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A dynamic constrained multi-objective evolutionary algorithm with a dual prediction mechanism

delete2025-08-07
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PRE
AI
Z
Zhe Yang
邓立宝 (Libao Deng)
李春雷 cover
李春雷 (Chunlei Li)
Y
Yifan Qin
L
Lili Zhang
DOI:10.1016/j.eswa.2025.129304delete
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Abstract

Abstract

En 中文
• Biased sampling using predicted similarity across multiple environments. • Improved prediction method applied as an initialization and search strategy. • Strategy to reuse evaluation budget from environmental detection. • Dual-population static optimizer for dynamic constrained multi-objective problems.
Keywords:
biased sampling
similarity prediction
evaluation budget reuse
dual-population optimizer
dynamic constrained multi-objective optimization

Journal

Expert Systems with Applications cover
Expert Systems with Applications
IF:
7.5
Papers:
2.9W
Citations:
10.2W

Organization

H
harbin institute of technology
Scholars:
8.0W
Papers: 6.6W
Citations: 66
D
Dublin City University
Scholars:
5.6K
Papers: 5.0K
Citations: 5.2K