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A Novel Adaptive Sparrow Search Algorithm Based on Chaotic Mapping and T-Distribution Mutation

Aiming at the problems of the basic sparrow search algorithm (SSA) in terms of slow convergence speed and the ease of falling into the local optimum, the chaotic mapping strategy, adaptive weighting strategy and t-distribution mutation strategy are introduced to develop a novel adaptive sparrow sear...

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Principais autores: Xiaoxu Yang, Jie Liu, Yi Liu, Peng Xu, Ling Yu, Lei Zhu, Huayue Chen, Wu Deng
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2021-11-01
Series:Applied Sciences
Assuntos:
sparrow search algorithm
chaotic mapping
adaptive weight
t-distribution mutations
multi-strategy
global optimization
Acceso en liña:https://www.mdpi.com/2076-3417/11/23/11192
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