A Historical Perspective on the Evolution of Executable Structures

by

Angeline, P., J.

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Info: Fundamenta Informaticae (Journal), 1998, p. 179-195
Keywords:genetic algorithms, genetic programming
Abstract:
Genetic programming [GP] (Koza 1992) is a method of inducing behaviors represented as executable programs. The generality of the approach has spawned a proliferation of work in the evolution of executable structures that is unmatched in the history of the subject. This paper describes the standard approach to genetic programming, [GP] as defined in Koza (1992), and then presents the significant studies that preceded its inception as well as the diversification of techniques evolving executable structures that is currently underway in the field.
Notes:
Special volume: Evolutionary Computation Also published in book form, see angeline:1999:hpees
URL(s):(G)zipped postscript
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BibTex:
@Article{angeline:1998:hpees,
  author =       "Peter J. Angeline",
  title =        "A Historical Perspective on the Evolution of
                 Executable Structures",
  journal =      "Fundamenta Informaticae",
  year =         "1998",
  volume =       "35",
  number =       "1--4",
  pages =        "179--195",
  month =        aug,
  email =        "angeline@natural-selection.com",
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "0169-2968",
  URL =          "http://www.natural-selection.com/people/pja/gphist.pdf",
  abstract =     "Genetic programming (Koza 1992) is a method of
                 inducing behaviors represented as executable programs.
                 The generality of the approach has spawned a
                 proliferation of work in the evolution of executable
                 structures that is unmatched in the history of the
                 subject. This paper describes the standard approach to
                 genetic programming, as defined in Koza (1992), and
                 then presents the significant studies that preceded its
                 inception as well as the diversification of techniques
                 evolving executable structures that is currently
                 underway in the field.",
  notes =        "Special volume: Evolutionary Computation

                 Also published in book form, see angeline:1999:hpees",
}