Evolutionary Discovery of Learning Rules for Feedforward Neural Networks with Step Activation Function

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

@InProceedings{radi:1999:EDLRFNNSAF,
  author =       "Amr Radi and Riccardo Poli",
  title =        "Evolutionary Discovery of Learning Rules for
                 Feedforward Neural Networks with Step Activation
                 Function",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference",
  year =         "1999",
  editor =       "Wolfgang Banzhaf and Jason Daida and 
                 Agoston E. Eiben and Max H. Garzon and Vasant Honavar and 
                 Mark Jakiela and Robert E. Smith",
  volume =       "2",
  pages =        "1178--1183",
  address =      "Orlando, Florida, USA",
  publisher_address = "San Francisco, CA 94104, USA",
  month =        "13-17 " # jul,
  publisher =    "Morgan Kaufmann",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "1-55860-611-4",
  URL =          "http://citeseer.ist.psu.edu/329940.html",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-428.attempt2.pdf",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-428.attempt2.ps",
  abstract =     "Neural networks with step activation function can be
                 very efficient ways of performing non linear mappings.
                 However, no standard learning algorithm exists for
                 training this kind of neural networks. In this work we
                 use Genetic Programming (GP) to discover supervised
                 learning algorithms which can train neural networks
                 with step activation function. Thanks to GP, a new
                 learning algorithm has been discovered which has been
                 shown to provide good performance.",
  notes =        "GECCO-99 A joint meeting of the eighth international
                 conference on genetic algorithms (ICGA-99) and the
                 fourth annual genetic programming conference (GP-99)",
}

Genetic Programming entries for Amr Mohamed Mahmoud Khairat Radi Riccardo Poli

Citations