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Enhancing Pareto Set Learning with evolutionary multi-objective optimization

delete2026-03-03
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PRE
AI
K
Ke Shang *
Y
Yu Wang
Z
Zexuan Zhu
H
Hisao Ishibuchi
DOI:10.1016/j.swevo.2026.102346delete
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摘要

摘要

En 中文
• 混合EMOA预训练与PSL以实现精确的Pareto集学习。 • 收敛驱动的分配从EMOA自适应地转向PSL。 • 在相同的评估预算下优于纯PSL。
Keyword:
Pareto set learning
Evolutionary multi-objective optimization
Real-world problem

期刊

Swarm and Evolutionary Computation 封面图
Swarm and Evolutionary Computation
IF:
8.5
论文数:
2.2K
被引数:
1.0W

机构

S
shenzhen university
学者数:
4.6W
论文数: 3.4W
被引数: 72
S
southern university of science and technology
学者数:
4.7K
论文数: 1.7K
被引数: 0
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