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Distributed Subgradient Algorithm for Multi-Agent Optimization With Dynamic Stepsize

Xiaoxing Ren Dewei Li Yugeng Xi Haibin Shao

自动化学报(英文版)2021,Vol.8Issue(8):1451-1464,14.
自动化学报(英文版)2021,Vol.8Issue(8):1451-1464,14.DOI:10.1109/JAS.2021.1003904

Distributed Subgradient Algorithm for Multi-Agent Optimization With Dynamic Stepsize

Distributed Subgradient Algorithm for Multi-Agent Optimization With Dynamic Stepsize

Xiaoxing Ren 1Dewei Li 1Yugeng Xi 1Haibin Shao1

作者信息

  • 1. Department of Automation,Shanghai Jiao Tong University,Shanghai 200240,China
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摘要

关键词

Distributed optimization/dynamic stepsize/gradient method/multi-agent networks

Key words

Distributed optimization/dynamic stepsize/gradient method/multi-agent networks

引用本文复制引用

Xiaoxing Ren,Dewei Li,Yugeng Xi,Haibin Shao..Distributed Subgradient Algorithm for Multi-Agent Optimization With Dynamic Stepsize[J].自动化学报(英文版),2021,8(8):1451-1464,14.

基金项目

This work was supported by the Key Research and Development Project in Guangdong Province(2020B0101050001),the National Science Foundation of China(61973214,61590924,61963030),the Natural Science Foundation of Shanghai(19ZR1476200).Part of this work has been presented in the 16th International Conference on Control&Automation,Oct.9–11,2020(Virtual)Sapporo,Hokkaido,Japan.This paper also includes the asynchronous case,more theoretical and numerical results compared to the conference paper. (2020B0101050001)

自动化学报(英文版)

OACSCDCSTPCDEI

2329-9266

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