An Improved Chaos Sparrow Search Optimization Algorithm Using Adaptive Weight Modification and Hybrid Strategies

Sparrow Search Algorithm (SSA) is a kind of novel swarm intelligence algorithm, which has been applied in-to various domains because of its unique characteristics, such as strong global search capability, few adjustable parameters, and a clear structure. However, the SSA still has some inherent weak...

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Veröffentlicht in:	IEEE access 2022, Vol.10, p.96159-96179
Hauptverfasser:	Zhang, Xuan-Yu, Zhou, Kai-Qing, Li, Peng-Cheng, Xiang, Yin-Hong, Zain, Azlan Mohd, Sarkheyli-Hagele, Arezoo
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Adaptive weighting modification Ant colony optimization Chaos Convergence cubic chaos mapping levy flight Optimization Optimization algorithms reverse learning Search algorithms Search problems Sociology sparrow search algorithm Statistical analysis Statistics Swarm intelligence
Online-Zugang:	Volltext
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