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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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 22; no. 5; pp. 679 - 691
Main Authors:	Li, Junzhi, Tan, Ying
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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
Online Access:	Get full text
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