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A dynamic task-assisted constrained multimodal multi-objective optimization algorithm based on reinforcement learning

delete2025-07-19
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PRE
AI
Z
Zheng Wang
Q
Qianlin Ye *
W
Wanliang Wang
G
Guoqing Li
R
Rui Dai
DOI:10.1016/j.swevo.2025.102087delete
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摘要

摘要

En 中文
• 设计了一种动态任务辅助方法来解决受约束的多模态问题。 • 三个辅助任务协同进化。 • 基于强化学习的辅助任务动态选择。 • 设计了一种新的指标,用于综合评价解的质量。
Keyword:
dynamic task-assisted method
constrained multimodal problems
auxiliary tasks
reinforcement learning
solution quality evaluation

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

Z
zhejiang university of technology
学者数:
3.3W
论文数: 2.0W
被引数: 22
H
Hangzhou City University
学者数:
2.2K
论文数: 2.0K
被引数: 1.0K
N
Ningbo University
学者数:
2.6W
论文数: 1.8W
被引数: 2.4W
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引用论文

引用论文

Evolutionary Multitasking for Large-Scale Multiobjective Optimization
err2023-08-01
err25
PREAI
errLiu, Songbai; Lin, Qiuzhen; Feng, Liang; Wong, Ka-Chun; Tan, Kay Chen
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Push and pull search for solving constrained multi-objective optimization problems
err2019-02-01
err342
errOAAI
errFan, Zhun; Li, Wenji; Cai, Xinye; Li, Hui; Wei, Caimin; Zhang, Qingfu; Deb, Kalyanmoy; Goodman, Erik
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Handling Constrained Many-Objective Optimization Problems via Problem Transformation
err2021-10-01
err93
errOAAI
errJiao, Ruwang; Zeng, Sanyou; Li, Changhe; Yang, Shengxiang; Ong, Yew-Soon
err分享
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