On Linear Convergence of PI Consensus Algorithm under the Restricted Secant Inequality

This paper considers solving distributed optimization problems in peer-to-peer multi-agent networks. The network is synchronous and connected. By using the proportional-integral (PI) control strategy, various algorithms with fixed stepsize have been developed. Two notable among them are the PI algor...

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Veröffentlicht in:	2024 Tenth Indian Control Conference (ICC) S. 415 - 420
Hauptverfasser:	Chakrabarti, Kushal, Baranwal, Mayank
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 09.12.2024
Schlagworte:	Accelerated aging Agents-based systems Consensus algorithm Convergence Convex functions Cost function Distributed optimization algorithms Linear matrix inequalities Logistic regression Lyapunov methods Peer-to-peer computing
Online-Zugang:	Volltext
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