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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@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