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A quasi-opposition learning and chaos local search based on walrus optimization for global optimization problems

Abstract The Walrus Optimization (WO) algorithm, as an emerging metaheuristic algorithm, has shown excellent performance in problem-solving, however it still faces issues such as slow convergence and susceptibility to getting trapped in local optima. To this end, the study proposes a novel WO enhanc...

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Главные авторы: Yier Li, Lei Li, Zhengpu Lian, Kang Zhou, Yuchen Dai
Формат: Artigo
Язык:Inglês
Опубликовано: Nature Portfolio 2025-01-01
Серии:Scientific Reports
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Online-ссылка:https://doi.org/10.1038/s41598-025-85751-3
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