Foundations of Genetic Programming

Released on by William B. Langdon
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  • Foundations of Genetic Programming Book Detail

  • Author : William B. Langdon
  • Release Date : 2013-03-09
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 265
  • ISBN 13 : 3662047268
  • File Size : 43,43 MB
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Foundations of Genetic Programming by William B. Langdon PDF Summary

Book Description: This is one of the only books to provide a complete and coherent review of the theory of genetic programming (GP). In doing so, it provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques.

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Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automat