An Improved Multi-Objective Particle Swarm Optimization Algorithm Based on Adaptive Local Search

This paper demonstrates a novel local search approach based on an adaptive (time variant) search space index improving the exploration ability as well as diversity in multi-objective Particle Swarm Optimization. The novel strategy searches for the neighbourhood particles in a range which gradually i...

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Bibliographic Details
Published in:	International journal of applied evolutionary computation Vol. 8; no. 2; pp. 1 - 29
Main Authors:	Kapse, Swapnil Prakash, Krishnapillai, Shankar
Format:	Journal Article
Language:	English
Published:	Hershey IGI Global 01.04.2017
Subjects:	Adaptive algorithms Algorithms Analysis Archives Archives & records Archiving Convergence Genetic algorithms Mathematical optimization Mechanical engineering Multiple objective analysis Mutation Optimization algorithms Particle swarm optimization Searching Strategy Swarm intelligence Velocity India
ISSN:	1942-3594, 1942-3608
Online Access:	Get full text
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