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Evolutionary Computation

Instructor
Professor Andrew Kusiak
2139 Seamans Center
Tel: 319 - 335 5934           Fax: 319 - 335 5669
Email address

Instructor Office Hours and Place
10:45  - noon TTh  and      5:00 - 6:00 pm Th
2139 Seamans Center

Class Time
6:00 - 8:30 Th

Classroom
3026 Seamans Center

Textbook
De Jong, K.A., Evolutionary Computation: A Unified Approach, MIT Press, Cambridge, MA, 2006.

References
A.E. Eiben and J.E. Smith, Introduction to Evolutionary Computing, Springer, Heilderberg, Germany, 2003.
Y.C. Jin (Ed.), Knowledge Incorporation in Evolutionary Computation, Springer, New York, 2005. 
J. R. Koza et al., Genetic Programming IV, Kluwer, Norwell, MA, 2003.
R. Riolo and B. Worzel (Eds), Genetic Programming Theory and Practice, Norwell, MA, 2003.
R. Sarker and M. Mohammadian, and X. Yao (Eds), Evolutionary Optimization, Kluwer, Norwell, MA, 2002.
C.A. Coello Coello, D. A. Van Veldhuitzen, and G. Lamont, Evolutionary Algorithms for Solving Multi-Objective Problems, Kluwer, New York, 2002.
M.V. Butz, Anticipatory Learning Classifier Systems, Kluwer, Norwell, MA, 2002.
W. Banzhaf, P. Nordin, R.E. Keller, and Frank D. Framcone, Genetic Programming, Morgan Kaufmann, San Francisco, CA, 1998.

Course Materials

  • Syllabus
  • Materials
  • Sample Projects
  • Homework Solutions
  • Quiz and Exam Solutions
  • Software and Manuals
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    Last update: Dec. 2, 2008