Research on Multistrategy Improved Evolutionary Sparrow Search Algorithm and its Application

To address the problem of the sparrow search algorithm (SSA) has poor global search ability, weak local development ability, and easily falls into the local optimal solution, a multi-strategy improved evolutionary sparrow search algorithm (MSSA) is proposed. The introduction of the tent chaotic map...

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Bibliographic Details
Published in:	IEEE access Vol. 10; pp. 62520 - 62534
Main Authors:	Gao, Bingwei, Shen, Wei, Guan, Hao, Zheng, Lintao, Zhang, Wei
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Convergence Evolutionary algorithms Fuzzy control fuzzy PID Heuristic algorithms identification multi-strategy Mutation Optimization Parameter identification Particle swarm optimization Proportional integral derivative Search algorithms Search problems Sociology Sparrow search algorithm Statistics Trajectory optimization
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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