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...

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Bibliographic Details

Published in:	SIAM journal on control and optimization Vol. 52; no. 1; pp. 629 - 662
Main Authors:	Carlone, L., Srivastava, V., Bullo, F., Calafiore, G. C.
Format:	Journal Article
Language:	English
Published:	Philadelphia Society for Industrial and Applied Mathematics 01.01.2014
Subjects:	Active control Algorithms Automation Communication Convex analysis Iterative methods Mathematical analysis Mathematical models Networks Optimization Systems design
ISSN:	0363-0129, 1095-7138
Online Access:	Get full text
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