Incremental Evolution in Genetic Programming

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

@InProceedings{winkeler:1998:ieGP,
  author =       "Jay F. Winkeler and B. S. Manjunath",
  title =        "Incremental Evolution in Genetic Programming",
  booktitle =    "Genetic Programming 1998: Proceedings of the Third
                 Annual Conference",
  year =         "1998",
  editor =       "John R. Koza and Wolfgang Banzhaf and 
                 Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and 
                 David B. Fogel and Max H. Garzon and 
                 David E. Goldberg and Hitoshi Iba and Rick Riolo",
  pages =        "403--411",
  address =      "University of Wisconsin, Madison, Wisconsin, USA",
  publisher_address = "San Francisco, CA, USA",
  month =        "22-25 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-548-7",
  URL =          "http://vision.ece.ucsb.edu/publications/98GP.pdf",
  size =         "9 pages",
  abstract =     "This paper presents a study of different methods of
                 using incremental evolution with genetic programming.
                 Incremental evolution begins with a population already
                 trained for a simpler but related task. No other
                 systematic study of this method seems to be available.
                 Experimental evidence shows the technique provides a
                 dependable means of speeding up the solution of complex
                 problems with genetic programming. A novel approach
                 that protects against poor choices of problem
                 simplifications is proposed, improving performance.
                 Testing performed on tracking problems of multiple
                 stages is analysed.",
  notes =        "GP-98",
}

Genetic Programming entries for Jay F Winkeler B S Manjunath

Citations