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EvolComput

This page contains resources about Genetic Algorithms and  Evolutionary Computation in general.

More specific information is included in each subfield.

Subfields and ConceptsEdit

See Category:Evolutionary Computation for some of  its subfields.

  • Genetic Algorithms

Online CoursesEdit

Video LecturesEdit


Lecture NotesEdit

BooksEdit

See also Bibliography

  • Goldberg, D. E. (1989). Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley.
  • Mitchell, T. M. (1997). "Chapter 9: Genetics Algorithms". Machine Learning. McGraw Hill.
  • Bäck, T., Fogel, D. B., & Michalewicz, Z. (Eds.). (2000). Evolutionary computation 1: Basic algorithms and operators (Vol. 1). CRC Press.
  • Bäck, T., Fogel, D. B., & Michalewicz, Z. (Eds.). (2000). Evolutionary computation 12: Advanced Algorithms and Operators (Vol. 2). Taylor & Francis.
  • Eiben, A. E., & Smith, J. E. (2003). Introduction to evolutionary computing. Springer Science & Business Media.
  • Haupt, R. L., & Haupt, S. E. (2004). Practical genetic algorithms. John Wiley & Sons.
  • Poli, R., Langdon, W. B., McPhee, N. F., & Koza, J. R. (2008). A field guide to genetic programming. Lulu.
  • Sivanandam, S. N., & Deepa, S. N. (2008). Introduction to genetic algorithms. Springer.

SoftwareEdit

See alsoEdit

Other ResourcesEdit