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Solving multimodal optimization problems by a knowledge transfer based dual niching differential evolution

delete2026-05-08
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OA
AI
Z
Zuowen Liao
S
Shuijia Li
Q
Qiong Gu *
原致远 (Zhiyuan Yuan)
DOI:10.1016/j.eij.2026.100982delete
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Abstract

Abstract

En 中文
• Knowledge transfer intensity strategy is proposed to dynamic determine the timing of transfer. • Knowledge transfer mechanism determines the migration of individuals. • Parameter adaptation with niching level is introduced our approach.
Keywords:
Differential evolution
Knowledge transfer
Multimodal optimization
Nonlinear equation system
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Journal

Egyptian Informatics Journal cover
Egyptian Informatics Journal
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4.3
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