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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
Forrest H Bennett III
David Andre
•
•
•
•
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. Goldberg
Melanie 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://wwwdept.cs.ucl.ac.uk/research/genprog/gp2faq/gp2faq.html
• http://wwwdept.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/gpbibliography.html
The Collection of
Computer Science Bibliographies
Up: Bibliographies on Artificial Intelligence
Search
Search
Collection Home
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
B.6 Mailing Lists
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Groups
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• GA and NN mailing list
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• GA news group
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USENET news group
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