Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees

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

@InProceedings{folino:2000:GPSAhmeDT,
  author =       "Gianluigi Folino and Clara Pizzuti and 
                 Giandomenico Spezzano",
  title =        "Genetic Programming and Simulated Annealing: A Hybrid
                 Method to Evolve Decision Trees",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'2000",
  year =         "2000",
  editor =       "Riccardo Poli and Wolfgang Banzhaf and 
                 William B. Langdon and Julian F. Miller and Peter Nordin and 
                 Terence C. Fogarty",
  volume =       "1802",
  series =       "LNCS",
  pages =        "294--303",
  address =      "Edinburgh",
  publisher_address = "Berlin",
  month =        "15-16 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming: Poster",
  ISBN =         "3-540-67339-3",
  URL =          "http://www.icar.cnr.it/pizzuti/eurogp00.ps",
  URL =          "http://citeseer.ist.psu.edu/326715.html",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=1802&spage=294",
  DOI =          "doi:10.1007/978-3-540-46239-2_22",
  size =         "11 pages",
  abstract =     "A method for the data mining task of data
                 classification, suitable to be implemented on massively
                 parallel architectures, is proposed. The method
                 combines genetic programming and simulated annealing to
                 evolve a population of decision trees. A cellular
                 automaton is used to realise a fine-grained parallel
                 implementation of genetic programming through the
                 diffusion model and the annealing schedule to decide
                 the acceptance of a new solution. Preliminary
                 experimental results, obtained by simulating the
                 behaviour of the cellular automaton on a sequential
                 machine, show significant better performances with
                 respect to C4.5.",
  notes =        "EuroGP'2000, part of \cite{poli:2000:GP}",
}

Genetic Programming entries for Gianluigi Folino Clara Pizzuti Giandomenico Spezzano

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