Control of bloat in Genetic Programming by means of the Island Model

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

@InProceedings{Fernandez:PPSN:2004,
  author =       "Francisco Fernandez-de-Vega and German Galeano Gil and 
                 Juan Antonio Gomez Pulido and Jose Luis Guisado",
  title =        "Control of bloat in Genetic Programming by means of
                 the Island Model",
  booktitle =    "Parallel Problem Solving from Nature - PPSN VIII",
  year =         "2004",
  editor =       "Xin Yao and Edmund Burke and Jose A. Lozano and 
                 Jim Smith and Juan J. Merelo-Guerv\'os and 
                 John A. Bullinaria and Jonathan Rowe and 
                 Peter Ti\v{n}o Ata Kab\'an and Hans-Paul Schwefel",
  volume =       "3242",
  pages =        "263--271",
  series =       "LNCS",
  address =      "Birmingham, UK",
  publisher_address = "Berlin",
  month =        "18-22 " # sep,
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-23092-0",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3242&spage=263",
  DOI =          "doi:10.1007/b100601",
  abstract =     "a new proposal for reducing bloat in Genetic
                 Programming. This proposal is based in a well-known
                 parallel evolutionary model: the island model. We
                 firstly describe the theoretical motivation for this
                 new approach to the bloat problem, and then we present
                 a set of experiments that gives us evidence of the
                 findings extracted from the theory. The experiments
                 have been performed on a representative problem
                 extracted from the GP field: the even parity 5 problem.
                 We analyse the evolution of bloat employing different
                 settings for the parameters employed. The conclusion is
                 that the Island Model helps to prevent the bloat
                 phenomenon.",
  notes =        "PPSN-VIII",
}

Genetic Programming entries for Francisco Fernandez de Vega German Galeano Juan Antonio Gomez Jose Luis Guisado

Citations