Bayesian Training of Neural Networks Using Genetic Programming

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

@InProceedings{Marwala:2006:CEC,
  author =       "Tshilidzi Marwala",
  title =        "Bayesian Training of Neural Networks Using Genetic
                 Programming",
  booktitle =    "Proceedings of the 2006 IEEE Congress on Evolutionary
                 Computation",
  year =         "2006",
  editor =       "Gary G. Yen and Lipo Wang and Piero Bonissone and 
                 Simon M. Lucas",
  pages =        "7013--7017",
  address =      "Vancouver",
  month =        "6-21 " # jul,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7803-9487-9",
  DOI =          "doi:10.1109/IJCNN.2006.247374",
  size =         "5 pages",
  abstract =     "Bayesian neural networks trained using Markov chain
                 Monte Carlo (MCMC) and genetic programming in binary
                 space within Metropolis framework is proposed. It is
                 tested and compared to classical MCMC method and is
                 observed to give better results than classical
                 approach.",
  notes =        "WCCI 2006 - A joint meeting of the IEEE, the EPS, and
                 the IEE.

                 IEEE Catalog Number: 06TH8846D",
}

Genetic Programming entries for Tshilidzi Marwala

Citations