Evolutionary Computation
Semester Specific Information
Further Reading
On-line
- Global Optimization Algorithms - Theory and Application
- The Hitch-Hiker's Guide to Evolutionary Computation
- D. H. Wolpert and W. G. Macready (1995) "No Free Lunch Theorems for Search", Technical Report SFI-TR-95-02-010, Santa Fe Institute
- A Field Guide to Genetic Programming
Books
- David E. Goldberg "The Design of Innovation: Lessons from and for Competent Genetic Algorithms", Kluwer Academic Publishers, 2002.
- Alex A Freitas "Data Mining and Knowledge Discovery with Evolutionary Algorithms", Springer, 2002.
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Evolutionary Computation 1: Basic Algorithms and Operators, edited by Thomas Back, David B. Fogel and Zbigniew Michalewicz,
Institute of Physics Publishing, 2000, ISBN: 0-7503-0664-5
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Evolutionary Computation 2: Advanced Algorithms and Operators, edited by Thomas Back, David B. Fogel and Zbigniew Michalewicz,
Institute of Physics Publishing, 2000, ISBN: 0-7503-0665-3
Genetic Programming
- J. Koza: Genetic Programming I, MIT Press, Cambridge MA, 1992.
- J. Koza: Genetic Programming II, MIT Press, Cambridge MA, 1994.
- J. Koza: Genetic Programming III, MIT Press, Cambridge MA, 1998.
EC community websites
EC projects on the web
Useful tools