Loser-Out Tournament-Based Fireworks Algorithm for Multimodal Function Optimization

Real-world optimization problems are usually multimodal which require optimization algorithms to keep a balance between exploration and exploitation. Therefore, multimodal optimization is one of the main opportunities as well as one of the main challenges for evolutionary algorithms. In this paper,...

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Vydané v:	IEEE transactions on evolutionary computation Ročník 22; číslo 5; s. 679 - 691
Hlavní autori:	Li, Junzhi, Tan, Ying
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Competition Evolutionary algorithm Evolutionary algorithms Evolutionary computation Explosions Fireworks fireworks algorithm (FWA) Fitness Genetic algorithms Heuristic algorithms loser-out tournament (LoT) multimodal optimization Optimization Optimization algorithms Sociology Sparks Statistics swarm intelligence
ISSN:	1089-778X, 1941-0026
On-line prístup:	Získať plný text
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