Usage of Frequently Used Node in Variable Size Genetic Network Programming

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

@InProceedings{Li:2013:SMC,
  author =       "Bing Li and Shanqing Yu and Kotaro Hirasawa",
  title =        "Usage of Frequently Used Node in Variable Size Genetic
                 Network Programming",
  booktitle =    "IEEE International Conference on Systems, Man, and
                 Cybernetics (SMC 2013)",
  year =         "2013",
  month =        oct,
  pages =        "174--179",
  keywords =     "genetic algorithms, genetic programming, Genetic
                 Network Programming, Variable size, Generalisation,
                 Tile-world",
  DOI =          "doi:10.1109/SMC.2013.37",
  abstract =     "This paper describes a kind of replacement mechanism
                 which improves the generalisation ability of Variable
                 Size Genetic Network Programming (GNPvs). GNPvs is an
                 extension of Genetic Network Programming (GNP), which
                 has changeable number of nodes. Inspired by the theory
                 of Evolution by Gene Duplication, the non-frequently
                 used nodes are replaced with the frequently used nodes
                 in the proposed method, which can make the individual
                 survive under the selection pressure as usual, but
                 eventually might accumulate mutations that produce new
                 features of individuals for adapting new environments.
                 The effectiveness of the proposed method is verified by
                 comparing with the performance of GNPvs and GNP on a
                 well-known dynamic multi-agent test bed - Tile world.",
  notes =        "Also known as \cite{6721790}",
}

Genetic Programming entries for Bing Li Shanqing Yu Kotaro Hirasawa

Citations