Distributed Subgradient Method With Edge-Based Event-Triggered Communication

This paper proposes a distributed subgradient method for constrained optimization with event-triggered communications. In the proposed method, each agent has an estimate of an optimal solution as a state and iteratively updates it by a consensus-based subgradient algorithm with a projection to a com...

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Bibliographic Details

Published in:	IEEE transactions on automatic control Vol. 63; no. 7; pp. 2248 - 2255
Main Authors:	Kajiyama, Yuichi, Hayashi, Naoki, Takai, Shigemasa
Format:	Journal Article
Language:	English
Published:	IEEE 01.07.2018
Subjects:	Algorithm design and analysis Convergence Convex functions Cooperative control distributed optimization event-triggered communication Linear programming Multi-agent systems Optimization Simulation
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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