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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Vydané v:	IEEE transactions on evolutionary computation Ročník 22; číslo 5; s. 805 - 817
Hlavní autori:	Yue, Caitong, Qu, Boyang, Liang, Jing
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	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
On-line prístup:	Získať plný text
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