PS–ABC: A hybrid algorithm based on particle swarm and artificial bee colony for high-dimensional optimization problems

•A hybrid algorithm (PS–ABC) based on PSO and ABC is proposed.•PS–ABC examines the aging degree of pbest to decide which type of search phase.•Particle swarm optimization (PSO) serves as a local search phase.•Onlooker and modified scout bee from the ABC serves as two global search phases.•Our algori...

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Vydané v:	Expert systems with applications Ročník 42; číslo 22; s. 8881 - 8895
Hlavní autori:	Li, Zhiyong, Wang, Weiyou, Yan, Yanyan, Li, Zheng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.12.2015
Predmet:	Algorithms Artificial bee colony Benchmarking Convergence Expert systems Exploration High-dimensional optimization problems Hybrid algorithm Optimization Particle swarm optimization Searching Swarm intelligence High-dimensional optimization problems Artificial bee colony Particle swarm optimization Hybrid algorithm
ISSN:	0957-4174, 1873-6793
On-line prístup:	Získať plný text
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