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Knowledge Classification-Assisted Evolutionary Multitasking for Two-Task Multiobjective Optimization Problems

Xiaoling Wang Qi Kang MengChu Zhou Qi Deng Zheng Fan Haoyue Liu

自动化学报（英文版）2025，Vol.12Issue(6)：1176-1193,18.

自动化学报（英文版）2025，Vol.12Issue(6)：1176-1193,18.DOI:10.1109/JAS.2024.125070

Knowledge Classification-Assisted Evolutionary Multitasking for Two-Task Multiobjective Optimization Problems

Xiaoling Wang ¹Qi Kang ¹MengChu Zhou ²Qi Deng ¹Zheng Fan ¹Haoyue Liu³

作者信息

1. Department of Control Science and Engineering,Tongji University,Shanghai 201804,China
2. College of Information and Electronic Engineering,Zhejiang Gongshang University,Hangzhou 314423,China||Department of Electrical and Computer Engineering,New Jersey Institute of Technology,Newark,NJ 07102 USA
3. College of Information and Electronic Engineering,Zhejiang Gongshang University,Hangzhou 314423,China
折叠

摘要

关键词

Artificial intelligence/evolutionary multitasking/intelligent optimization/inter-task learning/knowledge classification/knowledge transfer/machine learning/multiobjective optimization problems

Key words

引用本文复制引用

Xiaoling Wang,Qi Kang,MengChu Zhou,Qi Deng,Zheng Fan,Haoyue Liu..Knowledge Classification-Assisted Evolutionary Multitasking for Two-Task Multiobjective Optimization Problems[J].自动化学报（英文版）,2025,12(6):1176-1193,18.

基金项目

This work was supported in part by the National Natural Science Foundation of China(51775385),the Natural Science Foundation of Shanghai(23ZR1466000),the Shanghai Industrial Collaborative Science and Technology Innovation Project(2021-cyxt2-kj10),and the Innovation Program of Shanghai Municipal Education Commission(202101070007E00098). （51775385）

自动化学报（英文版）

ISSN：2329-9266

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