A New, Node-Focused Model for Genetic Programming

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

@InProceedings{jackson:2012:EuroGP,
  author =       "David Jackson",
  title =        "A New, Node-Focused Model for Genetic Programming",
  booktitle =    "Proceedings of the 15th European Conference on Genetic
                 Programming, EuroGP 2012",
  year =         "2012",
  month =        "11-13 " # apr,
  editor =       "Alberto Moraglio and Sara Silva and 
                 Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
  series =       "LNCS",
  volume =       "7244",
  publisher =    "Springer Verlag",
  address =      "Malaga, Spain",
  pages =        "49--60",
  organisation = "EvoStar",
  isbn13 =       "978-3-642-29138-8",
  DOI =          "doi:10.1007/978-3-642-29139-5_5",
  size =         "12 pages",
  keywords =     "genetic algorithms, genetic programming, Graph-based
                 representation",
  abstract =     "We introduce Single Node Genetic Programming (SNGP), a
                 new graph-based model for genetic programming in which
                 every individual in the population consists of a single
                 program node. Function operands are other individuals,
                 meaning that the graph structure is imposed externally
                 on the population as a whole, rather than existing
                 within its members. Evolution is via a hill-climbing
                 mechanism using a single reversible operator.
                 Experimental results indicate substantial improvements
                 over conventional GP in terms of solution rates,
                 efficiency and program sizes.",
  notes =        "

                 SNGP, 6-mux, parity, symbolic regression.

                 Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in
                 conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012
                 and EvoApplications2012",
}

Genetic Programming entries for David Jackson

Citations