Distributed convex optimization via continuous-time coordination algorithms with discrete-time communication

This paper proposes a novel class of distributed continuous-time coordination algorithms to solve network optimization problems whose cost function is a sum of local cost functions associated to the individual agents. We establish the exponential convergence of the proposed algorithm under (i) stron...

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Bibliographic Details

Published in:	Automatica (Oxford) Vol. 55; pp. 254 - 264
Main Authors:	Kia, Solmaz S., Cortés, Jorge, Martínez, Sonia
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2015
Subjects:	Cooperative control Distributed convex optimization Event-triggered communication Weight-balanced digraphs Distributed convex optimization Weight-balanced digraphs Event-triggered communication Cooperative control
ISSN:	0005-1098, 1873-2836
Online Access:	Get full text
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