**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: May 2nd, 2021.**

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

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This list as a BibTeX,
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- 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. - M.M. Ali, Mohsen Golalikhani and Jun Zhuang.
**A computational study on different penalty approaches for solving constrained global optimization problems with the electromagnetism-like method**,*Optimization*, Vol. 63, No. 3, pp. 403--419, March 1, 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.
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**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.
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**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.
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**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.
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**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.
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**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.
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**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.
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**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.
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**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.
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**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.
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