Biomimetic Representation with Genetic Programming Enzyme

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

@Article{lones:2002:GPEM,
  author =       "Michael A. Lones and Andy M. Tyrrell",
  title =        "Biomimetic Representation with Genetic Programming
                 Enzyme",
  journal =      "Genetic Programming and Evolvable Machines",
  year =         "2002",
  volume =       "3",
  number =       "2",
  pages =        "193--217",
  month =        jun,
  keywords =     "genetic algorithms, genetic programming, biomimetic
                 representation",
  ISSN =         "1389-2576",
  URL =          "http://www.kluweronline.com/issn/1389-2576/current",
  DOI =          "doi:10.1023/A:1015583926171",
  abstract =     "The standard parse tree representation of genetic
                 programming, while a good choice from a generative
                 viewpoint, does not capture the variational demands of
                 evolution. This paper addresses the issue of whether
                 representations in genetic programming might be
                 improved by mimicry of biological behaviors,
                 particularly those thought to be important in the
                 evolution of metabolic pathways, computational
                 structures of the cell. This issue is broached through
                 a presentation of enzyme genetic programming, a form of
                 genetic programming which uses a biomimetic
                 representation. Evaluation upon problems in
                 combinational logic design does not show any
                 significant performance advantage over other
                 approaches, though does demonstrate a number of
                 interesting behaviors including the preclusion of
                 bloat.",
  notes =        "Special issue on Gene Expression
                 \cite{Kargupta:2002:GPEM}

                 Title of paper should be {"}Biomimetic Representation
                 with Enzyme Genetic Programming{"} Also see paper in
                 WCCI 2002. This article subsumes \cite{LonTyr01},
                 \cite{lones:2001:brgp} and
                 \cite{lones:2001:pgp}

                 Article ID: 408588

                 cf. Genetic Programming and Evolvable Machines, 3, 315,
                 2002 Erratum The Publisher apologizes for a misprint
                 that appeared in Genetic Programming and Evolvable
                 Machines, volume 3, number 2.The correct title of the
                 article by Michael A. Lones and Andy M. Tyrrell, pages
                 193-217, is 'Biomimetic Representation with Enzyme
                 Genetic Programming'.",
}

Genetic Programming entries for Michael A Lones Andrew M Tyrrell

Citations