Towards Automatic Discovery and Reuse of Subroutines in Variable Size Genetic Network Programming

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@InProceedings{Li:2012:CECa,
  title =        "Towards Automatic Discovery and Reuse of Subroutines
                 in Variable Size Genetic Network Programming",
  author =       "Bing Li and Xianneng Li and Shingo Mabu and 
                 Kotaro Hirasawa",
  pages =        "485--492",
  booktitle =    "Proceedings of the 2012 IEEE Congress on Evolutionary
                 Computation",
  year =         "2012",
  editor =       "Xiaodong Li",
  month =        "10-15 " # jun,
  DOI =          "doi:10.1109/CEC.2012.6256512",
  size =         "8 pages",
  address =      "Brisbane, Australia",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, Genetic
                 Network Programming, Algorithms",
  abstract =     "This paper presents an algorithm to discover and reuse
                 subroutines in Variable Size Genetic Network
                 Programming (GNPvs) called Subroutine embedded GNPvs
                 (SGNPvs). GNPvs is a general type of GNP, which has a
                 direct graph representation with changeable size. In
                 order to improve the performance of GNPvs, SGNPvs has
                 been proposed, in which a subroutine mechanism has been
                 introduced to GNPvs by module acquisition. In SGNPvs,
                 useful subgraphs are extracted and reused for
                 individuals. Through extracting new subroutines to
                 replace the old subroutines, SGNPvs can evolve the
                 subroutines as well as evolve the individuals. The
                 simulation results verify the performance of SGNPvs on
                 a well-known dynamic multi-agent test bed --
                 Tileworld.",
  notes =        "WCCI 2012. CEC 2012 - A joint meeting of the IEEE, the
                 EPS and the IET.",
}

Genetic Programming entries for Bing Li Xianneng Li Shingo Mabu Kotaro Hirasawa

Citations