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...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Expert systems with applications Ročník 42; číslo 22; s. 8881 - 8895
Hlavní autoři:	Li, Zhiyong, Wang, Weiyou, Yan, Yanyan, Li, Zheng
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.12.2015
Témata:	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 přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!