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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Bibliographic Details
Published in:	Expert systems with applications Vol. 42; no. 22; pp. 8881 - 8895
Main Authors:	Li, Zhiyong, Wang, Weiyou, Yan, Yanyan, Li, Zheng
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.12.2015
Subjects:	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
Online Access:	Get full text
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