A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems

This paper presents a new particle swarm optimizer for solving multimodal multiobjective optimization problems which may have more than one Pareto-optimal solution corresponding to the same objective function value. The proposed method features an index-based ring topology to induce stable niches th...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 22; no. 5; pp. 805 - 817
Main Authors:	Yue, Caitong, Qu, Boyang, Liang, Jing
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithm design and analysis Algorithms Benchmark functions Convergence Mathematical programming Measurement multimodal multiobjective Multiple objective analysis Object recognition Optimization Pareto optimization Pareto optimum Particle swarm optimization particle swarm optimization (PSO) ring topology Rings (mathematics) Topology Topology optimization
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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