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Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization

Jie Hou Xianlin Zeng Gang Wang Jian Sun Jie Chen

自动化学报（英文版）2023，Vol.10Issue(3)：685-699,15.

自动化学报（英文版）2023，Vol.10Issue(3)：685-699,15.DOI:10.1109/JAS.2022.105923

Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization

Jie Hou ¹Xianlin Zeng ¹Gang Wang ²Jian Sun ³Jie Chen²

作者信息

1. National Key Laboratory of Autonomous Intelligent Unmanned Systems,School of Automation,Beijing Institute of Technology,Beijing 100081,China
2. National Key Laboratory of Autonomous Intelligent Unmanned Systems,School of Automation,Beijing Institute of Technology,Beijing 100081
3. Beijing Institute of Technology Chongqing Innovation Center,Chongqing 401120,China
折叠

摘要

关键词

Distributed optimization/Frank-Wolfe (FW) algori-thms/momentum-based method/stochastic optimization

Key words

Distributed optimization/Frank-Wolfe (FW) algori-thms/momentum-based method/stochastic optimization

引用本文复制引用

Jie Hou,Xianlin Zeng,Gang Wang,Jian Sun,Jie Chen..Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization[J].自动化学报（英文版）,2023,10(3):685-699,15.

基金项目

This work was supported in part by the National Key R&D Program of China(2021YFB1714800),the National Natural Science Foundation of China(62222303,62073035,62173034,61925303,62088101,61873033),the CAAI-Huawei MindSpore Open Fund,and the Chongqing Natural Science Foundation(2021ZX4100027). （2021YFB1714800）

自动化学报（英文版）

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ISSN：2329-9266

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