An improved Jaya optimization algorithm with Lévy flight

Recent advances in metaheuristics have shown the advantages of using the Lévy distribution, which models a kind of random walk (named “Lévy flight”) with occasional “big” steps. This characteristic makes Lévy flight especially useful for performing large “jumps” that allow the search to escape from...

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Vydané v:	Expert systems with applications Ročník 165; s. 113902
Hlavní autori:	Iacca, Giovanni, dos Santos Junior, Vlademir Celso, Veloso de Melo, Vinícius
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Elsevier Ltd 01.03.2021 Elsevier BV
Predmet:	Algorithms Benchmarks Continuous optimization Jaya Levy distribution Lévy flight Optimization Optimization algorithms Random walk Swarm intelligence Swarm intelligence Jaya Continuous optimization Lévy flight
ISSN:	0957-4174, 1873-6793
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