A Self-Adaptive Mate Selection Model for Genetic Programming

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

@InProceedings{fry:2005:CEC,
  author =       "Rodney Fry and Stephen L. Smith and Andy M. Tyrrell",
  title =        "A Self-Adaptive Mate Selection Model for Genetic
                 Programming",
  booktitle =    "Proceedings of the 2005 IEEE Congress on Evolutionary
                 Computation",
  year =         "2005",
  editor =       "David Corne and Zbigniew Michalewicz and 
                 Marco Dorigo and Gusz Eiben and David Fogel and Carlos Fonseca and 
                 Garrison Greenwood and Tan Kay Chen and 
                 Guenther Raidl and Ali Zalzala and Simon Lucas and Ben Paechter and 
                 Jennifier Willies and Juan J. Merelo Guervos and 
                 Eugene Eberbach and Bob McKay and Alastair Channon and 
                 Ashutosh Tiwari and L. Gwenn Volkert and 
                 Dan Ashlock and Marc Schoenauer",
  volume =       "3",
  pages =        "2707--2714",
  address =      "Edinburgh, UK",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "2-5 " # sep,
  organisation = "IEEE Computational Intelligence Society, Institution
                 of Electrical Engineers (IEE), Evolutionary Programming
                 Society (EPS)",
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7803-9363-5",
  DOI =          "doi:10.1109/CEC.2005.1555034",
  abstract =     "This paper documents new extensions to the selection
                 model in genetic programming, designed to be analogous
                 to the more complex behaviour of selection in natural
                 evolution. Specifically, a negative assortative mating
                 scheme is presented in conjunction with a model of
                 psychological evolution, allowing the mating strategy
                 to change throughout the evolutionary process. Results
                 show that self-adaptive mate selection accelerates
                 evolution for several well known test problems.",
  notes =        "CEC2005 - A joint meeting of the IEEE, the IEE, and
                 the EPS.

                 edit-distance, 4th and 7th order polynomials in one
                 variable, exx+xpi, max problem

                 150 runs needed to find statistical effect.

                 ",
}

Genetic Programming entries for Rodney Fry Stephen L Smith Andrew M Tyrrell

Citations