Title | ||
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On Local Computation for Network-Structured Convex Optimization in Multiagent Systems |
Abstract | ||
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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 |
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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 Brown | 1 | 0 | 0.34 |
Federico Rossi | 2 | 12 | 5.01 |
Kiril Solovey | 3 | 71 | 10.30 |
Matthew Tsao | 4 | 0 | 2.37 |
Michael T. Wolf | 5 | 0 | 0.34 |
Marco Pavone | 6 | 588 | 74.40 |