Convergence Analysis of Particle Swarm Optimizer and Its Improved Algorithm Based on Velocity Differential Evolution

This paper presents an analysis of the relationship of particle velocity and convergence of the particle swarm optimization. Its premature convergence is due to the decrease of particle velocity in search space that leads to a total implosion and ultimately fitness stagnation of the swarm. An improv...

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Detalles Bibliográficos
Autores principales: Ye, Hongtao, Luo, Wenguang, Li, Zhenqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3773995/
https://www.ncbi.nlm.nih.gov/pubmed/24078806
http://dx.doi.org/10.1155/2013/384125

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