Multi-strategy sparrow search algorithm with non-uniform mutation

Multi-strategy sparrow search algorithm with non-uniform mutation

Sparrow search algorithm (SSA) suffers from a tendency to fall into local optima, as well as a preference for zero locations. Therefore, to improve this drawback, we propose a non-uniform mutation sparrow search algorithm (NMSSA). In the initialization stage of the population, we introduce a tent ch...

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Bibliographic Details
Main Authors: Zuwei Huang, Dongli Zhu, Yujia Liu, Xiao Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Systems Science & Control Engineering
Subjects:
Sparrow search algorithm
tent map
generalized opposition-based learning
adaptive weight
non-uniform mutation
somersault
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2022.2140723

Internet

https://www.tandfonline.com/doi/10.1080/21642583.2022.2140723

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