Distributed Random Convex Programming via Constraints Consensus

This paper discusses distributed approaches for the solution of random convex programs (RCPs). RCPs are convex optimization problems with a (usually large) number $N$ of randomly extracted constraints; they arise in several application areas, especially in the context of decision-making under uncert...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	SIAM journal on control and optimization Jg. 52; H. 1; S. 629 - 662
Hauptverfasser:	Carlone, L., Srivastava, V., Bullo, F., Calafiore, G. C.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Philadelphia Society for Industrial and Applied Mathematics 01.01.2014
Schlagworte:	Active control Algorithms Automation Communication Convex analysis Iterative methods Mathematical analysis Mathematical models Networks Optimization Systems design
ISSN:	0363-0129, 1095-7138
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!