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An escape-oriented multi-objective optimization algorithm using diverse external archives

delete2026-01-02
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PRE
AI
J
Jialing Han
X
Xing Huang
X
Xiaoqing Huang
DOI:10.1016/j.eswa.2025.130953delete
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摘要

摘要

En 中文
• 基于人群疏散行为的多种目标优化算法被开发出来。 • 互补子群和劣解扰动加速了早期探索。 • 多档案库引导在子群之间交换信息,以实现多样化的Pareto前沿。 • 在ZDT/WFG/DTLZ/CEC2019以及三个工程案例中进行测试,该算法表现最佳。

期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
3.0W
被引数:
10.2W

机构

J
jilin university of finance and economics
学者数:
43
论文数: 24
被引数: 0
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