Asynchronous Evaluation based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and its Application

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

@InProceedings{harada:2013:EuroGP,
  author =       "Tomohiro Harada and Keiki Takadama",
  title =        "Asynchronous Evaluation based Genetic Programming:
                 Comparison of Asynchronous and Synchronous Evaluation
                 and its Application",
  booktitle =    "Proceedings of the 16th European Conference on Genetic
                 Programming, EuroGP 2013",
  year =         "2013",
  month =        "3-5 " # apr,
  editor =       "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and 
                 A. Sima Uyar and Bin Hu",
  series =       "LNCS",
  volume =       "7831",
  publisher =    "Springer Verlag",
  address =      "Vienna, Austria",
  pages =        "241--252",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-37206-3",
  DOI =          "doi:10.1007/978-3-642-37207-0_21",
  abstract =     "This paper compares an asynchronous evaluation based
                 GP with a synchronous evaluation based GP to
                 investigate the evolution ability of an asynchronous
                 evaluation on the GP domain. As an asynchronous
                 evaluation based GP, this paper focuses on Tierra-based
                 Asynchronous GP we have proposed, which is based on a
                 biological evolution simulator, Tierra. The intensive
                 experiment compares TAGP with simple GP by applying
                 them to a symbolic regression problem, and it is
                 revealed that an asynchronous evaluation based GP has
                 better evolution ability than a synchronous one.",
  notes =        "Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in
                 conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013
                 and EvoApplications2013",
}

Genetic Programming entries for Tomohiro Harada Keiki Takadama

Citations