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Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization

Ye Tian Haowen Chen Haiping Ma Xingyi Zhang Kay Chen Tan Yaochu Jin

自动化学报(英文版)2022,Vol.9Issue(10):1801-1817,17.
自动化学报(英文版)2022,Vol.9Issue(10):1801-1817,17.DOI:10.1109/JAS.2022.105875

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization

Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization

Ye Tian 1Haowen Chen 1Haiping Ma 1Xingyi Zhang 2Kay Chen Tan 3Yaochu Jin4

作者信息

  • 1. Information Materials and Intelligent Sensing Laboratory of Anhui Province,Institutes of Physical Science and Information Technology,Anhui University,and also with the Institute of Artificial Intelligence,Hefei Comprehensive National Science Center,Hefei 230601,China
  • 2. Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,School of Artificial Intelligence,Anhui University,Hefei 230601,China
  • 3. Department of Computing,The Hong Kong Poly-technic University,Hong Kong SAR,China
  • 4. Faculty of Technology,Bielefeld University,Bielefeld 33619,Germany
  • 折叠

摘要

关键词

Conjugate gradient/differential evolution/evolu-tionary computation/large-scale multi-objective optimization/mathe-matical programming

Key words

Conjugate gradient/differential evolution/evolu-tionary computation/large-scale multi-objective optimization/mathe-matical programming

引用本文复制引用

Ye Tian,Haowen Chen,Haiping Ma,Xingyi Zhang,Kay Chen Tan,Yaochu Jin..Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization[J].自动化学报(英文版),2022,9(10):1801-1817,17.

基金项目

This work was supported in part by the National Key Research and Development Program of China(2018AAA0100100),the National Natural Science Foundation of China(61906001,62136008,U21A20512),the Key Program of Natural Science Project of Educational Commission of Anhui Province(KJ2020A0036),and Alexander von Humboldt Professorship for Artificial Intelligence Funded by the Federal Ministry of Education and Research,Germany.Recommended by Associate (2018AAA0100100)

自动化学报(英文版)

OACSCDCSTPCDEI

2329-9266

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