A Controlled Genetic Programming Approach for the Deceptive Domain

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

@Article{korkmaz:cgpa,
  author =       "Emin Erkan Korkmaz and Gokturk Ucoluk",
  title =        "A Controlled Genetic Programming Approach for the
                 Deceptive Domain",
  journal =      "IEEE Transactions on Systems, Man and Cybernetics,
                 Part B",
  volume =       "34",
  number =       "4",
  month =        aug,
  year =         "2004",
  pages =        "1730--1742",
  ISSN =         "1083-4419",
  keywords =     "genetic algorithms, genetic programming, decision
                 trees, genetic algorithms, tree searching, deceptive
                 domain problem, genetic programming, genetic search,
                 global information extraction, recombination process,
                 Crossover, GP, deceptive problems, epistasis",
  URL =          "http://cse.yeditepe.edu.tr/~ekorkmaz/publication/IEEE2002.ps",
  DOI =          "doi:10.1109/TSMCB.2004.828590",
  language =     "en",
  oai =          "oai:CiteSeerXPSU:10.1.1.147.2543",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.147.2543",
  URL =          "http://www.ceng.metu.edu.tr/~ucoluk/research/publications/controledGP.pdf",
  abstract =     "Traditional genetic programming (GP) randomly combines
                 subtrees by applying crossover. There is a growing
                 interest in methods that can control such recombination
                 operations in order to achieve faster convergence. In
                 this paper, a new approach is presented for guiding the
                 recombination process for genetic programming. The
                 method is based on extracting the global information of
                 the promising solutions that appear during the genetic
                 search. The aim is to use this information to control
                 the crossover operation afterwards. A separate control
                 module is used to process the collected information.
                 This module guides the search process by sending
                 feedback to the genetic engine about the consequences
                 of possible recombination alternatives.",
  notes =        "INSPEC Accession Number:8111580 PMID: 15462440",
}

Genetic Programming entries for Erkan Korkmaz Gokturk Ucoluk

Citations