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202-2-5431, Semester Beit, 2011-2012
Lecturer: Prof. Moshe Sipper
Administrative Details:
- Web: www.cs.bgu.ac.il/~sipper/courses/atea122/
- Open only to graduate students (possibly outstanding undergrads with special permission)
- Credits: 2
- Time & Place: Wednesday 12-14, 34/9
- Grade: based on a talk
- Attendance in meetings is mandatory
Introductory Material:
Bibliography:
Primary:
- M. Sipper, Evolved to Win, Lulu, 2011. (freely downloadable)
- M. Sipper,
Machine Nature: The Coming Age of Bio-Inspired Computing,
McGraw-Hill, New York, 2002.
- A.E. Eiben and J.E. Smith, Introduction to Evolutionary Computing, Springer, 1st edition, 2003, Corr. 2nd printing, 2007.
- R. Poli, B. Langdon, & N. McPhee, A Field Guide to Genetic Programming, 2008. (freely downloadable)
- J. Koza, Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press, Cambridge, MA, 1992.
Also:
- S. Luke, Essentials of Metaheuristics, 2010. (freely downloadable)
- Z. Michalewicz & D.B. Fogel,
How to Solve It: Modern Heuristics, 2nd ed. Revised and Extended, 2004.
- Z. Michalewicz. Genetic Algorithms + Data Structures = Evolution Programs. Springer-Verlag, Berlin, 3rd edition, 1996.
- D. Floreano & C. Mattiussi,
Bio-Inspired Artificial Intelligence:
Theories, Methods, and Technologies, MIT Press, 2008.
- A. Tettamanzi & M. Tomassini,
Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems,
Springer-Verlag, Heidelberg, 2001.
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Schedule
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moshe |
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amit |
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rotem |
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[pesach] |
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[pesach] |
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gali |
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[yom hazikaron] |
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carmel |
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[gptp] |
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michael b. |
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[yom hastudent] |
|
yael |
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achiya |
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carmel |
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