Investigating the Influence of Depth and Degree of Genotypic Change on Fitness in Genetic Programming

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

@InProceedings{igel:1999:IIDDGCFGP,
  author =       "Christian Igel and Kumar Chellapilla",
  title =        "Investigating the Influence of Depth and Degree of
                 Genotypic Change on Fitness in Genetic Programming",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "1061--1068",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-611-4",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-422.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-422.ps",
  abstract =     "In this paper we investigate the influence of (a) the
                 amount of variation generated in the genotype and (b)
                 the depth of application of variation operators on the
                 offspring fitness in genetic programming. Simulation
                 results on three common test problems indicate that for
                 certain features of the fitness distribution the
                 location of the variation may play as important a role
                 as the choice of the applied operators.",
  notes =        "GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference
                 (GP-99)

                 Errata: We thought of binary trees when the second
                 paragraph on the second page (i.e. 1062) was
                 written...",
}

Genetic Programming entries for Christian Igel Kumar Chellapilla

Citations