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A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems

Meiji Cui Li Li MengChu Zhou Jiankai Li Abdullah Abusorrah Khaled Sedraoui

自动化学报（英文版）2022，Vol.9Issue(11)：1952-1966,15.

自动化学报（英文版）2022，Vol.9Issue(11)：1952-1966,15.DOI:10.1109/JAS.2022.105425

A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems

Meiji Cui ¹Li Li ²MengChu Zhou ³Jiankai Li ³Abdullah Abusorrah ⁴Khaled Sedraoui⁴

作者信息

1. School of Intelligent Manufacturing,Nanjing University of Science and Technology,Nanjing 210094,China
2. Department of Electronics and Information Engineering,Tongji University,Shanghai 201804,China
3. Helen and John C.Hartmann Department of Electrical and Computer Engineering,New Jersey Institute of Technology,Newark,NJ 07102 USA
4. 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
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摘要

关键词

Autoencoder/dimension reduction/evolutionary algorithm/medium-scale expensive problems/teaching-learning-based optimization

Key words

Autoencoder/dimension reduction/evolutionary algorithm/medium-scale expensive problems/teaching-learning-based optimization

引用本文复制引用

Meiji Cui,Li Li,MengChu Zhou,Jiankai Li,Abdullah Abusorrah,Khaled Sedraoui..A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems[J].自动化学报（英文版）,2022,9(11):1952-1966,15.

基金项目

This work was supported in part by the National Natural Science Foundation of China(72171172,62088101),in part by the Shanghai Science and Technology Major Special Project of Shanghai Development and Reform Commission(2021SHZDZX0100),in part by the Shanghai Commission of Science and Technology(19511132100,19511132101),in part by the China Scholarship Council,and in part by the Deanship of Scientific Research(DSR)at King Abdulaziz University(KAU),Jeddah,Saudi Arabia(FP-146-43). （72171172,62088101）

自动化学报（英文版）

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