MO-TRIBES, an adaptive multiobjective particle swarm optimization algorithm

This paper presents MO-TRIBES, an adaptive multiobjective Particle Swarm Optimization (PSO) algorithm. Metaheuristics have the drawback of being very dependent on their parameter values. Then, performances are strongly related to the fitting of parameters. Usually, such tuning is a lengthy, time con...

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Vydané v:	Computational optimization and applications Ročník 49; číslo 2; s. 379 - 400
Hlavní autori:	Cooren, Yann, Clerc, Maurice, Siarry, Patrick
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Boston Springer US 01.06.2011 Springer Nature B.V Springer Verlag
Predmet:	Adaptation Computer Science Convex and Discrete Geometry Design Genetic algorithms Heuristic Management Science Mathematics Mathematics and Statistics Operations Research Operations Research/Decision Theory Optimization Optimization algorithms Particle physics Statistics Studies Crowding distance Adaptive Particle swarm optimization Parameter-free Pareto dominance
ISSN:	0926-6003, 1573-2894
On-line prístup:	Získať plný text
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