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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on automatic control Jg. 62; H. 10; S. 5227 - 5233
Hauptverfasser:	Zeng, Xianlin, Yi, Peng, Hong, Yiguang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.10.2017
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!