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A Reference Vector-Guided and Generative Adversarial Network-Driven Competitive Swarm Optimizer for Large-Scale Multi-Objective Optimization

Chunlei Li Libao Deng Liyan Qiao Lili Zhang

自动化学报（英文版）2026，Vol.13Issue(8)：1952-1968,17.

自动化学报（英文版）2026，Vol.13Issue(8)：1952-1968,17.DOI:10.1109/JAS.2026.125849

A Reference Vector-Guided and Generative Adversarial Network-Driven Competitive Swarm Optimizer for Large-Scale Multi-Objective Optimization

Chunlei Li ¹Libao Deng ²Liyan Qiao ³Lili Zhang⁴

作者信息

1. School of Information Science and Engineering,Harbin Institute of Technology(Weihai),Weihai 264209||School of Electronics and Information Engineering,Harbin Institute of Technology,Harbin 150001,China
2. School of Information Science and Engineering,Harbin Institute of Technology(Weihai),Weihai 264209,China
3. School of Electronics and Information Engineering,Harbin Institute of Technology,Harbin 150001,China
4. School of Computing,Dublin City University,Dublin D09 V209,Ireland
折叠

摘要

关键词

Competitive swarm optimizer(CSO)/generative adversarial network(GAN)/large-scale optimization/multi-objective optimization

Key words

Competitive swarm optimizer(CSO)/generative adversarial network(GAN)/large-scale optimization/multi-objective optimization

引用本文复制引用

Chunlei Li,Libao Deng,Liyan Qiao,Lili Zhang..A Reference Vector-Guided and Generative Adversarial Network-Driven Competitive Swarm Optimizer for Large-Scale Multi-Objective Optimization[J].自动化学报（英文版）,2026,13(8):1952-1968,17.

基金项目

This work was supported in part by the National Natural Science Foundation of China(62176075),the National Key Research and Development Program of China(2022YFB3304000),and Shandong Provincial Natural Science Foundation(ZR2021 MF063). （62176075）

自动化学报（英文版）

ISSN：2329-9266

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