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A dual-task-assisted self-organizing map evolutionary algorithm for constraining multimodal multi-objective optimization

delete2026-01-05
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PRE
AI
Z
Zongda Wu
K
Keli Hu
H
Huawen Liu
李国庆 封面图
李国庆 (Guo‐Qing Li)
W
Wanliang Wang
DOI：10.1016/j.swevo.2025.102276delete
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摘要

摘要

En 中文
• 针对约束多模态问题设计了一种双任务辅助框架。 • 构建了一种自组织映射网络以学习真实PF的拓扑结构。 • 创新性地提出了动态环境选择机制。 • 设计了一种自适应剪枝策略以平衡两个空间。
Keyword:
Constrained multimodal optimization
Evolutionary algorithm
Dual-task
Self-organizing map
Pruning strategy

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

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S
Shaoxing University
学者数:
537
论文数: 229
被引数: 0
Z
Zhejiang University of Technology
学者数:
3.2K
论文数: 1.1K
被引数: 3.0W
N
Ningbo University
学者数:
2.6W
论文数: 1.8W
被引数: 2.4W
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