A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence-Reference-Cited by-同舟云学术

A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence

Published:2023-02 Issue:2 Volume:68 Page:1085-1092
ISSN:0018-9286
Container-title:IEEE Transactions on Automatic Control
language:
Short-container-title:IEEE Trans. Automat. Contr.

Author:

Gao Juan¹^ORCID,Liu Xinwei²^ORCID,Dai Yu-Hong³^ORCID,Huang Yakui²^ORCID,Yang Peng⁴^ORCID

Affiliation:

1. School of Artificial Intelligence, Hebei University of Technology, Tianjin, China

2. Institute of Mathematics, Hebei University of Technology, Tianjin, China

3. LSEC, ICMSEC, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

4. State Key Laboratory of Reliability and Intelligence of Electrical Equipment and with the School of Artificial Intelligence, Hebei University of Technology, Tianjin, China

Funder

National Natural Science Foundation of China

Strategic Priority Research Program of Chinese Academy of Sciences

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Link

http://xplorestaging.ieee.org/ielx7/9/10031614/09738447.pdf?arnumber=9738447

Reference42 articles.

1. Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes

2. On the Convergence Rate of Incremental Aggregated Gradient Algorithms

3. Geometrically convergent distributed optimization with uncoordinated step-sizes;nedi?;Proc Amer Control Conf,0

4. Global convergence of the Heavy-ball method for convex optimization

5. Distributed Optimization Over Time-Varying Directed Graphs

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Achieving Linear Convergence in Distributed Aggregative Optimization Over Directed Graphs;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-07

2. Distributed Heavy-Ball Over Time-Varying Digraphs With Barzilai-Borwein Step Sizes;IEEE Transactions on Emerging Topics in Computational Intelligence;2024

3. ET-PDA: An event-triggered parameter distributed accelerated algorithm for economic dispatch problems;Journal of the Franklin Institute;2024-01

4. Fast Distributed Resource Allocation of Smart Grid: A Zeroth-Order Optimization Algorithm;2023 62nd IEEE Conference on Decision and Control (CDC);2023-12-13

5. An accelerated exact distributed first-order algorithm for optimization over directed networks;Journal of the Franklin Institute;2023-09