Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach

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

@InProceedings{Villegas-Cortez:2010:EvoIASP,
  author =       "Juan Villegas-Cortez and Gustavo Olague and 
                 Juan Humberto {Sossa Azuela} and Carlos Aviles-Cruz and 
                 Andres Ferreyra",
  title =        "Automatic Synthesis of Associative Memories through
                 Genetic Programming: A First Co-evolutionary Approach",
  booktitle =    "EvoIASP",
  year =         "2010",
  editor =       "Cecilia {Di Chio} and Stefano Cagnoni and 
                 Carlos Cotta and Marc Ebner and Aniko Ekart and 
                 Anna I. Esparcia-Alcazar and Chi-Keong Goh and 
                 Juan J. Merelo and Ferrante Neri and Mike Preuss and 
                 Julian Togelius and Georgios N. Yannakakis",
  volume =       "6024",
  series =       "LNCS",
  pages =        "344--351",
  address =      "Istanbul",
  month =        "7-9 " # apr,
  organisation = "EvoStar",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-642-12238-5",
  URL =          "http://dx.doi.org/10.1007/978-3-642-12239-2_36",
  DOI =          "doi:10.1007/978-3-642-12239-2_36",
  size =         "8 pages",
  abstract =     "Associative Memories (AMs) are mathematical structures
                 specially designed to associate input patterns with
                 output patterns within a single stage. Since the last
                 fifty years all reported AMs have been manually
                 designed. The paper describes a Genetic Programming
                 based methodology able to create a process for the
                 automatic synthesis of AMs. It paves a new area of
                 research that permits for the first time to propose new
                 AMs for solving specific problems. In order to test our
                 methodology we study the application of AMs for real
                 value patterns. The results illustrate that it is
                 possible to automatically generate AMs that achieve
                 good recall performance for problems commonly used in
                 pattern recognition research.",
  notes =        "EvoIASP'2010 held in conjunction with EuroGP'2010
                 EvoCOP2010 EvoBIO2010",
  bibdate =      "2010-04-12",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/evoW/evoappl2010-1.html#Villegas-CortezOASF10",
  affiliation =  "Departamento de Electronica, Universidad Autonoma
                 Metropolitana - Azcapotzalco, Av. San Pablo 180 Col.
                 Reynosa, 02200 Mexico, D.F., Mexico",
}

Genetic Programming entries for Juan Villegas-Cortez Gustavo Olague Juan Humberto Sossa Azuela Carlos Aviles-Cruz Andres Ferreyra

Citations