Distributed Continuous-Time Algorithm for Constrained Convex Optimizations via Nonsmooth Analysis Approach

This technical note studies the distributed optimization problem of a sum of nonsmooth convex cost functions with local constraints. At first, we propose a novel distributed continuous-time projected algorithm, in which each agent knows its local cost function and local constraint set, for the const...

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Bibliographic Details

Published in:	IEEE transactions on automatic control Vol. 62; no. 10; pp. 5227 - 5233
Main Authors:	Zeng, Xianlin, Yi, Peng, Hong, Yiguang
Format:	Journal Article
Language:	English
Published:	IEEE 01.10.2017
Subjects:	Algorithm design and analysis Constrained distributed optimization continuous-time algorithms Convergence Cost function Heuristic algorithms Laplace equations multi-agent systems nonsmooth analysis projected dynamical systems Stability analysis
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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