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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Vydané v:	TheScientificWorld Ročník 2013; číslo 2013; s. 1 - 12
Hlavní autori:	Arasomwan, Akugbe Martins, Adewumi, Aderemi Oluyinka
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Cairo, Egypt Hindawi Publishing Corporation 01.01.2013 John Wiley & Sons, Inc Wiley
Predmet:	Algorithms Animals Behavior, Animal Benchmarks Birds - physiology Computer engineering Computer simulation Convergence (Mathematics) Food Global optimization Inertia International conferences Mathematical optimization Mathematical research Models, Theoretical Mutation Optimization algorithms Particle swarm optimization Researchers Velocity Weight
ISSN:	2356-6140, 1537-744X, 1537-744X
On-line prístup:	Získať plný text
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