Evolving the Architecture of a Multi-Part Program in Genetic Programming Using Architecture-Altering Operations

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{koza:1995:ea,
  author =       "John R. Koza",
  title =        "Evolving the Architecture of a Multi-Part Program in
                 Genetic Programming Using Architecture-Altering
                 Operations",
  booktitle =    "Evolutionary Programming {IV} Proceedings of the
                 Fourth Annual Conference on Evolutionary Programming",
  year =         "1995",
  editor =       "John Robert McDonnell and Robert G. Reynolds and 
                 David B. Fogel",
  pages =        "695--717",
  address =      "San Diego, CA, USA",
  month =        "1-3 " # mar,
  publisher =    "MIT Press",
  keywords =     "genetic algorithms, genetic programming, ADF",
  ISBN =         "0-262-13317-2",
  URL =          "http://www.genetic-programming.com/jkpdf/ep1995.pdf",
  URL =          "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6300816",
  size =         "23 pages",
  abstract =     "This paper describes six new architecture-altering
                 operations that provide a way to dynamically determine
                 the architecture of a multi-part program during a run
                 of genetic programming. The new operations are
                 patterned after the naturally occurring operations of
                 gene duplication and gene deletion and are motivated by
                 Ohno's provocative book Evolution by Means of Gene
                 Duplication. The new operations are branch duplication,
                 argument duplication, branch creation, argument
                 creation, branch deletion, and argument deletion. These
                 operations dynamically change the architecture of
                 various programs during a run of genetic programming.
                 The new operations can also be interpreted as providing
                 an automated way to specialise and generalise programs.
                 The paper demonstrates that problems can be solved
                 while the architecture is being evolved.",
  notes =        "EP-95, Like \cite{koza:1994:aao}",
}

Genetic Programming entries for John Koza

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