Movement of Flocked Subpopulations in Distributed Genetic Programming

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

  author =       "Giedrius Paulikas and Dalius Rubliauskas",
  title =        "Movement of Flocked Subpopulations in Distributed
                 Genetic Programming",
  journal =      "Information Technology and Control",
  year =         "2005",
  volume =       "34",
  number =       "4",
  pages =        "338--344",
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "1392-124X",
  URL =          "",
  size =         "7 pages",
  bibsource =    "OAI-PMH server at",
  contributor =  "CiteSeerX",
  language =     "en",
  oai =          "oai:CiteSeerXPSU:",
  URL =          "",
  URL =          "",
  URL =          "",
  abstract =     "The rules of swarming intelligence can be applied to
                 govern migration in the distributed genetic programming
                 (DGP) algorithm, but they require modifications.
                 Initial rules are taken from the flocking algorithm and
                 adapted for DGP. As the rule for the alignment of
                 direction is completely discarded and the remaining
                 rules operate on implicit data of subpopulation
                 locations, the resulting joint search technique must be
                 reevaluated. This article presents the pragmatic
                 coupling of flocking and DGP algorithms. The experiment
                 of visualizing the movement of DGP subpopulations
                 through the search space provides a graphic overview of
                 the behaviour of DGP subpopulations. The results
                 confirm a typical influence of the modified flocking
                 rules to the flockmates represented by the
  notes =        " Kaunas, Technologija",

Genetic Programming entries for Giedrius Paulikas Dalius Rubliauskas