Stochastic Event-Triggered Algorithm for Distributed Convex Optimisation

This paper investigates the problem of distributed convex optimisation under constrained communication. A novel stochastic event-triggering algorithm is shown to solve the problem asymptotically to any arbitrarily small error without exhibiting Zeno behaviour. A systematic design of the stochastic e...

Full description

Bibliographic Details

Published in:	IEEE transactions on control of network systems Vol. 10; no. 3; pp. 1 - 12
Main Authors:	Tsang, Kam Fai Elvis, Huang, Mengyu, Shi, Ling, Johansson, Karl Henrik
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.09.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Convexity Distributed Optimisation Event-Triggered Control Networked Control Systems Optimization
ISSN:	2325-5870, 2372-2533
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!