Evolution and Acquisition of Modules in Cartesian Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4340

  author =       "James Alfred Walker and Julian Francis Miller",
  title =        "Evolution and Acquisition of Modules in Cartesian
                 Genetic Programming",
  booktitle =    "Genetic Programming 7th European Conference, EuroGP
                 2004, Proceedings",
  year =         "2004",
  editor =       "Maarten Keijzer and Una-May O'Reilly and 
                 Simon M. Lucas and Ernesto Costa and Terence Soule",
  volume =       "3003",
  series =       "LNCS",
  pages =        "187--197",
  address =      "Coimbra, Portugal",
  publisher_address = "Berlin",
  month =        "5-7 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming",
  ISBN =         "3-540-21346-5",
  URL =          "http://www.elec.york.ac.uk/intsys/users/jfm7/eurogp2004.pdf",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=187",
  DOI =          "doi:10.1007/978-3-540-24650-3_17",
  abstract =     "We present automatic module acquisition and evolution
                 within the graph based Cartesian Genetic Programming
                 method. The method has been tested on a set of even
                 parity problems and compared with Cartesian Genetic
                 Programming without modules. Results are given that
                 show that the new modular method evolves solutions up
                 to 20 times quicker than the original non-modular
                 method and that the speedup is more pronounced on
                 larger problems. Analysis of some of the evolved
                 modules shows that often they are lower order parity
                 functions. Prospects for further improvement of the
                 method are discussed.",
  notes =        "Part of \cite{keijzer:2004:GP} EuroGP'2004 held in
                 conjunction with EvoCOP2004 and EvoWorkshops2004",

Genetic Programming entries for James Alfred Walker Julian F Miller