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Genetic Algorithms and Genetic Programming


   ga/        Genetic Algorithms
   genetic/   Archives for the newsgroup
   gp/        Genetic Programming

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   FTP repositories for genetic algorithms include []
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
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