A Finite-Time Protocol for Distributed Time-Varying Optimization Over a Graph

نویسندگان

چکیده

In this paper we address a time-varying quadratic optimization problem over graph under the assumption that shares same sparsity pattern as static encoding undirected network topology which multi-agent systems interacts. Notably, framework allows to effectively model scenarios in is inherently embedded within topology, e.g., flow balancing, electrical power system managements or packet routing problems. regard, propose finite-time distributed algorithm track optimal solution time. Specifically, first solve frozen-time problem, providing necessary and sufficient condition for be globally optimal. Then, based on such condition, continuous-time nonsmooth developed. Numerical simulations are provided corroborate theoretical findings.

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ژورنال

عنوان ژورنال: IEEE Transactions on Control of Network Systems

سال: 2023

ISSN: ['2325-5870', '2372-2533']

DOI: https://doi.org/10.1109/tcns.2023.3272220