Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks

In this technical note, we are concerned with constrained consensus algorithms for distributed convex optimization with a sum of convex objective functions subject to local bound and equality constraints. In multiagent networks, each agent has its own data on objective function and constraints. All...

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Veröffentlicht in:	IEEE transactions on automatic control Jg. 62; H. 8; S. 4259 - 4265
Hauptverfasser:	Liu, Qingshan, Yang, Shaofu, Hong, Yiguang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.08.2017
Schlagworte:	Algorithm design and analysis Constrained consensus Convergence Convex functions Distributed algorithms distributed optimization Electronic mail Linear programming multiagent network Optimization
ISSN:	0018-9286, 1558-2523
Online-Zugang:	Volltext
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