Paper Info
Title
RLC Circuits-Based Distributed Mirror Descent Method
Abstract
We consider distributed optimization with smooth convex objective functions defined on an undirected connected graph. Inspired by mirror descent mehod and RLC circuits, we propose a novel distributed mirror descent method. Compared with mirror-prox method, our algorithm achieves the same O (1/k) iteration complexity with only half the computation cost per iteration. We further extend our results t...
Year
DOI
Venue
2020
10.1109/LCSYS.2020.2972908
IEEE Control Systems Letters
Keywords
DocType
Volume
Mirrors,Linear programming,RLC circuits,Optimization,Convergence,Aerodynamics,Complexity theory
Journal
4
Issue
ISSN
Citations 
3
2475-1456
1
PageRank 
References 
Authors
0.35
0
2
Name
Order
Citations
PageRank
Yue Yu121929.56
Behçet Açikmese24115.88