Title
On Local Computation for Network-Structured Convex Optimization in Multiagent Systems
Abstract
A number of prototypical optimization problems in multiagent systems (e.g., task allocation and network load-sharing) exhibit a highly local structure, that is, each agent's decision variables are only directly coupled to few other agent's variables through the objective function or the constraints. In this article, we develop a rigorous notion of “locality” that quantifies the degree to which age...
Year
DOI
Venue
2021
10.1109/TCNS.2021.3050129
IEEE Transactions on Control of Network Systems
Keywords
DocType
Volume
Optimization,Control systems,Linear programming,Task analysis,Multi-agent systems,Scalability,Resource management
Journal
8
Issue
ISSN
Citations 
2
2325-5870
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
Robin Brown100.34
Federico Rossi2125.01
Kiril Solovey37110.30
Matthew Tsao402.37
Michael T. Wolf500.34
Marco Pavone658874.40