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An interactive evolutionary multitask optimization algorithm for variables group-level knowledge transfer

delete2026-01-06
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PRE
AI
宋英杰 cover
宋英杰 (Yingjie Song) *
C
Chunlin Song
DOI:10.1016/j.asoc.2026.114573delete
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Abstract

Abstract

En 中文
• Dynamically assigns computing resources, sharply boosting optimization efficiency. • Improved the expression of inter-task user knowledge and rule knowledge. • Group-level transfer guided by inter-task user knowledge enables reliable sharing. • Adjust solution by rule knowledge, improving solution quality and task convergence.

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

No organization information available
Cited Papers

Cited Papers

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Block-Level Knowledge Transfer for Evolutionary Multitask Optimization
err2024-01-01
err21
errOAAI
errJiang, Yi; Zhan, Zhi-Hui; Tan, Kay Chen; Zhang, Jun
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Evolutionary Many-Task Optimization Based on Multisource Knowledge Transfer
err2022-04-01
err51
PREAI
errLiang, Zhengping; Xu, Xiuju; Liu, Ling; Tu, Yaofeng; Zhu, Zexuan
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Affine Transformation-Enhanced Multifactorial Optimization for Heterogeneous Problems
err2022-07-01
err144
PREAI
errXue, Xiaoming; Zhang, Kai; Tan, Kay Chen; Feng, Liang; Wang, Jian; Chen, Guodong; Zhao, Xinggang; Zhang, Liming; Yao, Jun
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Self-Regulated Evolutionary Multitask Optimization
err2020-02-01
err133
PREAI
errZheng, Xiaolong; Qin, A. K.; Gong, Maoguo; Zhou, Deyun
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Surrogate and Autoencoder-Assisted Multitask Particle Swarm Optimization for High-Dimensional Expensive Multimodal Problems
err2024-08-01
err3
PREAI
errJi, Xin-Fang; Zhang, Yong; He, Chun-Lin; Cheng, Jin-Xin; Gong, Dun-Wei; Gao, Xiao-Zhi; Guo, Yi-Nan
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