Information transformation by virus-evolutionary genetic programming

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

@Article{Kubota:2000:ALRob,
  author =       "Naoyuki Kubota and Fumio Kojima and 
                 Setsuo Hashimoto and Toshio Fukuda",
  title =        "Information transformation by virus-evolutionary
                 genetic programming",
  journal =      "Artificial Life and Robotics",
  year =         "2000",
  volume =       "4",
  number =       "3",
  pages =        "171--174",
  month =        sep,
  keywords =     "genetic algorithms, genetic programming, Computational
                 intelligence, Classifier system",
  ISSN =         "1433-5298",
  URL =          "http://www.springerlink.com/content/k610733674621p83/fulltext.pdf",
  DOI =          "doi:10.1007/BF02481340",
  abstract =     "This paper deals with genetic programming (GP) for
                 information translation. The GP can generate a
                 structured computer program, but it is difficult to
                 define recursive functions automatically. Therefore, we
                 propose a virus-evolutionary genetic programming
                 (VE-GP) composed of two populations; host and virus.
                 Here, a virus plays the role of an automatically
                 defined function. First, the VE-GP is applied to a
                 function approximation problem, and the simulation
                 result shows that the VE-GP can generate a function to
                 approximate the given function with small errors. Next,
                 the VE-GP is applied to the information transformation
                 for a classification task, and the simulation result
                 shows that the VE-GP can generate a function to
                 classify a given data set.",
  notes =        "This work was presented in part at the Fourth
                 International Symposium on Artificial Life and
                 Robotics, Oita, Japan, January 19-22, 1999
                 \cite{kubota:1999:itveGP}

                 (1) Department of Human and Artificial Intelligent
                 Systems, Fukui University, 3-9-1 Bunkyo, 910-8507
                 Fukui, Japan (2) Graduate School of Science and
                 Technology, Division of System Function Science, Kobe
                 University, Kobe, Japan (3) Center for Cooperative
                 Research in Advanced Science and Technology, Nogoya
                 University, Nagoya, Japan",
}

Genetic Programming entries for Naoyuki Kubota Fumio Kojima Setsuo Hashimoto Toshio Fukuda

Citations