Books on Genetic Programming

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Nov 30, 2013 (3 years and 8 months ago)

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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

David Andre

Forrest 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. 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

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Genetic Programming with C++


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