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Evolutionary Optimization Methods for High-Dimensional Expensive Problems:A Survey

MengChu Zhou Meiji Cui Dian Xu Shuwei Zhu Ziyan Zhao Abdullah Abusorrah

自动化学报（英文版）2024，Vol.11Issue(5)：1092-1105,14.
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自动化学报（英文版）2024，Vol.11Issue(5)：1092-1105,14.DOI:10.1109/JAS.2024.124320

Evolutionary Optimization Methods for High-Dimensional Expensive Problems:A Survey

Evolutionary Optimization Methods for High-Dimensional Expensive Problems:A Survey

MengChu Zhou 1Meiji Cui 2Dian Xu 3Shuwei Zhu 4Ziyan Zhao 5Abdullah Abusorrah6

作者信息

  • 1. Department of Electrical and Computer Engineering,New Jersey Institute of Technology,Newark,NJ 07102 USA||School of Information and Electronic Engineering,Zhejiang Gongshang University,Hangzhou 310018,China
  • 2. School of Intelligent Manufacturing,Nanjing University of Science and Technology,Nanjing 210094,China
  • 3. Institute of Systems Engineering,Macau University of Science and Technology,Macau 999078,China
  • 4. School of Artificial Intelligence and Computer,Jiangnan University,Wuxi 214122,China
  • 5. School of Information Science and Engineering,Northeastern University,Shenyang 110819,China
  • 6. Center of Research Excellence in Renewable Energy and Power Systems,Department of Electrical and Computer Engineering,Faculty of Engineering,and K.A.CARE Energy Research and Innovation Center,King Abdulaziz University,Jeddah 21589,Saudi Arabia
  • 折叠

摘要

关键词

Evolutionary algorithm(EA)/high-dimensional expensive problems(HEPs)/industrial applications/surrogate-assisted optimization

Key words

Evolutionary algorithm(EA)/high-dimensional expensive problems(HEPs)/industrial applications/surrogate-assisted optimization

引用本文复制引用

MengChu Zhou,Meiji Cui,Dian Xu,Shuwei Zhu,Ziyan Zhao,Abdullah Abusorrah..Evolutionary Optimization Methods for High-Dimensional Expensive Problems:A Survey[J].自动化学报（英文版）,2024,11(5):1092-1105,14.

基金项目

This work was supported in part by the Natural Science Foundation of Jiangsu Province(BK20230923,BK20221067),the National Natural Science Foundation of China(62206113,62203093),Institutional Fund Projects Provided by the Ministry of Education and King Abdulaziz University(IFPIP-1532-135-1443),and FDCT(Fundo para o Desen-volvimento das Ciencias e da Tecnologia)(0047/2021/A1). （BK20230923,BK20221067）

自动化学报（英文版）

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