Constraint-Coupled Distributed Optimization: A Relaxation and Duality Approach

In this paper, we consider a general challenging distributed optimization setup arising in several important network control applications. Agents of a network want to minimize the sum of local cost functions, each one depending on a local variable, subject to local and coupling constraints, with the...

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Bibliographic Details

Published in:	IEEE transactions on control of network systems Vol. 7; no. 1; pp. 483 - 492
Main Authors:	Notarnicola, Ivano, Notarstefano, Giuseppe
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.03.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Constraint-coupled optimization Control systems Convergence Cost function Couplings Distributed algorithms Distributed generation distributed optimization microgrid control Network control Nickel Optimization Predictive control
ISSN:	2325-5870, 2372-2533
Online Access:	Get full text
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