Contents







Books




  1. Coello Coello, Carlos A.; Van Veldhuizen, David A. and Lamont, Gary B. Evolutionary Algorithms for Solving Multi-Objective Problems, Kluwer Academic Publishers, New York, ISBN 0-3064-6762-3, March 2002.

  2. Coello Coello, Carlos A. Breve Historia de la Computación y sus Pioneros. Volumen I : Los Orígenes del Hardware, Fondo de Cultura Económica, Diciembre de 2003.










Edited Books or Proceedings




  1. Carlos A. Coello Coello, Arturo Hernández Aguirre and Eckart Zitzler (editors), Evolutionary Multi-Criterion Optimization, Third International Conference, EMO 2005, Springer-Verlag, Lecture Notes in Computer Science Vol. 3410, March 2005.

  2. Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello & David Corne (editors), Evolutionary Multi-Criterion Optimization. First International Conference, EMO 2001, Springer-Verlag, Berlin, Lecture Notes in Computer Science No. 1993, ISBN 3-540-41745-1, March 2001.

  3. Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar, and Osvaldo Cairó Battistutti, MICAI 2002: Advances in Artificial Intelligence, Springer-Verlag, Lecture Notes in Artificial Intelligence No. 2313, ISBN 3-540-43475-5, April 2002.

  4. Salvador Botello, Arturo Hernández y Carlos Coello (eds), Primer Congreso Mexicano de Computación Evolutiva (COMCEV'03), Guanajuato, México, CIMAT, ISBN 968-57-33-00-7, Mayo de 2003.

  5. Carlos A. Coello Coello and Gary B. Lamont (eds), Applications of Multi-Objective Evolutionary Algorithms, World Scientific, ISBN 981-256-106-4, 2004.










Book Chapters




  1. Carlos A. Coello Coello, Evolutionary Algorithms: Basic Concepts and Applications in Biometrics, in Svetlana Yanushkevich, P. Wang and S. Srihari (editors), Image Pattern Recognition: Synthesis and Analysis in Biometrics, World Scientific, 2006 (accepted).

  2. Carlos A. Coello Coello, Evolutionary Multi-Objective Optimization and its Use in Finance, in Jean-Philippe Rennard (editor), Handbook of Research on Nature Inspired Computing for Economy and Management, Idea Group Publishing, Hershey, UK, 2006 (accepted).

  3. Efrén Mezura-Montes, Arturo Hernández Aguirre and Carlos A. Coello Coello, Using Evolution Strategies to Solve Constrained Optimization Problems, in William Annicchiarico, Jacques Périaux, Miguel Cerrolaza and Gabriel Winter (editors), Evolutionary Algorithms and Intelligent Tools in Engineering Optimization, pp. 1--25, WIT Press, CIMNE Barcelona, Southampton, Boston, 2005, ISBN 1-84564-038-1 .

  4. 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, pp. 229--254, Springer-Verlag, London, 2005, ISBN 1-85233-787-7 .

  5. Carlos A. Coello Coello, Recent Trends in Evolutionary Multiobjective Optimization, in Ajith Abraham, Lakhmi Jain and Robert Goldberg (editors), Evolutionary Multiobjective Optimization: Theoretical Advances And Applications, pp. 7--32, Springer-Verlag, London, 2005, ISBN 1-85233-787-7 .

  6. Carlos A. Coello Coello, Gregorio Toscano Pulido and Efrén Mezura Montes. Current and Future Research Trends in Evolutionary Multiobjective Optimization, in Manuel Graña, Richard Duro, Alicia d'Anjou, and Paul P. Wang (editors), Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations, pp. 213--231, Springer-Verlag, ISBN 1-8523-3866-0, 2005 .

  7. Dragan Cvetkovic and Carlos A. Coello Coello, Human Preferences and Their Applications in Evolutionary Multi-Objective Optimization, in Yaochu Jin (editor) Knowledge Incorporation in Evolutionary Computation, Springer, pp. 479--502, Studies in Fuzziness and Soft Computing, Vol. 167, ISBN 3-540-22902-7, 2005.

  8. Ricardo Landa Becerra and Carlos A. Coello Coello, A Cultural Algorithm for Solving the Job-Shop Scheduling Problem, in Yaochu Jin (editor) Knowledge Incorporation in Evolutionary Computation, Springer, pp. 37--55, Studies in Fuzziness and Soft Computing, Vol. 167, ISBN 3-540-22902-7, 2005.

  9. Parmee, Ian C.; Coello Coello, Carlos A. & Watson, Andrew H.; Data Representations for Evolutionary Computation,in Cartwright, H. (Editor), Intelligent Data Analysis in Science, pp. 95--122, Oxford University Press, ISBN 0-19-850233-8, 2000.

  10. Sarker, Ruhul and Coello Coello, Carlos A. Assessment Methodologies for Multiobjective Evolutionary Algorithms, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Chapter 7, pp. 177--195, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002.

  11. Coello Coello, Carlos A. Evolutionary Multi-Objective Optimization: A Critical Review, in Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Chapter 5, pp. 117--146, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002.

  12. Coello Coello, Carlos A. and Mariano Romero, Carlos E., Evolutionary Algorithms and Multiple Objective Optimization', in Xavier Gandibleux and Matthias Ehrgott (editors), Multiple Criteria Optimization. State of the Art Annotated Bibliographic Survey, Chapter 6, pp. 277-331, Kluwer's International Series in Operations Research and Management Science, Volume 52, Kluwer Academic Publishers, ISBN 1-4020-7128-0, June 2002.

  13. Dragan Cvetkovic and Carlos A. Coello Coello, Human Preferences and Their Applications in Evolutionary Multi-Objective Optimization, in Yaochu Jin (editor) Knowledge Incorporation in Evolutionary Computation, Springer, 2004 (accepted).

  14. Ricardo Landa Becerra and Carlos A. Coello Coello, A Cultural Algorithm for Solving the Job-Shop Scheduling Problem, in Yaochu Jin (editor) Knowledge Incorporation in Evolutionary Computation, Springer, 2004 (accepted) .

  15. Mezura Montes, Efrén and Coello Coello, Carlos A. Using Multiobjective Optimization Concepts to Handle Constraints in Evolutionary Algorithms, in Ajith Abraham, Lakhmi Jain and Robert Goldberg (editors), Evolutionary Computation Based Multi-Criteria Optimization: Theoretical Advances and Applications, Springer-Verlag, 2004 (in press).

  16. Coello Coello, Carlos A., New Research Trends in Evolutionary Multiobjective Optimization, in Ajith Abraham, Lakhmi Jain and Robert Goldberg (editors), Evolutionary Computation Based Multi-Criteria Optimization: Theoretical Advances and Applications, Springer-Verlag, 2004 (in press).










International Journals




    1. Mario Villalobos-Arias, Carlos A. Coello Coello, Onésimo Hernández-Lerma, Asymptotic Convergence of a Simulated Annealing Algorithm for Multiobjective Optimization Problems, Mathematical Methods of Operations Research, 2006 (accepted).

    2. Margarita Reyes-Sierra and Carlos A. Coello Coello, Multi-Objective Particle Swarm Optimizers: A Survey of the State-of-the-Art, International Journal of Computational Intelligence Research, 2006 (accepted).

    3. Enrique Alba, Gabriel Luque, Carlos A. Coello Coello and Erika Hernández Luna, A Comparative Study of Serial and Parallel Heuristics Used to Design Combinational Logic Circuits, Optimization Methods and Software, 2006 (accepted).

    4. Nareli Cruz Cortés, Francisco Rodríguez-Henríquez and Carlos A. Coello Coello, An Artificial Immune System Heuristic for Generating Short Addition Chains, IEEE Transactions on Evolutionary Computation, 2006 (accepted).

    5. Susana C. Esquivel and Carlos A. Coello Coello, Hybrid Particle Swarm Optimizer for a Class of Dynamic Fitness Landscape, Engineering Optimization, 2006 (accepted).

    6. Luis Vicente Santana-Quintero and Carlos A. Coello Coello, An Algorithm Based on Differential Evolution for Multi-Objective Problems, International Journal of Computational Intelligence Research, 2006 (accepted).

    7. Ricardo Landa Becerra and Carlos A. Coello Coello, Cultured differential evolution for constrained optimization, Computer Methods in Applied Mechanics and Engineering, 2006 (accepted).

    8. Mario Villalobos-Arias, Carlos A. Coello Coello and Onésimo Hernández-Lerma, Asymptotic Convergence of Metaheuristics for Multiobjective Optimization Problems, Soft Computing, 2006 (accepted for publication).

    9. Carlos A. Coello Coello, The EMOO repository: a resource for doing research in evolutionary multiobjective optimization, IEEE Computational Intelligence Magazine, Vol. 1, No. 1, pp. 37--45, February 2006.

    10. Carlos A. Coello Coello, Evolutionary Multiobjective Optimization: A Historical View of the Field, IEEE Computational Intelligence Magazine, Vol. 1, No. 1, pp. 28--36, February 2006.

    11. Carlos A. Coello Coello and Gregorio Toscano Pulido. Multiobjective Structural Optimization using a Micro-Genetic Algorithm, Structural and Multidisciplinary Optimization, Vol. 30, No. 5, pp. 388--403, November 2005 .

    12. Victoria Aragón, Susana Esquivel and Carlos A. Coello Coello, Evolutionary Multiobjective Optimization in Non-Stationary Environments, Journal of Computer Science & Technology, Vol. 5, No. 3, pp. 133--143, October 2005, ISSN 1666-6038 .

    13. Xiaolin Hu, Carlos A. Coello Coello and Zhangcan Huan, A New Multi-Objective Evolutionary Algorithm Derived from the Line-Up Competition Algorithm, Engineering Optimization, Vol. 37, No. 4, pp. 351--379, June 2005.

    14. Carlos A. Coello Coello and Nareli Cruz Cortés, Solving Multiobjective Optimization Problems using an Artificial Immune System, Genetic Programming and Evolvable Machines, Vol. 6, No. 2, pp. 163--190, June 2005 .

    15. Efrén Mezura Montes and Carlos A. Coello Coello, A Simple Multi-Membered Evolution Strategy to Solve Constrained Optimization Problems, IEEE Transactions on Evolutionary Computation, Vol. 9, No. 1, pp. 1--17, February 2005.

    16. Eduardo Islas Pérez, Carlos A. Coello Coello, and Arturo Hernández Aguirre, Extraction and Reuse of Design Patterns from Genetic Algorithms using Case-Based Reasoning, Soft Computing---A Fusion of Foundations, Methodologies and Applications, Springer-Verlag, Vol. 9, No. 1, pp. 44--53, January 2005.

    17. Carlos A. Coello Coello and Nareli Cruz Cortés, Solving Multiobjective Optimization Problems using an Artificial Immune System, Genetic Programming and Evolvable Machines, Vol. 5, 2004 (in press).

    18. Eduardo Islas Pérez, Carlos A. Coello Coello, and Arturo Hernández Aguirre, Extraction and Reuse of Design Patterns from Genetic Algorithms using Case-Based Reasoning, Soft Computing---A Fusion of Foundations, Methodologies and Applications, Springer-Verlag, 2004 (in press).

    19. Carlos A. Coello Coello, Gregorio Toscano Pulido and Maximino Salazar Lechuga, Handling Multiple Objectives with Particle Swarm Optimization, IEEE Transactions on Evolutionary Computation, Vol. 8, No. 3, pp. 256--279, June 2004.

    20. Arturo Hernández Aguirre and Carlos A. Coello Coello, Using Genetic Programming and Multiplexers for the Synthesis of Logic Circuits, Engineering Optimization, Vol. 36, No. 4, pp. 491--511, August 2004.

    21. 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, Volume 59, No. 15, pp. 1989--2017, April 2004.

    22. Carlos A. Coello Coello and Ricardo Landa Becerra, Efficient Evolutionary Optimization through the use of a Cultural Algorithm, Engineering Optimization, Vol. 36, No. 2, pp. 219--236, April 2004.

    23. Coello Coello, Carlos A. and Christiansen, Alan D. MOSES : A Multiobjective Optimization Tool for Engineering Design, Engineering Optimization, Vol. 31, No. 3, pp. 337-368.

    24. Coello Coello, Carlos A. A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques, Knowledge and Information Systems, Vol. 1, No. 3, pp. 269-308, August 1999.

    25. Coello Coello, Carlos A. Use of a Self-Adaptive Penalty Approach for Engineering Optimization Problems, Computers in Industry, Vol. 41, No. 2, pp. 113-127, January 2000.

    26. Coello Coello, Carlos A. Treating Constraints as Objectives for Single-Objective Evolutionary Optimization, Engineering Optimization, Vol. 32, No. 3, pp. 275-308, February 2000.

    27. Coello Coello, Carlos A. & Alan D. Christiansen Multiobjective optimization of trusses using genetic algorithms, Computers and Structures, Vol. 75, No. 6, pp. 647-660, April 2000.

    28. Coello Coello, Carlos A. An Updated Survey of GA-Based Multiobjective Optimization Techniques, ACM Computing Surveys, ACM Press, Vol. 32, No. 2, pp. 109--143, June 2000.

    29. Coello Coello, Carlos A.; Christiansen, Alan D. & Hernández Aguirre, Arturo, Use of Evolutionary Techniques to Automate the Design of Combinational Circuits, International Journal of Smart Engineering System Design, Elsevier Science, Vol. 2, No. 4, pp. 299-314, June 2000.

    30. Coello Coello, Carlos A.; Christiansen, Alan D. & Hernández Aguirre, Arturo, Towards Automated Evolutionary Design of Combinational Circuits, Computers and Electrical Engineering, Pergamon Press, Vol. 27, No. 1, pp. 1-28, January 2001.

    31. Coello Coello, Carlos A., Constraint-handling using an evolutionary multiobjective optimization technique, Civil Engineering Systems, Gordon and Breach Science Publishers, Vol. 17, pp. 319--346, 2000.

    32. Coello Coello, Carlos A. and Arturo Hernández Aguirre, Design of Combinational Logic Circuits through an Evolutionary Multiobjective Optimization Approach, Artificial Intelligence for Engineering, Design, Analysis and Manufacture, Cambridge University Press, Vol. 16, No. 1, January 2002

    33. Coello Coello, Carlos A. 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.

    34. Coello Coello, Carlos A., Zavala Gutiérrez, Rosa Laura, Mendoza García, Benito, Hernández Aguirre, Arturo, Automated Design of Combinational Logic Circuits using the Ant System, Engineering Optimization, Vol. 34, No. No. 2, pp. 109-127, March 2002.

    35. Coello Coello, Carlos A. and Mezura Montes, Efrén, Constraint-Handling in Genetic Algorithms Through the Use of Dominance-based Tournament Selection, Advanced Engineering Informatics, Vol. 16, No. 3, pp. 193--203, July 2002.

    36. Islas Pérez, Eduardo, Coello Coello, Carlos A. and Hernández Aguirre, Arturo, Extracting and Re-Using Design Patterns from Genetic Algorithms using Case-Based Reasoning, Engineering Optimization, Volume 35, No. 2, pp. 121--141, April 2003.










International Conferences




  1. Margarita Reyes Sierra and Carlos A. Coello Coello, On-line Adaptation in Multi-Objective Particle Swarm Optimization, in 2006 Swarm Intelligence Symposium (SIS'06), Indianapolis, Indiana, May 2006.

  2. Efrén Mezura-Montes, Carlos A. Coello Coello and Jesús Velázquez-Reyes, Increasing Successful Offspring and Diversity in Differential Evolution for Engineering Design, in Ian C. Parmee (editor), ACDM 2006, Bristol, UK, April 2006.

  3. Nareli Cruz-Cortés, Francisco Rodríguez Henríquez, Raúl Juárez-Morales and Carlos A. Coello Coello, Finding Optimal Addition Chains Using a Genetic Algorithm Approach, in Yue Hao et al. (editors), Computational Intelligence and Security. International Conference, CIS 2005, pp. 208--215, Part I, Springer-Verlag, Lecture Notes in Artificial Intelligence Vol. 3801, Xi'an, China, December 2005.

  4. Efrén Mezura Montes and Carlos A. Coello Coello, Useful Infeasible Solutions in Engineering Optimization with Evolutionary Algorithms, in Alexander Gelbukh, Álvaro de Albornoz and Hugo Terashima-Marín (editors), MICAI 2005: Advances in Artificial Intelligence, Springer, pp. 652--662, Lecture Notes in Artificial Intelligence Vol. 3789, Monterrey, México, November 2005 .

  5. Margarita Reyes Sierra and Carlos A. Coello Coello, Coevolutionary Multi-objective Optimization using Clustering Techniques, in Alexander Gelbukh, Álvaro de Albornoz and Hugo Terashima-Marín (editors), MICAI 2005: Advances in Artificial Intelligence, Springer, pp. 603--612, Lecture Notes in Artificial Intelligence Vol. 3789, Monterrey, México, November 2005 .

  6. Luis Vicente Santana-Quintero and Carlos A. Coello Coello, An Algorithm Based on Differential Evolution for Multiobjective Problems, in Cihan H. Dagli, Anna L. Buczak, David L. Enke, Mark J. Embrechts and Okan Ersoy (editors), Smart Engineering System Design: Neural Networks, Evolutionary Programming and Artificial Life, Vol. 15, pp. 211--220, ASME Press, St. Louis, Missouri, USA, November 2005 .

  7. Efrén Mezura Montes and Carlos A. Coello Coello, Saving Evaluations in Differential Evolution for Constrained Optimization, in Vladimir Estivill-Castro and J. Alfredo Sánchez (editors), Sixth Mexican International Conference on Computer Science (ENC'05), pp. 274--281, IEEE Computer Society Press, Los Alamitos, California, September 2005 .

  8. Antonio López Jaimes and Carlos A. Coello Coello, MRMOGA: Parallel Evolutionary Multiobjective Optimization using Multiple Resolutions, in 2005 IEEE Congress on Evolutionary Computation (CEC'2005), pp. 2294--2301, IEEE Press, Vol. 3, Edinburgh, Scotland, September 2005 .

  9. Efrén Mezura Montes and Carlos A. Coello Coello, Identifying On-line Behavior and Sources of Difficulty in Constrained Optimization Using Evolutionary Algorithm, in 2005 IEEE Congress on Evolutionary Computation (CEC'2005), pp. 1477--1484, IEEE Press, Vol. 2, Edinburgh, Scotland, September 2005 .

  10. Margarita Reyes Sierra and Carlos A. Coello Coello, A Study of Fitness Inheritance and Approximation Techniques for Multi-Objective Particle Swarm Optimization, in 2005 IEEE Congress on Evolutionary Computation (CEC'2005), pp. 65--72, IEEE Press, Vol. 1, Edinburgh, Scotland, September 2005 .

  11. 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, pp. 234--247, Springer. Lecture Notes in Computer Science Vol. 3627, Banff, Canada, August 2005 .

  12. Efrén Mezura-Montes, Jesús Velázquez-Reyes and Carlos A. Coello Coello, Promising Infeasibility and Multiple Offspring Incorporated to Differential Evolution for Constrained Optimization, in Hans-Georg Beyer et al. (editors), Genetic and Evolutionary Computation Conference (GECCO'2005), pp. 225--232, Vol. 1, ACM Press, Washington, DC, USA, June 2005, ISBN 1-59593-010-8.

  13. Ricardo Landa Becerra and Carlos A. Coello Coello, Optimization with Constraints using a Cultured Differential Evolution Approach, in Hans-Georg Beyer et al. (editors), Genetic and Evolutionary Computation Conference (GECCO'2005), pp. 27--34, Vol. 1, ACM Press, Washington, DC, USA, June 2005, ISBN 1-59593-010-8 (Nominated to Best Paper Award).

  14. Margarita Reyes-Sierra and Carlos A. Coello Coello, Fitness Inheritance in Multi-Objective Particle Swarm Optimization, in 2005 IEEE Swarm Intelligence Symposium (SIS'05), pp. 116--123, IEEE Press, Pasadena, California, June 2005 .

  15. Mario Alberto Villalobos-Arias, Gregorio Toscano Pulido and Carlos A. Coello Coello, A Proposal to Use Stripes to Maintain Diversity in a Multi-Objective Particle Swarm Optimizer, in 2005 IEEE Swarm Intelligence Symposium (SIS'05), pp. 22--29, IEEE Press, Pasadena, California, June 2005 (Nominated to Best Student Paper Award) .

  16. Mario Villalobos-Arias, Carlos A. Coello Coello and Onésimo Hernández-Lerma. Asymptotic Convergence of some Metaheuristics used for Multiobjetive Optimization, in A.H. Wright et al. (editors), Foundations of Genetic Algorithms (FOGA 2005), pp. 95--111, Springer-Verlag, Lecture Notes in Computer Science Vol. 3469, Aizu, Japan, 2005 .

  17. Carlos A. Coello Coello, An Introduction to Evolutionary Algorithms and Their Applications, in F.F. Ramos et al. (editors), International Symposium and School on Advance Distributed Systems (ISSADS 2005), pp. 425--442, Springer-Verlag, Lecture Notes in Computer Science Vol. 3563, Guadalajara, México, 2005 (invited paper) .

  18. Margarita Reyes Sierra and Carlos A. Coello Coello, Improving PSO-Based Multi-objective Optimization using Crowding, Mutation and e-Dominance, in Carlos A. Coello Coello, Arturo Hernández Aguirre and Eckart Zitzler (Eds.), Evolutionary Multi-Criterion Optimization. Third International Conference, EMO 2005, pp. 505--519, Springer-Verlag, Lecture Notes in Computer Science Vol. 3410, Marzo de 2005 .

  19. Coello, Carlos A. The use of a multiobjective optimization technique to handle constraints, Second International Symposium on Artificial Intelligence, track on Adaptive Systems, Edited by Alberto A. Ochoa Rodríguez, Marta R. Soto Ortiz and Roberto Santana Hermida, La Havana, Cuba, pp. 251-256, March 1999.

  20. Coello, Carlos A. Self-Adaptive Penalties for GA-based optimization, 1999 Congress on Evolutionary Computation, Washington, D.C., Vol. 1, pp. 573-580, IEEE Service Center, July 1999.

  21. Hernández Aguirre, Arturo ; Coello, Carlos A. and Buckles, Bill P., A genetic programming approach to logic function synthesis by means of multiplexers, Proceedings of the First NASA/DoD Workshop on Evolvable Hardware, Edited by Adrian Stoica, Didier Keymeulen and Jason Lohn, pp. 46-53, IEEE Computer Society Press, Los Alamitos, California, July 1999.

  22. Coello, Carlos A. Constraint-handling through a multiobjective optimization technique, Proceedings of the 1999 Genetic and Evolutionary Computation Conference (GECCO'99). Workshop Program, Edited by Annie S. Wu, Orlando, Florida, USA, pp. 117--118, July 1999.

  23. Coello, Carlos A. Constraint-handling through a multiobjective optimization technique, Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Complex Systems (ANNIE'99), Edited by Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy, pp. 1021--1026, Vol. 9, November 1999.

  24. Coello Coello, Carlos A.; Zavala G. Rosa Laura; Mendoza G., Benito and Hernández Aguirre, Arturo, Ant Colony System for the Design of Combinational Logic Circuits, in Julian Miller, Adrian Thompson, Peter Thomson and Terence C. Fogarty (Eds.), Evolvable Systems: From Biology to Hardware, Edinburgh, Scotland, Springer-Verlag, pp. 21--30, April 2000.

  25. Coello Coello, Carlos A. Handling Preferences in Evolutionary Multiobjective Optimization: A Survey, 2000 Congress on Evolutionary Computation, pp. 30--37, Volume 1, IEEE Service Center, Piscataway, New Jersey, July 2000.

  26. Hernández Aguirre, Arturo, Buckles, Bill P. and Coello Coello, Carlos A. Gate-level Synthesis of Boolean Functions using Binary Multiplexers and Genetic Programming, 2000 Congress on Evolutionary Computation, pp. 675--682, IEEE Service Center, Piscataway, New Jersey, July 2000.

  27. Coello Coello, Carlos A. and Hernández Aguirre, Arturo, Evolutionary Multiobjective Design of Combinational Logic Circuits, in Jason Lohn, Adrian Stoica, Didier Keymeulen & Silvano Colombano (editors), Proceedings of the Second NASA/DoD Workshop on Evolvable Hardware, pp. 161--170, IEEE Computer Society, Los Alamitos, California, July 2000.

  28. Hernández Aguirre, Arturo; Buckles, Bill P. and Coello Coello, Carlos A. Evolutionary Synthesis of Logic Functions using Multiplexers, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark Embrechts Okan Ersoy \& Stephen Kercel (Editors), Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Complex Systems (ANNIE'2000), ASME Press, New York, pp 311--316, November, 2000.

  29. Coello Coello, Carlos A. and Toscano Pulido, Gregorio, A Micro-Genetic Algorithm for Multiobjective Optimization, In Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello and David Corne (editors), First International Conference on Evolutionary Multi-Criterion Optimization, Springer-Verlag, Lecture Notes in Computer Science No. 1993, pp. 126--140, Marzo 2001.

  30. Coello Coello, Carlos A., A Short Tutorial on Evolutionary Multiobjective Optimization, In Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello and David Corne (editors), First International Conference on Evolutionary Multi-Criterion Optimization, Springer-Verlag, Lecture Notes in Computer Science No. 1993, pp. 21--40, March 2001,(SLIDES).

  31. Coello Coello, Carlos A. and Toscano Pulido, Gregorio, Multiobjective Optimization using a Micro-Genetic Algorithm, in Spector, L., E. Goodman, A. Wu, W.B. Langdon, H.-M. Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M. Garzon, and E. Burke, (editors), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2001, pp. 274--282, Morgan Kaufmann Publishers, San Francisco, California, July 2001.

  32. Hernández Aguirre, Arturo; Buckles, Bill P. and Coello Coello Carlos A., On Learning kDNF^s_n Boolean Formulas, in Didier Keymeulen, Adrian Stoica, Jason Lohn and Ricardo Salem Zebulum (eds), Proceedings of the Third NASA/DoD Workshop on Evolvable Hardware, pp. 240--246, IEEE Computer Society Press, Long Beach, California, July 2001.

  33. Islas Pérez, Eduardo; Coello Coello, Carlos A. and Hernández Aguirre, Arturo, Extraction of Design Patterns from Evolutionary Algorithms using Case-Based Reasoning, in Yong Liu, Kiyoshi Tanaka, Masaya Iwata, Tetsuya Higuchi and Moritoshi Yasunaga (editors), Evolvable Systems: From Biology to Hardware (ICES'2001), pp. 244--255, Tokyo, Japan, Springer-Verlag, Lecture Notes in Computer Science Vol. 2210, October 2001.

  34. Hernández Aguirre, Arturo; Buckles, Bill P. and Coello Coello, Carlos A. GA-based Learning of kDNF^8_n Boolean Formulas, in Yong Liu, Kiyoshi Tanaka, Masaya Iwata, Tetsuya Higuchi and Moritoshi Yasunaga (editors), Evolvable Systems: From Biology to Hardware (ICES'2001), pp. 279--290, Tokyo, Japan, Springer-Verlag, Lecture Notes in Computer Science Vol. 2210, October 2001.

  35. Coello Coello, Carlos A. and Hernández Aguirre, Arturo, Use of a Population-based Evolutionary Multiobjective Optimization Technique to Design Combinational Logic Circuits, in Carlos Zozaya, Marcelo Mejía, Pablo Noriega y Alfredo Sánchez (editores), Tercer Encuentro Internacional de Ciencias de la Computación (ENC'01), Tomo I, pp. 95--104, Aguascalientes, Aguascalientes, Septiembre 2001.

  36. Coello Coello, Carlos A. and Cruz Cortés, Nareli, Constraint-Handling in Genetic Algorithms through Emulations of the Immune System, in Carlos Zozaya, Marcelo Mejía, Pablo Noriega y Alfredo Sánchez (editores), Tercer Encuentro Internacional de Ciencias de la Computación (ENC'01), Tomo I, pp. 115--124, Aguascalientes, Aguascalientes, Septiembre 2001.

  37. Coello Coello, Carlos A. and Cruz Cortés, Nareli, 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 (eds.), Intelligent Engineering Systems through Artificial Neural Networks (ANNIE'2001), ASME Press, Vol. 11, pp. 141--146, St. Louis Missouri, July 2001 (best paper award).

  38. Coello Coello, Carlos A. and Mezura Montes, Efrén, Use of Dominance-Based Tournament Selection to Handle Constraints in Genetic Algorithms, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts, Okan Erson and Stephen Kercel (eds.), Intelligent Engineering Systems through Artificial Neural Networks (ANNIE'2001), ASME Press, Vol. 11, pp. 177--182, St. Louis Missouri, July 2001.

  39. Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre and Carlos A. Coello Coello, Efficient Affine 2D-Image Registration using Evolutionary Strategies, en 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, pp. 1263, Morgan Kaufmann Publishers, San Francisco, California, July 2002.

  40. Coello Coello, Carlos A. and Landa Becerra, Ricardo, Adding Knowledge and Efficient Data Structures to Evolutionary Programming: A Cultural Algorithm for Constrained Optimization, en 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, pp. 201--209, Morgan Kaufmann Publishers, San Francisco, California, July 2002.

  41. Carlos A. Coello Coello, Alvaro de Albornoz, Enrique Sucar, and Osvaldo Cairó Battistutti, MICAI 2002: Advances in Artificial Intelligence, Springer-Verlag, Lecture Notes in Artificial Intelligence No. 2313, ISBN 3-540-43475-5, April 2002.

  42. Coello Coello, Carlos A., Hernández Luna, Erika and Hernández Aguirre, Arturo, Use of Particle Swarm Optimization to Design Combinational Logic Circuits, in Andy M. Tyrell, Pauline C. Haddow and Jim Torresen (Eds), Evolvable Systems: From Biology to Hardware. 5th International Conference, ICES 2003, pp. 398--409, Springer, Lecture Notes in Computer Science, Vol. 2606, Trondheim, Norway, March 2003.

  43. Hernández Aguirre, Arturo; González Equihua, Edgar C. and Coello Coello, Carlos A. Synthesis of Boolean Functions using Information Theory, in Andy M. Tyrell, Pauline C. Haddow and Jim Torresen (Eds), Evolvable Systems: From Biology to Hardware. 5th International Conference, ICES 2003, pp. 218--227, Springer, Lecture Notes in Computer Science, Vol. 2606, Trondheim, Norway, March 2003.

  44. Hernández Aguirre, Arturo; Botello Rionda, Salvador, Lizárraga Lizárraga, Giovanni and Coello Coello, Carlos A. IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts, in Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb and Lothar Thiele (Eds), Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003, pp. 73--87, Springer, Lecture Notes in Computer Science, Vol. 2632, Faro, Portugal, April 2003.

  45. Coello Coello, Carlos A. and Landa Becerra, Ricardo; Evolutionary Multiobjective Optimization using a Cultural Algorithm, in 2003 IEEE Swarm Intelligence Symposium, pp. 6--13, IEEE Service Center, Indianapolis, Indiana, USA, April 2003.

  46. Toscano Pulido, Gregorio and Coello Coello, Carlos A. The Micro Genetic Algorithm 2: Towards On-Line Adaptation in Evolutionary Multiobjective Optimization, in Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb and Lothar Thiele (Eds), Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003, pp. 252--266, Springer, Lecture Notes in Computer Science, Vol. 2632, Faro, Portugal, April 2003.
  47. Coello Coello, C. A.; Toscano Pulido, G. and Hernández Aguirre, A. Multi-Objective Evolutionary Algorithms for Structural Optimization, in K.J. Bathe (editor), Computational Fluid and Solid Mechanics 2003. Proceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics, Volume 2, pp. 2244--2248, Elsevier, The Netherlands, June 2003.

  48. Hernández Aguirre, Arturo; Botello Rionda, Salvador; Coello Coello, Carlos A. and Lizárraga Lizárraga, Giovanni, Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization, in Erick Cantú-Paz et al. (editors), Genetic and Evolutionary Computation Conference---GECCO'2003, Proceedings. Part I, Lecture Notes in Computer Science Vol. 2723, pp. 573--584, Springer, Chicago, USA, July 2003.

  49. Cruz Cortés, Nareli and Coello Coello, Carlos A., Multiobjective Optimization using the Clonal Selection Principle, in Erick Cantú-Paz et al. (editors), Genetic and Evolutionary Computation Conference---GECCO'2003, Proceedings. Part I, Lecture Notes in Computer Science Vol. 2723, pp. 158--170, Springer, Chicago, USA, July 2003.

  50. Mezura-Montes, Efrén and Coello Coello, Carlos A., A Simple Evolution Strategy to Solve Constrained Optimization Problems, in Erick Cantú-Paz et al. (editors), Genetic and Evolutionary Computation Conference---GECCO'2003, Proceedings, Part I, Lecture Notes in Computer Science Vol. 2723, pp. 640--641, Springer, Chicago, USA, July 2003.

  51. Hernández Aguirre, Arturo & Coello Coello, Carlos, Fitness Landscape and Evolutionary Boolean Synthesis using Information Theory Concepts, in Jason Lohn, Ricardo Zebulum, James Steincamp, Didier Keymeulen, Adrian Stoica, and Michael I. Ferguson (editors), Proceedings of the 2003 NASA/DoD Workshop on Evolvable Hardware, pp. 13--16, IEEE Computer Society Press, Los Alamitos, California, USA, July 2003.

  52. Coello Coello, Carlos A.; Alba, Enrique; Luque, Gabriel and Hernández Aguirre, Arturo, Comparing Different Serial and Parallel Heuristics to Design Combinational Logic Circuits, in Jason Lohn, Ricardo Zebulum, James Steincamp, Didier Keymeulen, Adrian Stoica, and Michael I. Ferguson (editors), Proceedings of the 2003 NASA/DoD Workshop on Evolvable Hardware, pp. 3--12, IEEE Computer Society Press, Los Alamitos, California, USA, July 2003.

  53. Coello Coello, Carlos A.; Cortés Rivera, Daniel and Cruz Cortés, Nareli, Use of an Artificial Immune System for Job Shop Scheduling, in Jon Timmis, Peter Bentley and Emma Hart (editors), Second International Conference on Artificial Immune Systems (ICARIS'2003), pp. 1--10, Edinburgh, Scotland, Lecture Notes in Computer Science, Vol. 2787, Springer-Verlag, Septiembre de 2003 .

  54. Arturo Hernández Aguirre and Carlos Coello Coello, Gate-level Synthesis of Boolean Functions using Information Theory Concepts, in Edgar Chávez, Jesús Favela, Marcelo Mejía and Alberto Oliart (editors), Fourth Mexican International Conference on Computer Science, pp. 268--275, IEEE Computer Society, Los Alamitos, California, September 2003 .

  55. Coello Coello, Carlos A., Evolutionary Multiobjective Optimization: Current and Future Challenges, , in J.M. Benitez, O. Cordon, F. Hoffmann and R. Roy (editors), Advances in Soft Computing---Engineering, Design and Manufacturing, pp. 243--256, Springer-Verlag, ISBN 1-85233-755-9, September 2003.

  56. Arturo Hernández Aguirre, Salvador Botello Rionda, Giovanni Lizarraga, and Carlos Coello Coello, ISPAES: Evolutionary Multi-Objective Optimization with Constraint-Handling, in Edgar Chávez, Jesús Favela, Marcelo Mejía and Alberto Oliart (editors), Fourth Mexican International Conference on Computer Science, pp. 338--345, IEEE Computer Society, Los Alamitos, California, September 2003 .

  57. 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), Fourth Mexican International Conference on Computer Science, pp. 192--199, IEEE Computer Society, Los Alamitos, California, September 2003 .

  58. Reyes Sierra, Margarita and Coello Coello, Carlos A., On the Expected Convergence Time of a Genetic Algorithm with Minimum Parameters, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy (editors), Intelligent Engineering Systems Through Artificial Neural Networks: Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Complex Systems and Artificial Life, Vol. 13, pp. 379--384, ASME Press, New York, November 2003.

  59. Mezura Montes, Efrén and Coello Coello, Carlos A., Using the Evolution Strategies' Self-Adaptation Mechanism and Tournament Selection for Global Optimization, in Cihan H. Dagli, Anna L. Buczak, Joydeep Ghosh, Mark J. Embrechts and Okan Ersoy (editors), Intelligent Engineering Systems Through Artificial Neural Networks: Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Complex Systems and Artificial Life, Vol. 13, pp. 373--378, ASME Press, New York, November 2003 (First Runner-Up in the Theoretical Developments in Computational Intelligence Award.)

  60. Mezura Montes, Efrén, Coello Coello, Carlos A. and Landa Becerra, Ricardo, Engineering Optimization using a Simple Evolutionary Algorithm, Proceedings of the Fifteenth International Conference on Tools with Artificial Intelligence (ICTAI 03), pp. 149--156, IEEE Computer Society, Sacramento, California, November 2003.

  61. Arturo Hernández Aguirre, Salvador Botello Rionda, Giovanni Lizárraga Lizárraga and Carlos Coello Coello, IS-PAES: switching constraints on and off for multiobjective optimization, in Proceedings of 2003 Congress on Evolutionary Computation (CEC'2003), Vol. 2, pp. 1162--1169, IEEE Press, Canberra, Australia, December, 2003.

  62. Esquivel, Susana C. and Coello Coello, Carlos A., On the Use of Particle Swarm Optimization with Multimodal Functions, in Proceedings of 2003 Congress on Evolutionary Computation (CEC'2003), Vol. 2, pp. 1130--1136, IEEE Press, Canberra, Australia, December, 2003.

  63. Mezura Montes, Efrén and Coello Coello, Carlos A., Adding a Diversity Mechanism to a Simple Evolution Strategy to Solve Constrained Optimization Problems, in Proceedings of 2003 Congress on Evolutionary Computation (CEC'2003), Vol. 1, pp. 6--13, IEEE Press, Canberra, Australia, December, 2003.

  64. Coello Coello, Carlos A. and Reyes Sierra, Margarita, A Coevolutionary Multi-Objective Evolutionary Algorithm, in Proceedings of 2003 Congress on Evolutionary Computation (CEC'2003), Vol. 1, pp. 482--489, IEEE Press, Canberra, Australia, December, 2003.

  65. Edgar Galván López, Riccardo Poli and Carlos A. Coello Coello. Reusing Code in Genetic Programming, in Maarten Keijzer, Una-May O'Reilly, Simon M. Lucas, Ernesto Costa and Terence Soule (Eds.), Genetic Programming, 7th European Conference, EuroGP'2004, pp. 359--368, Springer, Lecture Notes in Computer Science Vol. 3003, Coimbra, Portugal, April 5-7, 2004.

  66. Carlos A. Coello Coello and Margarita Reyes Sierra, A Study of the Parallelization of a Coevolutionary Multi-Objective Evolutionary Algorithm, in Raúl Monroy, Gustavo Arroyo-Figueroa, Luis Enrique Sucar and Humberto Sossa (eds), Proceedings of the Third Mexican International Conference on Artificial Intelligence (MICAI'2004), pp. 688--697, Springer Verlag, Lecture Notes in Artificial Intelligence Vol. 2972, April 2004.

  67. 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 (eds), Proceedings of the Third Mexican International Conference on Artificial Intelligence (MICAI'2004), pp. 707--716, Springer Verlag, Lecture Notes in Artificial Intelligence Vol. 2972, April 2004.

  68. Carlos A. Coello Coello, Carlos A., Daniel Cortés Rivas and Nareli Cruz Cortés. Job Shop Scheduling using the Clonal Selection Principle, in I.C. Parmee (editor), Adaptive Computing in Design and Manufacture VI, pp. 113--124, Springer, London, April 2004.










Conferences in Spanish




  1. Luis Vicente Santana Quintero and Carlos A. Coello Coello. Un Nuevo Algoritmo Multiobjetivo Basado en Evolución Diferencial, en Maribel G. Arenas, Francisco Herrera, Manuel Lozano, Juan Julián Merelo, Gustavo Romero y Ana Ma. Sánchez (editores), IV Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, Vol. 1, pp. 169--176, Granada, España, Septiembre de 2005 .


  2. E. Mezura-Montes y C.A. Coello Coello. Fuentes de dificultad en optimización global con restricciones usando algoritmos evolutivos, en Felipe Padilla, Carlos Coello, Katya Rodríguez y Francisco Alvarez (editores), Memorias del Segundo Congreso de Computación Evolutiva (COMCEV'05), pp. 57--62, Universidad Autónoma de Aguascalientes, Aguascalientes, México, Mayo de 2005, ISBN 970-728-024-7 .

  3. M.M. Reyes Sierra y C.A. Coello Coello. Un Algoritmo Coevolutivo para Optimización Multiobjetivo Basado en Clustering, en Felipe Padilla, Carlos Coello, Katya Rodríguez y Francisco Alvarez (editores), Memorias del Segundo Congreso de Computación Evolutiva (COMCEV'05), pp. 63--71, Universidad Autónoma de Aguascalientes, Aguascalientes, México, Mayo de 2005, ISBN 970-728-024-7 .

  4. Cortés Rivera, Daniel y Coello Coello, Carlos A., Uso de un Sistema Inmune Artificial para Problemas de Calendarización, en C. Hervás, N. García, F.J. Martínez, D. Ortiz y S. Ventura (editores), Actas del III Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 04), pp. 507--514, Universidad de Córdoba, Córdoba, España, febrero de 2004, ISBN 84-688-4224-9.

  5. Erika Hernández Luna, Carlos A. Coello Coello y Arturo Hernández Aguirre, Diseño de Circuitos Lógicos Combinatorios usando Optimización mediante Cúmulos de Partículas, en 9a. Conferencia de Ingeniería Eléctrica, pp. 485--491, CINVESTAV-IPN, México, D.F., Septiembre de 2003 .

  6. Nareli Cruz Cortés y Carlos A. Coello Coello, Optimización Multiobjetivo Utilizando el Principio de Selección Clonal del Sistema Inmune, en 9a. Conferencia de Ingeniería Eléctrica, pp. 470--477, CINVESTAV-IPN, México, D.F., Septiembre de 2003 .

  7. \item Efrén Mezura-Montes y Carlos A. Coello Coello, Conceptos de Optimización Multiobjetivo para el Manejo de Restricciones en Algoritmos Evolutivos: Un Estudio Comparativo, en S. Botello, A. Hernández y C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación Evolutiva, pp. 1--12, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7, 2003 .

  8. Coello Coello, Carlos A. and Mezura Montes, Efrén, Uso de Auto-Adaptación para Manejar Restricciones con un Algoritmo Genético, Segundo Encuentro Nacional de Computación, Taller de Aprendizaje, Pachuca, Hidalgo, 12-15 de septiembre de 1999.

  9. Serna Pérez, Eduardo; Rodríguez Vázquez, Katya y Coello Coello, Carlos A. Expresiones Prefijas para el Diseño de Circuitos Lógicos utilizando Programación Genética, en Carlos Zozaya, Marcelo Mejía, Pablo Noriega y Alfredo Sánchez (editores), Tercer Encuentro Internacional de Ciencias de la Computación (ENC'01), Tomo I, pp. 85--94, Aguascalientes, Aguascalientes, Septiembre 2001.

  10. Benito Mendoza García y Coello Coello, Carlos A., Uso del Sistema de la Colonia de Hormigas para el Diseño de Circuitos Lógicos Combinatorios, en E. Alba, F. Fernández, J.A. Gómez, F. Herrera, J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores) Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB'02), Universidad de la Extremadura, España, pp. 294--301, 2002, ISBN 84-607-3913-9

  11. Coello Coello, Carlos A. y Maximino Salazar Lechuga, MOPSO: Un Algoritmo Multiobjetivo Basado en Optimización Mediante Cúmulos de Partículas, en E. Alba, F. Fernández, J.A. Gómez, F. Herrera, J.I. Hidalgo, J. Lanchares, J.J. Merelo y J.M. Sánchez (Editores) Primer Congreso Español de Algoritmos Evolutivos y Bioinspirados (AEB'02), Universidad de la Extremadura, España, pp. 445--452, 2002, ISBN 84-607-3913-9.

  12. Toscano Pulido, Gregorio y Coello Coello, Carlos A. Una Propuesta de Adaptación en Línea para Optimización Evolutiva Multiobjetivo, en Actas del II Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 03), Gijón,España, pp. 363--370, Febrero de 2003, ISBN 84-607-65-26-1.

  13. Landa Becerra, Ricardo y Coello Coello, Carlos A. Un Algoritmo Cultural para Optimización Evolutiva Multiobjetivo, en Actas del II Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 03), Gijón, España, pp. 371--378, Febrero de 2003, ISBN 84-607-65-26-1.

  14. Efrén Mezura-Montes y Carlos A. Coello Coello, Conceptos de Optimización Multiobjetivo para el Manejo de Restricciones en Algoritmos Evolutivos: Un Estudio Comparativo, en S. Botello, A. Hernández y C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación Evolutiva, pp. 1--12, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7, 2003.

  15. Javier Cruz Pérez, Hilda Caballero Barbosa y Carlos A. Coello Coello, Plataforma en Java para el Diseño de Circuitos Lógicos Combinatorios, Experimentando con Diferentes Operadores Genéticos, en S. Botello, A. Hernández y C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación Evolutiva, pp. 119--129, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7, 2003

  16. María Margarita Reyes Sierra y Carlos A. Coello Coello, Tiempo Esperado de Convergencia de un Algoritmo Genético con Parámetros Mínimos, en S. Botello, A. Hernández y C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación Evolutiva, pp. 155--169, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7, 2003.

  17. Nareli Cruz Cortés y Carlos A. Coello Coello, Un Sistema Inmune Artificial para Solucionar Problemas de Optimización Multiobjetivo, en S. Botello, A. Hernández y C. Coello (eds), Memorias del Primer Congreso Mexicano de Computación Evolutiva, pp. 181--193, CIMAT, Guanajuato, México, ISBN 968-57-33-00-7, 2003.










Invited Talks




  1. Ponencia Magistral Optimización con Objetivos Múltiples: Estado del Arte y Tendencias Futuras, Track especial sobre Programación Evolutiva, TAINA'98, Noviembre de 1998.

  2. An Updated Survey of Evolutionary Multiobjective Optimization Techniques : State of the Art and Future Trends, Special Session on Multiobjective Optimization at the 1999 Congress on Evolutionary Computation, Vol. 1, pp. 3-13, IEEE Service Center, July 1999.

  3. Computación Evolutiva, X Simposium Internacional de Informática, Instituto Tecnológico de Orizaba, Orizaba, Veracruz, March 3rd 1999.

  4. Computación Evolutiva: Orígenes, Estado Actual y Perspectivas Futuras, X Semana de Matemáticas Aplicadas, Instituto Tecnológico Autónomo de México, August 24th 1999.

  5. Aplicaciones de la Computación Evolutiva a Problemas del Mundo Real, XIV Congreso de Instrumentación, Tonantzintla, Puebla, October 7th










Technical Reports




  1. Margarita Reyes-Sierra and Carlos A. Coello Coello, Multi-Objective Particle Swarm Optimizers: A Survey of the State-of-the-Art, Technical Report EVOCINV-01-2006, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, March 2006.

  2. Coello Coello, Carlos A., An Updated Survey of GA-Based Multiobjective Optimization Techniques. Technical Report Lania-RD-98-08, Laboratorio Nacional de Informática Avanzada (LANIA), Xalapa, Veracruz, México, December 1998.

  3. Coello Coello, Carlos A. Multiobjective Optimization of Trusses using Genetic Algorithms, Technical Report Lania-RI-99-02, Laboratorio Nacional de Informática Avanzada, 1999.

  4. Coello Coello, Carlos A.; Alan D. Christiansen & Arturo Hernández Aguirre, Towards Automated Evolutionary Design of Combinational Circuits, Lania-RI-99-03.d, Laboratorio Nacional de Informática Avanzada, 1999.

  5. Coello Coello, Carlos A., A Survey of Constraint Handling Techniques used with Evolutionary Algorithms, Lania-RI-99-04, Laboratorio Nacional de Informática Avanzada, 1999.

  6. Coello Coello, Carlos A. & Toscano Pulido, Gregorio, A Micro-Genetic Algorithm for Multiobjective Optimization, Lania-RI-2000-06, Laboratorio Nacional de Informática Avanzada, 2000.

  7. Coello Coello, Carlos A. and Salazar Lechuga, Maximino, MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization, Technical Report EVOCINV-01-2001, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, September 2001.

  8. Coello Coello, Carlos A. and Mezura Montes Efrén, Constraint-Handling in Genetic Algorithms through the use of Dominance-based Tournament Selection, Technical Report EVOCINV-02-2001, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, September 2001.

  9. Islas Pérez, Eduardo; Coello Coello, Carlos A. & Hernández Aguirre, Arturo, Extracting and Re-Using Design Patterns from Genetic Algorithms using Case-Based Reasoning, Technical Report EVOCINV-03-2001, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, October 2001.

  10. Coello Coello, Carlos A., Toscano Pulido, Gregorio and Salazar Lechuga, Maximino, Handling Multiple Objectives with Particle Swarm Optimization, Technical Report EVOCINV-02-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, July 2002

  11. Coello Coello, Carlos A. and Cruz Cortés, Nareli, A Model of the Immune System for Constraint-Handling in Genetic Algorithms, Technical Report EVOCINV-01-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, April 2002.

  12. 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, September 2002.

  13. Carlos A. Coello Coello, Erika Hernández Luna and Arturo Hernández Aguirre, Use of Particle Swarm Optimization to Design Combinational Logic Circuits, Technical Report EVOCINV-04-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, October 2002.

  14. Carlos A. Coello Coello and Nareli Cruz Cortés, Solving Multiobjective Optimization Problems using an Artificial Immune System, Technical Report EVOCINV-05-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, December 2002.

  15. Arturo Hernández Aguirre and Carlos A. Coello Coello, Evolutionary Synthesis of Logic Circuits using Information Theory, Technical Report EVOCINV-06-2002, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, December 2002

  16. 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, echnical Report EVOCINV-02-2003, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, March 2003

  17. Coello Coello, Carlos A. and Reyes Sierra, Margarita, A Multi-Objective Evolutionary Algorithm Based on Coevolutionary Concepts, Technical Report EVOCINV-03-2003, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, July 2003

  18. 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, August 2003

  19. Reyes Sierra, María Margarita and Coello Coello, Carlos A., On the Study of Some Theoretical Aspects of Genetic Algorithms,, Technical Report EVOCINV-02-2003, Evolutionary Computation Group at CINVESTAV, Sección de Computación, Departamento de Ingeniería Eléctrica, CINVESTAV-IPN, México, March 2003.

  20. Mezura Montes, Efrén and Coello Coello, Carlos A. 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, February 2004.