Distributed Constrained Optimization Over Unbalanced Directed Networks Using Asynchronous Broadcast-Based Algorithm

This article focuses on distributed convex optimization problems over an unbalanced directed multiagent (no central coordinator) network with inequality constraints. The goal is to cooperatively minimize the sum of all locally known convex cost functions. Every single agent in the network only knows...

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Vydáno v:	IEEE transactions on automatic control Ročník 66; číslo 3; s. 1102 - 1115
Hlavní autoři:	Li, Huaqing, Lu, Qingguo, Chen, Guo, Huang, Tingwen, Dong, Zhaoyang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.03.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Asynchronous algorithm Computational geometry Constraints Convergence Convex functions Convexity Cost function Distributed algorithms distributed convex optimization epigraph form inequality constraints Linear programming Multiagent systems Networks Optimization Signal processing algorithms unbalanced directed networks
ISSN:	0018-9286, 1558-2523
On-line přístup:	Získat plný text
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