List of References 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: August 22nd, 2002

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

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1. Thomas Bäck, David B. Fogel, and Zbigniew Michalewicz, editors. Handbook of Evolutionary Computation, Institute of Physics Publishing and Oxford University Press, 1997.
   
   
2. Tapan P. Bagchi. Multiobjective Scheduling by Genetic Algorithms, Kluwer Academic Publishers, Boston, 1999.
   
   
3. P. J. Bentley, editor. Evolutionary Design by Computers, Academic Press Ltd., London, 1999.
   
   

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4. 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 .

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

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

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7. Mitsuo Gen and Runwei Cheng. Genetic Algorithms and Engineering Design, John Wiley and Sons, Inc., New York, 1997.
   
   
8. David E. Goldberg. Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley Publishing Company, Reading, Massachusetts, 1989.
   
   

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9. K. F. Man, K. S. Tang and S. Kwong. Genetic Algorithms. Concepts and Designs, Springer-Verlag, Second Edition, New York, 1999
   
   
10. Zbigniew Michalewicz. Genetic Algorithms + Data Structures = Evolution Programs. Springer-Verlag, third edition, 1996.
    
    

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

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12. Masatoshi Sakawa. Genetic Algorithms and Fuzzy Multiobjective Optimization, Kluwer Academic Publishers, Boston, ISBN 0-7923-7452-5, 2002 .
    
    
13. Ruhul Sarker, Masoud Mohammadian and Xin Yao (Editors), Evolutionary Optimization, Kluwer Academic Publishers, Boston, ISBN 0-7923-7654-4, February 2002 .
    
    
14. P. Sen and J. B. Yang. Multiple Criteria Decision Support in Engineering Design, Springer-Verlag, London, 1998.
    
    
    
    

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Acknowledgments

For corrections and/or updates on current information or to add your book, please contact:
Dr. Carlos A. Coello Coello