Human-competitive applications of genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InCollection{Koza:2003:aec,
  author =       "John R. Koza",
  title =        "Human-competitive applications of genetic
                 programming",
  booktitle =    "Advances in Evolutionary Computing: Theory and
                 Applications",
  publisher =    "Springer",
  year =         "2003",
  editor =       "Ashish Ghosh and Shigeyeoshi Tsutsui",
  pages =        "663--682",
  address =      "Berlin",
  email =        "john@johnkoza.com",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.genetic-programming.com/jkpdf/aec2003.pdf",
  size =         "20 pages",
  abstract =     "Genetic programming is an automatic technique for
                 producing a computer program that solves, or
                 approximately solves, a problem. This chapter reviews
                 several recent examples of human-competitive results
                 produced by genetic programming. The examples all
                 involve the automatic synthesis of a complex structure
                 from a high-level statement of the requirements for the
                 structure. The illustrative results include examples of
                 automatic synthesis of both the topology and sizing
                 (component values) for analog electrical circuits,
                 automatic synthesis of placement and routing (as well
                 as topology and sizing) for circuits, and automatic
                 synthesis of both the topology and tuning (parameter
                 values) of controllers.",
}

Genetic Programming entries for John Koza

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