A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO

An illustration of different shapes of the time-varying transfer function with different values of the control parameter φ. [Display omitted] •Analyse how transfer function in BPSO affects the balance between exploration and exploitation.•Propose a time-varying transfer function for BPSO to achieve...

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Bibliographic Details

Published in:	Applied soft computing Vol. 59; pp. 182 - 196
Main Authors:	Islam, Md. Jakirul, Li, Xiaodong, Mei, Yi
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2017
Subjects:	Binary particle swarm optimization Discrete optimization problems The 0–1 knapsack problem The truss optimization problem Transfer function Binary particle swarm optimization The truss optimization problem The 0–1 knapsack problem Transfer function Discrete optimization problems
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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