Memorias de investigación
Artículos en revistas:
A new initialization procedure for the distributed estimation of distribution algorithms
Año:2010
Áreas de investigación
  • Inteligencia artificial
Datos
Descripción
Estimation of distribution algorithms (EDAs) are one of the most promising paradigms in today¿s evolutionary computation. In this field, there has been an incipient activity in the so-called parallel estimation of distribution algorithms (pEDAs). One of these approaches is the distributed estimation of distribution algorithms (dEDAs). This paper introduces a new initialization mechanism for each of the populations of the islands based on the Voronoi cells. To analyze the results, a series of different experiments using the benchmark suite for the special session on Real-parameter Optimization of the IEEE CEC 2005 conference has been carried out. The results obtained suggest that the Voronoi initialization method considerably improves the performance obtained from a traditional uniform initialization.
Internacional
Si
JCR del ISI
Si
Título de la revista
SOFT COMPUTING
ISSN
1432-7643
Factor de impacto JCR
1,328
Información de impacto
Volumen
15
DOI
10.1007/s00500-010-0603-1
Número de revista
4
Desde la página
713
Hasta la página
720
Mes
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Participantes
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: COMPUTATIONAL INTELLIGENCE GROUP
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB