Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming

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

@InProceedings{fernandez:2001:EuroGP,
  author =       "Francisco Fernandez and Marco Tomassini and 
                 Leonardo Vanneschi",
  title =        "Studying the Influence of Communication Topology and
                 Migration on Distributed Genetic Programming",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'2001",
  year =         "2001",
  editor =       "Julian F. Miller and Marco Tomassini and 
                 Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and 
                 William B. Langdon",
  volume =       "2038",
  series =       "LNCS",
  pages =        "51--63",
  address =      "Lake Como, Italy",
  publisher_address = "Berlin",
  month =        "18-20 " # apr,
  organisation = "EvoNET",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming, Distributed
                 Genetic Programming, Parallelism, Multipopulation
                 structures, Parallel evolutionary algorithms",
  ISBN =         "3-540-41899-7",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=51",
  DOI =          "doi:10.1007/3-540-45355-5_5",
  size =         "13 pages",
  abstract =     "In this paper we present a systematic experimental
                 study of some of the parameters influencing parallel
                 and distributed genetic programming (PADGP) by using
                 three benchmark problems. We first present results on
                 the system's communication topology and then we study
                 the parameters governing individual migration between
                 subpopulations: the number of individuals sent and the
                 frequency of exchange. Our results suggest that fitness
                 evolution is more sensitive to the migration factor
                 than the communication topology.",
  notes =        "EuroGP'2001, part of \cite{miller:2001:gp}",
}

Genetic Programming entries for Francisco Fernandez de Vega Marco Tomassini Leonardo Vanneschi

Citations