An investigation into the use of different search strategies with Grammatical Evolution

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

@InProceedings{osullivan:2002:EuroGP,
  title =        "An investigation into the use of different search
                 strategies with Grammatical Evolution",
  author =       "John O'Sullivan and Conor Ryan",
  editor =       "James A. Foster and Evelyne Lutton and 
                 Julian Miller and Conor Ryan and Andrea G. B. Tettamanzi",
  booktitle =    "Genetic Programming, Proceedings of the 5th European
                 Conference, EuroGP 2002",
  volume =       "2278",
  series =       "LNCS",
  pages =        "268--277",
  publisher =    "Springer-Verlag",
  address =      "Kinsale, Ireland",
  publisher_address = "Berlin",
  month =        "3-5 " # apr,
  year =         "2002",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  ISBN =         "3-540-43378-3",
  DOI =          "doi:10.1007/3-540-45984-7_26",
  abstract =     "We present an investigation into the performance of
                 Grammatical Evolution using a number of different
                 search strategies, Simulated Annealing, Hill Climbing,
                 Random Search and Genetic Algorithms. Comparative
                 results on three different problems are examined. We
                 analyse the nature of the search spaces presented by
                 these problems and offer an explanation for the
                 contrasting performance of each of the search
                 strategies. Our results show that Genetic Algorithms
                 provide a consistent level of performance across all
                 three problems successfully coping with sensitivity of
                 the system to discrete changes in the selection of
                 productions from the associated grammar.",
  notes =        "EuroGP'2002, part of \cite{lutton:2002:GP}",
}

Genetic Programming entries for John O'Sullivan Conor Ryan

Citations