On the Impact of the Representation on Fitness Landscapes

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Paul Albuquerque and Bastien Chopard and 
                 Christian Mazza and Marco Tomassini",
  title =        "On the Impact of the Representation on Fitness
  booktitle =    "Genetic Programming, Proceedings of EuroGP'2000",
  year =         "2000",
  editor =       "Riccardo Poli and Wolfgang Banzhaf and 
                 William B. Langdon and Julian F. Miller and Peter Nordin and 
                 Terence C. Fogarty",
  volume =       "1802",
  series =       "LNCS",
  pages =        "1--15",
  address =      "Edinburgh",
  publisher_address = "Berlin",
  month =        "15-16 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-67339-3",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=1802&spage=1",
  DOI =          "doi:10.1007/978-3-540-46239-2_1",
  abstract =     "In this paper we study the role of program
                 representation on the properties of a type of Genetic
                 Programming (GP) algorithm. In a specific case, which
                 we believe to be generic of standard GP, we show that
                 the way individuals are coded is an essential concept
                 which impacts the fitness landscape. We give evidence
                 that the ruggedness of the landscape affects the
                 behavior of the algorithm and we find that, below a
                 critical population, whose size is
                 representation-dependent, premature convergence
  notes =        "EuroGP'2000, part of \cite{poli:2000:GP}",

Genetic Programming entries for Paul Albuquerque Bastien Chopard Christian Mazza Marco Tomassini