Books on Evolutionary Multiobjective Optimization

Maintained by

Carlos A. Coello Coello
ccoello@cs.cinvestav.mx
CINVESTAV-IPN
Sección de Computación
Departamento de Ingeniería Eléctrica
Av. Instituto Politécnico Nacional No. 2508
Col. San Pedro Zacatenco
México, D.F. 07300

Last Update: July 21st, 2007

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

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

    A

  1. Ajith Abraham, Lakhmi Jain and Robert Goldberg (editors). Evolutionary Multiobjective Optimization. Theoretical Advances and Applications, Springer, USA, 2005, ISBN 1-85233-787-7 .

  2. Chang Wook Ahn. Advances in Evolutionary Algorithms. Theory, Design and Practice, Springer, ISBN 3-540-31758-9, 2006 .

    3. B

  3. Thomas Bäck, David B. Fogel, and Zbigniew Michalewicz, editors. Handbook of Evolutionary Computation. Institute of Physics Publishing and Oxford University Press, 1997.

  4. Tapan P. Bagchi. Multiobjective Scheduling by Genetic Algorithms. Kluwer Academic Publishers, Boston, 1999.

  5. P. J. Bentley, editor. P. J. Bentley, editor. Evolutionary Design by Computers, Academic Press Ltd., London, 1999.

    6. C

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

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

  8. Yann Collette and Patrick Siarry. Multiobjective Optimization. Principles and Case Studies, Springer, August 2003 .

    9. D

  9. Kalyanmoy Deb. Multi-Objective Optimization using Evolutionary Algorithms, John Wiley & Sons, Chichester, UK, 2001, ISBN 0-471-87339-X.

  10. Johann Dréo, Alain Pétrowski, Patrick Siarry and Eric Taillard. Metaheuristics for Hard Optimization. Methods and Case Studies, Springer, December 2005, ISBN 3-540-23022-X .

    11. E

  11. Matthias Ehrgott and Xavier Gandibleux (editors). Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys, Kluwer Academic Publishers, Boston, 2002.

    12. F

    G

  12. Mitsuo Gen and Runwei Cheng. Genetic Algorithms and Engineering Design. John Wiley and Sons, Inc., New York, 1997.

  13. Mitsuo Gen and Runwei Cheng. Genetic Algorithms and Engineering Optimization. Wiley Series in Engineering Design and Automation. John Wiley & Sons, New York, 2000.

  14. David E. Goldberg. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Publishing Company, Reading, Massachusetts, 1989.

    15. H

  15. Thomas Hanne. Intelligent Strategies for Meta Multiple Criteria Decision Making, Kluwer Academic Publishers, Boston, 2001.

    16. I

    J

  16. Andrzej Jaszkiewicz, Multiple objective metaheuristic algorithms for combinatorial optimization, Habilitation Thesis, 360, Poznan University of Technology, Poznan, Poland, 2001

  17. Yaochu Jin (editor). Multi-Objective Machine Learning, Springer, Berlin, 2006, ISBN 3-540-30676-6 .

    18. K

    L

  18. William B. Langdon. Data Structures and Genetic Programming: Genetic Programming + Data Structures = Automatic Programming! Kluwer, Boston, April 1998.

  19. G.P. Liu, J.B. Yang and J.F. Whidborne. Multiobjective Optimisation and Control, Research Studies Press Ltd., Baldock, England, 2003 .

  20. Alexander V. Lotov, Vladimir A. Bushenkov and Georgy K. Kamenev. Interactive Decision Maps. Approximation and Visualization of Pareto Frontier, Kluwer Academic Publishers, Boston, Massachusetts, February 2004, ISBN 1-4020-7631-2.

    21. M

  21. K. F. Man, K. S. Tang, and S. Kwong. Genetic Algorithms. Concepts and Designs. Springer-Verlag, New York, second edition, 1999.

  22. Jörn Mehnen. Mehrkriterielle Optimierverfahren für produktionstechnische Prozesse, Habilitation Thesis, Vulkan Verlag, Essen, Germany, ISBN 3-8027-8760-9 (in German), 2005 (abstract).

  23. Zbigniew Michalewicz. Genetic Algorithms + Data Structures = Evolution Programs. Springer-Verlag, third edition, 1996.

    24. N

  24. Nadia Nedjah and Luiza de Macedo Mourelle. Real-World Multi-Objective System Engineering, Nova Science Publishers, New York, USA, 2005.

    25. O

  25. Andrzej Osyczka. Evolutionary Algorithms for Single and Multicriteria Design Optimization, Physica Verlag, Germany, 2002, ISBN 3-7908-1418-0 .

    26. P

  26. Ian C. Parmee. Evolutionary and Adaptive Computing in Engineering Design, Springer, London, 2001, ISBN 1-85233-029-5.

    27. Q

    R

  27. Brahim Rekiek and Alain Delchambre. Assembly Line Design. The Balancing of Mixed-Model Hybrid Assembly Lines with Genetic Algorithms, Springer, 2006, ISBN 1-84628-112-1.

    28. S

  28. Masatoshi Sakawa. Genetic Algorithms and Fuzzy Multiobjective Optimization, Kluwer Academic Publishers, Boston, ISBN 0-7923-7452-5, 2002 .

  29. Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002 .

  30. P. Sen and J. B. Yang. Multiple Criteria Decision Support in Engineering Design. Springer-Verlag, London, 1998.

    31. T

  31. K.C. Tan, E.F. Khor and T.H. Lee. Multiobjective Evolutionary Algorithms and Applications, Springer-Verlag, London, 2005, ISBN 1-85233-836-9 .

  32. Vincent T'kindt and Jean-Charles Billaut. Multicriteria Scheduling. Theory, Models and Algorithms, Springer, Berlin, ISBN 3-540-43617-0, 2002.

    33. U

    V

    W

  33. Thomas Weise. Global Optimization Techniques and Genetic Programming Applied to Distributed Computing, Online as e-book, published by Thomas Weise, University of Kassel, Distributed Systems Group, May 10, 2007 .

    34. X

    Y

    Z