN 978-1-4799-1488-3. - Chi Zhou and Liang Gao and Hai-Bing Gao and Kun Zan.
**Particle Swarm Optimization for Simultaneous Optimization of Design and Machining Tolerances**, in T.-D. Wang et al. (editor),*Simulated Evolution and Learning (SEAL 2006)*, pages 873--880. Springer. Lecture Notes in Computer Science, Vol. 4247, 2006. - Yuren Zhou and Jun He.
**A Runtime Analysis of Evolutionary Algorithms for Constrained Optimization Problems.***IEEE Transactions on Evolutionary Computation*, Vol. 11, No. 5, pp. 608--619, October 2007 - Yongquan Zhou and Lingzi Liu.
**An Effective Chaotic Cultural-Based Particle Swarm Optimization for Constrained Engineering Design Problems**,*Applied Mechanics and Materials*, Vols. 20-23, pp. 64--69, 2010. - Yongquan Zhou, Guo Zhou and Junli Zhang.
**A Hybrid Glowworm Swarm Optimization Algorithm for Constrained Engineering Design Problems**,*Applied Mathematics & Information Sciences*, Vol. 7, No. 1, pp. 379--388, January 2013. - Yuren Zhou, Yuanxiang Li, Jun He and Lishan Kang.
**Multi-objective and MGG Evolutionary Algorithm for Constrained Optimization**, in*Proceedings of the Congress on Evolutionary Computation 2003 (CEC'2003)*, volume 1, pages 1-5, Piscataway, New Jersey, December 2003. Canberra, Australia, IEEE Service Center. - X.L. Zhu, H.G. Wang, M.Y. Zhao and J.P. Zhou.
**A closed loop algorithms based on chaos theory for global optimization**, in*Advances in Natural Computation, Part 3*, pages 727-740. Springer, 2005. Lecture Notes in Computer Science Vol. 3612. - Wenxing Zhu and M. M. Ali.
**Solving nonlinearly constrained global optimization problem via an auxiliary function method**,*Journal of Computational and Applied Mathematics*, Vol. 230, No. 2, pp. 491-503, August 15, 2009. - Yufei Zhuang and Haibin Huang.
**Time-optimal trajectory planning for underactuated spacecraft using a hybrid particle swarm optimization algorithm**,*Acta Astronautica*, Vol. 94, No. 2, pp. 690--698, February 2014. - A. Zilinskas, E.S. Fraga, A. Mackute and A. Varoneckas.
**Adaptive Search for Optimum in a Problem of Oil Stabilization Process Design**, in I.C. Parmee (editor),*Proceedings of the Sixth International Conference on Adaptive Computing in Design and Manufacture (ACDM'2004)*, volume 6, pages 87-98, Bristol, UK, April 2004. Springer-Verlag. - Karin Zielinski and Rainer Laur.
**Stopping Criteria for Constrained Optimization with Particle Swarms**, in Bogdan Filipic and Jurij Silc (editors),*Bioinspired Optimization Methods and Their Applications*, pages 45-54, Ljubljana, Slovenia, October 2006. Jozef Stefan Institute. - Karin Zielinski and Rainer Laur.
**Constrained Single-Objective Optimization Using Particle Swarm Optimization**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 1550--1557, IEEE, Vancouver, BC, Canada, July 2006. - Karin Zielinski and Rainer Laur.
**Constrained Single-Objective Optimization Using Differential Evolution**, in*2006 IEEE Congress on Evolutionary Computation (CEC'2006)*, pp. 927--934, IEEE, Vancouver, BC, Canada, July 2006. - Karin Zielinski and Rainer Laur.
**Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization**, in Uday K. Chakraborty (Editor),*Advances in Differential Evolution*, pp. 111--138, Springer, Berlin, 2008, ISBN 978-3-540-68827-3 . - Karin Zielinski, Shyam Praveen Vudathu and Rainer Laur.
**Influence of Different Deviations Allowed for Equality Constraints on Particle Swarm Optimization and Differential Evolution**, in Natalio Krasnogor, Giuseppe Nicosia, Mario Pavone and David Pelta (editors),*Nature Inspired Cooperative Strategies for Optimization*, pp. 249-259, Springer, Berlin, 2008, ISBN 978-3-540-78986-4. - Karin Zielinski, Xinwei Wang and Rainer Laur.
**Comparison of Adaptive Approaches for Differential Evolution**, in Günter Rudolph, Thomas Jansen, Simon Lucas, Carlo Poloni and Nicola Beume (editors),*Parallel Problem Solving from Nature--PPSN X*, pp. 641-650, Springer, Lecture Notes in Computer Science Vol. 5199, Dortmund, Germany, September 2008. - Karin Zielinski, Petra Weitkemper, Rainer Laur and Karl-Dirk Kammeyer.
**Optimization of Power Allocation for Interference Cancellation with Particle Swarm Optimization**,*IEEE Transactions on Evolutionary Computation*, Vol. 13, No. 1, pp. 128--150, February 2009. - Karin Zielinski.
**Optimizing Real-World Problems with Differential Evolution and Particle Swarm Optimization**, PhD thesis, Universität Bremen, Germany, February 2009. - Xiufen Zou, Lishan Kang and Yuanxiang Li.
**A Dynamical Evolutionary Algorithm for Constrained Optimization Problems**, in*Proceedings of the Congress on Evolutionary Computation 2002 (CEC'2002)*, volume 1, pages 890-895, Piscataway, New Jersey, May 2002. IEEE Service Center. - Dexuan Zou, Haikuan Liu, Liqun Gao and Steven Li.
**Directed searching optimization algorithm for constrained optimization problems**,*Expert Systems With Applications*, Vol. 38, No. 7, pp. 8716--8723, July, 2011. - Dexuan Zou, Haikuan Liu, Liqun Gao and Steven Li.
**A novel modified differential evolution algorithm for constrained optimization problems**,*Computers & Mathematics With Applications*, Vol. 61, No. 6, pp. 1608--1623, March, 2011.