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On the Performance of Linear Decreasing Inertia Weight Particle Swarm Optimization for Global Optimization

Linear decreasing inertia weight (LDIW) strategy was introduced to improve on the performance of the original particle swarm optimization (PSO). However, linear decreasing inertia weight PSO (LDIW-PSO) algorithm is known to have the shortcoming of premature convergence in solving complex (multipeak)...

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Detalles Bibliográficos
Autores principales: Arasomwan, Martins Akugbe, Adewumi, Aderemi Oluyinka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3833296/
https://www.ncbi.nlm.nih.gov/pubmed/24324383
http://dx.doi.org/10.1155/2013/860289