A Comparison between Cellular Encoding and Direct Encoding for Genetic Neural Networks

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

@InProceedings{gruau:1996:ceVdeGNN,
  author =       "Frederic Gruau and Darrell Whitley and Larry Pyeatt",
  title =        "A Comparison between Cellular Encoding and Direct
                 Encoding for Genetic Neural Networks",
  booktitle =    "Genetic Programming 1996: Proceedings of the First
                 Annual Conference",
  editor =       "John R. Koza and David E. Goldberg and 
                 David B. Fogel and Rick L. Riolo",
  year =         "1996",
  month =        "28--31 " # jul,
  keywords =     "genetic algorithms, genetic programming",
  pages =        "81--89",
  address =      "Stanford University, CA, USA",
  publisher =    "MIT Press",
  URL =          "http://www.cs.colostate.edu/~genitor/1996/gp96.ps.gz",
  size =         "9 pages",
  abstract =     "This paper compares the efficiency of two encoding
                 schemes for Artificial Neural Networks optimised by
                 evolutionary algorithms. Direct Encoding encodes the
                 weights for an a priori fixed neural network
                 architecture. Cellular Encoding encodes both weights
                 and the architecture of the neural network. In previous
                 studies, Direct Encoding and Cellular Encoding have
                 been used to create neural networks for balancing 1 and
                 2 poles attached to a cart on a fixed track. The poles
                 are balanced...",
  URL =          "http://cognet.mit.edu/sites/default/files/books/9780262315876/pdfs/9780262315876_chap10.pdf",
  URL =          "http://cognet.mit.edu/library/books/view?isbn=0262611279",
  notes =        "See also \cite{HeidrichMeisner2009152}. GP-96",
}

Genetic Programming entries for Frederic Gruau L Darrell Whitley Larry Pyeatt

Citations