Improved Particle Swarm Optimization with a Collective Local Unimodal Search for Continuous Optimization Problems

A new local search technique is proposed and used to improve the performance of particle swarm optimization algorithms by addressing the problem of premature convergence. In the proposed local search technique, a potential particle position in the solution search space is collectively constructed by...

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Detalles Bibliográficos
Autores principales: Arasomwan, Martins Akugbe, Adewumi, Aderemi Oluyinka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3956635/
https://www.ncbi.nlm.nih.gov/pubmed/24723827
http://dx.doi.org/10.1155/2014/798129

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