Q10.6: Not-quite-so-introductory Literature?

Bock, P. (1993) "The Emergence of Artificial Cognition: An Introduction to Collective Learning", Singapore: World Scientific.

Davis, L. (ed) (1987) "Genetic Algorithms and Simulated Annealing", available from Morgan Kaufmann Publishers Inc., 340 Pine St, San Francisco, CA 94104, (415-392-2665).

Davidor, Y. (1991) "Genetic Algorithms and Robotics", Singapore: World Scientific. ISBN 9-810202172.

Forrest, S. (ed) (1990) "Emergent Computation. Self-Organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks", [FORREST90]:, Cambridge, MA: MIT Press. (Special issue of Physica D.)

Hillis, W.D. (1990) "Co-Evolving Parasites Improve Simulated Evolution as an Optimization procedure", [ALIFEII], 313-324.

Holland, J.H., Holyoak, K.J., Nisbett, R.E. & Thagard, P.R. (1986) "Induction: Processes of Inference, Learning, and Discovery", Cambridge, MA: MIT Press.

Holland, J.H. (1992) "Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence, Cambridge, MA: MIT Press/Bradford Books, (2nd edn). Hard: ISBN 0-262-08213-6. Soft: ISBN 0-262-58111-6.

Serra, R. & Zanarini, G. (1990) "Complex Systems and Cognitive Processes", New York, NY: Springer-Verlag.

Stender, J. (ed.). (1993) "Parallel Genetic Algorithms", IOS Publishing. [Cites just about everything in the parallel GA field. -- John Koza]

Rujan, P. (1988) "Searching for optimal configurations by simulated tunneling", Zeitschrift der Physik B", Vol.73, 391-416.

Rudolph, G. (1994) "Convergence Analysis of Canonical Genetic Algorithms", IEEE Trans. on Neural Networks, Special issue on EP. Available by ftp from ENCORE (See Q15.3) in file: GA/papers/canon94.ps.gz

Fogel, D. (1995), "Evolutionary Computation: Toward a New Philosophy of Machine Intelligence", Piscataway, NJ: IEEE Press. ISBN 0-7803-1048-0.

Schwefel, H-P. (1995) "Evolution and Optimum Seeking", New York: Wiley. ISBN 0-471-57148-2


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Hitch Hiker's Guide to Evolutionary Computation, Issue 9.1, released 12 April 2001
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