Continuous-Time Algorithm for Approximate Distributed Optimization With Affine Equality and Convex Inequality Constraints

A distributed optimization problem (DOP) with affine equality and convex inequality constraints is studied in this article. First, the consensus constraint of the considered DOP is relaxed and a related approximate DOP (ADOP) is presented. It is proved that the optimal solutions of the ADOP (i.e., t...

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Bibliographic Details

Published in:	IEEE transactions on systems, man, and cybernetics. Systems Vol. 51; no. 9; pp. 5809 - 5818
Main Authors:	Jiang, Xinrui, Qin, Sitian, Xue, Xiaoping
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.09.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Approximation algorithms Constrained distributed optimization Continuity (mathematics) continuous-time algorithm Convergence Critical point Directed graphs Distributed algorithms Linear programming Load sharing near-optimal solutions Nickel Optimization Power systems
ISSN:	2168-2216, 2168-2232
Online Access:	Get full text
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