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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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Abstract

Abstract

En 中文
• A multi-objective optimization algorithm based on crowd evacuation behavior is developed. • Complementary subgroups and inferior-solution perturbation accelerate early exploration. • Multi-archive guidance exchanges info between subgroups for diverse Pareto front. • Tested on ZDT/WFG/DTLZ/CEC2019 and three engineering cases, it performs best.

Journal

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

Organization

J
jilin university of finance and economics
Scholars:
43
Papers: 24
Citations: 0