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An Island Grouping Genetic Algorithm for Fuzzy Partitioning Problems

This paper presents a novel fuzzy clustering technique based on grouping genetic algorithms (GGAs), which are a class of evolutionary algorithms especially modified to tackle grouping problems. Our approach hinges on a GGA devised for fuzzy clustering by means of a novel encoding of individuals (con...

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Detalles Bibliográficos
Autores principales: Salcedo-Sanz, S., Del Ser, J., Geem, Z. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4055530/
https://www.ncbi.nlm.nih.gov/pubmed/24977235
http://dx.doi.org/10.1155/2014/916371