Comparing hybrid systems to design and optimize artificial neural networks

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

@InProceedings{castillo:2004:eurogp,
  author =       "Pedro A. Castillo and Maribel G. Arenas and 
                 J. J. Merelo and Gustavo Romero and Fatima Rateb and 
                 Alberto Prieto",
  title =        "Comparing hybrid systems to design and optimize
                 artificial neural networks",
  booktitle =    "Genetic Programming 7th European Conference, EuroGP
                 2004, Proceedings",
  year =         "2004",
  editor =       "Maarten Keijzer and Una-May O'Reilly and 
                 Simon M. Lucas and Ernesto Costa and Terence Soule",
  volume =       "3003",
  series =       "LNCS",
  pages =        "240--249",
  address =      "Coimbra, Portugal",
  publisher_address = "Berlin",
  month =        "5-7 " # apr,
  organisation = "EvoNet",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming: Poster",
  ISBN =         "3-540-21346-5",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=3003&spage=240",
  DOI =          "doi:10.1007/978-3-540-24650-3_22",
  abstract =     "We conduct a comparative study between hybrid methods
                 to optimise multi-layer perceptrons: a model that
                 optimises the architecture and initial weights of multi
                 layer perceptrons; a parallel approach to optimise the
                 architecture and initial weights of multilayer
                 perceptrons; a method that searches for the parameters
                 of the training algorithm, and an approach for
                 cooperative co-evolutionary optimisation of multi layer
                 perceptrons. Obtained results show that a
                 co-evolutionary model obtains similar or better results
                 than specialised approaches, needing much less training
                 epochs and thus using much less simulation time.",
  notes =        "Part of \cite{keijzer:2004:GP} EuroGP'2004 held in
                 conjunction with EvoCOP2004 and EvoWorkshops2004",
}

Genetic Programming entries for Pedro A Castillo Valdivieso Maribel Garcia Arenas Juan Julian Merelo Gustavo Romero Fatima Rateb Alberto Prieto Espinosa

Citations