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A multi-strategy framework for enhancing Harris hawks optimization for global optimization problems

Abstract The standard Harris Hawks Optimization (HHO) algorithm often suffers from premature convergence and stagnation on complex, high-dimensional problems, particularly in wrapper-based feature selection (FS) for medical diagnosis, where costly fitness evaluations demand efficient search strategi...

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主要な著者: Safaa Al-Adwan, Salwani Abdullah, Mohammed Alweshah, Sofian Kassaymeh, Aws Al-Qaisi, Maen Takruri, WANDEEP KAUR RATAN SINGH
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2026-03-01
シリーズ:Scientific Reports
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オンライン・アクセス:https://doi.org/10.1038/s41598-026-45741-5
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