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Differential evolution algorithm with local and global parameter adaptation

delete2025-08-28
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PRE
AI
X
Xiao Lin Jin
S
Sheng Xin Zhang *
L
Li Zheng *
S
Shaoyong Zheng
DOI:10.1016/j.swevo.2025.102125delete
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Abstract

Abstract

En 中文
• Introduced a dual historical memory strategy to classify successful parameters. • Developed a parameter adaptation strategy for dynamic parameter adjustment. • Designed a novel adaptation mechanism with significant performance gains.
Keywords:
dual historical memory
parameter adaptation
dynamic adjustment
performance gain
classification strategy

Journal

Swarm and Evolutionary Computation cover
Swarm and Evolutionary Computation
IF:
8.5
Papers:
2.2K
Citations:
1.0W

Organization

S
sun yat-sen university
Scholars:
1.9W
Papers: 6.4K
Citations: 14
J
jinan university
Scholars:
4.3W
Papers: 2.7W
Citations: 38
Cited Papers

Cited Papers

Distance based parameter adaptation for Success-History based Differential Evolution
err2019-11-01
err107
errOAAI
errViktorin, Adam; Senkerik, Roman; Pluhacek, Michal; Kadavy, Tomas; Zamuda, Ales
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Differential evolution with evolutionary scale adaptation
err2024-03-01
err4
PREAI
errZhang, Sheng Xin; Hu, Xin Rou; Zheng, Shao Yong
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