Running Genetic Programming Backward

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

@InCollection{poli:2005:GPTP,
  author =       "Riccardo Poli and William B. Langdon",
  title =        "Running Genetic Programming Backward",
  booktitle =    "Genetic Programming Theory and Practice {III}",
  year =         "2005",
  editor =       "Tina Yu and Rick L. Riolo and Bill Worzel",
  volume =       "9",
  series =       "Genetic Programming",
  chapter =      "9",
  pages =        "125--140",
  address =      "Ann Arbor",
  month =        "12-14 " # may,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-387-28110-X",
  URL =          "http://www.cs.essex.ac.uk/staff/poli/papers/GPTP2005.pdf",
  DOI =          "doi:10.1007/0-387-28111-8_9",
  size =         "16 pages",
  abstract =     "Backward chaining evolutionary algorithms (BC-EA)
                 offer the prospect of runtime efficiency savings by
                 reducing the number of fitness evaluations without
                 significantly changing the course of genetic algorithm
                 (GA) or genetic programming (GP) runs.
                 poli05:_tourn_selec_iterat_coupon_probl described how
                 BC-EA does this by avoiding the generation and
                 evaluation of individuals which never appear in
                 selection tournaments. (Poli,2005) suggested the
                 largest savings occur in very large populations, short
                 runs and small tournament sizes. It gave some evidence
                 of the actual savings in fixed-length binary GAs. Here
                 we provide a generational GP implementation of BC-EA
                 and empirically investigate its efficiency, in terms of
                 both fitness evaluations and effectiveness, with
                 mutation and two offspring crossover.",
  notes =        "part of \cite{yu:2005:GPTP} Published Jan 2006 after
                 the workshop

                 See also \cite{CSM-425}",
}

Genetic Programming entries for Riccardo Poli William B Langdon

Citations