CMU Artificial Intelligence Repository
Genetic Algorithms and Genetic Programming
areas/genetic/
ga/ Genetic Algorithms
genetic/ Archives for the comp.ai.genetic newsgroup
gp/ Genetic Programming
See Also:
areas/alife/
Origin:
FTP repositories for genetic algorithms include
ftp.aic.nrl.navy.mil:/pub/galist/
ftp.cc.utexas.edu:/pub/genetic-programming/ [128.83.186.13]
This directory contains software and materials concerning
genetic algorithms, genetic programming, evolutionary
programming, and related topics.
References:
Overviews --
L. B. Booker, D.E. Goldberg and J.H. Holland, "Classifier Systems
and Genetic Algorithms", Artificial Intelligence 40(1-3):235-282,
September 1989.
David E. Goldberg, "Genetic Algorithms in Search, Optimization, and
Machine Learning", Addison-Wesley, Reading, MA, 1989, 412 pages.
ISBN 0-201-15767-5.
Davis, Lawrence (editor), "Handbook of Genetic Algorithms", Van
Nostrand Reinhold, New York, 1991, ISBN 0-442-00173-8.
D.B. Fogel, "An Introduction to Simulated Evolutionary Optimization",
IEEE Transactions on Neural Networks 5(1):3-14, 1994.
[Survey of evolutionary computation, including genetic
algorithms, evolution strategies and evolutionary programming.]
See also the July 1992 issue of Scientific American.
Paper Collections --
Davis, Lawrence, editor, "Genetic Algorithms and Simulated
Annealing", Morgan Kaufmann, 1989.
Rawlins, G., editor, "Foundations of Genetic Algorithms", Morgan
Kaufmann, 1991.
See also the Proceedings of the First/Second/Third/Fourth
International Conference on Genetic Algorithms, published by
Lawrence Erlbaum.
Miscellaneous --
Holland, J.H. "Adaptation in Natural and Artificial Systems",
University of Michigan Press, 1975. Reprinted by MIT Press, 1992.
Holland, J.H., Holyoak, K.J., Nisbett, R.E., and Thagard, P.R.,
"Induction: Processes of Inference, Learning, and Discovery",
MIT Press, 1988.
Michalewicz, Z., "Genetic algorithms + Data Structures =
Evolution Programs", Springer-Verlag, New York, 1992.
Genetic Programming --
Koza, John R., "Genetic Programming: On the programming of
computers by means of natural selection", MIT Press, 1992.
819 pages, ISBN 0-262-11170-5.
CD-ROM: Prime Time Freeware for AI, Issue 1-1
Keywords:
AI Software Packages, Evolutionary Programming,
Genetic Algorithms, Genetic Programming, Software Packages
Last Web update on Mon Feb 13 10:23:34 1995
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