Books on Genetic Programming

• Koza, J. R (1992). Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press. Cambridge, MA. http://www-leland.stanford.edu/~phred/jaws1.html

• Koza, J. R (1994) Genetic Programming II: Automatic Discovery of Reusable Programs. MIT Press. Cambridge, MA.was published by The MIT Press. Http://www-cs-faculty.stanford.edu/~koza/aigp.html

• John R. Koza, Forrest H Bennett III, David Andre, and Martin A. Keane. (1999) Genetic Programming III

John Koza

David AndreForrest H Bennett III

• Kinnear, K.E. Jr. (ed.) (1994). Advances in Generic Programming. MIT Press, Cambridge, MA.

• Angeline, P.J. and Kinnear, K.E. Jr. (eds.) (1996), Advances in Generic Programming 2. MIT Press, Cambridge, MA.

• Koza, J.R. and Goldberg, D. E. and Fogel, D. B. and Riolo, R. L. (eds.) (1996). Genetic Programming 1996: Proceedings of the First Annual Conference. Stanford University, Stanford, CA. MIT Press, Cambridge, MA.

• Koza, J.R. and Deb, K. and Dorigo, M. and Fogel, D. B. and Garzon, M. and Iba, H. and Riolo, R. L. (eds.) (1996). Genetic Programming 1996: Proceedings of the Second Annual Conference. Stanford University, Stanford, CA. Morgan Kaufmann San Francisco, CA.

David E. GoldbergMelanie Mitchell

GP Video Tapes

• Koza, J. R. and Rice, J. P. (1992). Genetic Programming: the Movie. MIT Press. Cambridge, MA.

• Koza, J. R. (1994). Genetic ProgrammingII: Videotape. The Next Generation. MIT Press. Cambridge, MA.

• (1996). Genetic Programming 1996: Video Proceedings of the First Annual Conference Sound Photo Synthesis, CA.

Books on Evolutionary Algorithms

• Holland, H.H. (1975 and 1995). Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, MI.

• Davis, L. (ed.) (1987). Genetic Algorithms and simulated Annealing. Pitman, London.

• Goldberg, D. E. (1989). Genetic Algorithm in Search, Optimization, and Machine Learning. Addison-Wesley, Reading, MA.

• Micahalewichz, Z. (1992). Genetic Algorithm + Data Structures = Evolution Programs. Springer-Verlag, Berlin,. 1996: 3rd edition.

• Michell, M. (1996). An Introduction to Genetic Algorithms . MIT Press, Cambridge, MA.

• Center for Applied Systems Analysis (CASA) Informatik Centrum Dortmund (ICD)

• Schwelfel, H.-P. (1981 and 1995). Evolution and Optimum Seeking. John Wiley & Sons, New York.

• http://ls11-www.informatik.uni-dortmund.de/people/people-e.html

Schwelfel, H.-P. Thomas Back

• Forgel, D.B. (1995). Evolutionary Computation. IEEE Press, New York.

• Dr. Fogel is Editor-in-Chief of the IEEE Transactions on Evolutionary Computation.

• http://www.natural-selection.com/people/dbf.html

Selected Journals

Adaptive Behavior Artificial Life Evolutonary Computation

Artificial Intelligence Machine Learning

IEEE Transaction on Evolutionary Computation, IEEE

IEEE Transaction on Systems, Man, and Cybernetics, IEEE

• Biological Cybernetics, Springer-Verlag

• BioSystems, Elsevier Science

Complexity, Academic Press

• Complex Systems, Complex Systems Publications

B. Information Available on the Internet

• B.1 GP tutorials– http://metricanet.com/people/jjf/

– http://www.geneticprogramming.com/

– http://alphard.ethz.ch/gerber/

– http://www.byte.com/art/9402/sec10/art1.htm

Genetic Programming with C++

B.2 GP Frequently Asked Questions

• http://www-dept.cs.ucl.ac.uk/research/genprog/gp2faq/gp2faq.html

• http://www-dept.cs.ucl.ac.uk/research/genprog/gpfaq/gpfaq.html

B.3 GP Bibliographies

• http://liinwww.ira.uka.de/bibliography/Ai/genetic.programming.html

• http://skippy-bb.cs.bham.ac.uk/~wbl/biblio/gp-bibliography.html

The Collection of

Computer Science Bibliographies

Up: Bibliographies on Artificial Intelligence Collection Home

Search Search

B.4 GP Researchers

• http://metricanet.com/people/jjf/

• http://www.cs.ucl.ac.uk/research/genprog/

• http://metricanet.com/people/jjf/

• The Genetic Programming researchers notebook

• http://www.cs.ucl.ac.uk/research/genprog/– Genetic Programming FAQs

– People who do GP

– Software Available

– Where to publish work on Genetic Programming and Conferences

– Interactive Genetic Art & Music

B.5 General Evolutionary Computation

• GGAA http://www.aic.nrl.navy.mil/galist

• ENCORE http://research.germany.eu.net:8080/encore/www/top.htm

• Evolutionary Computation Page http://rodin.cs.uh.edu/~twryu/genetic.html

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