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A Distributed Methodology for Approximate Uniform Global Minimum Sharing

M. Bin
•
T. Parisini
2021
  • journal article

Periodico
AUTOMATICA
Abstract
The paper deals with the distributed minimum sharing problem: a set of decision-makers compute the minimum of some local quantities of interest in a distributed and decentralized way by exchanging information through a communication network. We propose an adjustable approximate solution which enjoys several properties of crucial importance in applications. In particular, the proposed solution has good decentralization properties and it is scalable in that the number of local variables does not grow with the size or topology of the communication network. Moreover, a global and uniform (both in the initial time and in the initial conditions) asymptotic stability result is provided towards a steady state which can be made arbitrarily close to the sought minimum. Exact asymptotic convergence can be recovered at the price of losing uniformity with respect to the initial time.
DOI
10.1016/j.automatica.2021.109777
WOS
WOS:000674621200043
Archivio
http://hdl.handle.net/11368/2993767
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85108669525
https://www.sciencedirect.com/science/article/pii/S0005109821002971?via=ihub
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by-nc-nd/4.0/
FVG url
https://arts.units.it/bitstream/11368/2993767/1/Bin_Parisini_Automatica_Published_Version_2021.pdf
Soggetti
  • agent system

  • distributed optimizat...

Web of Science© citazioni
0
Data di acquisizione
Mar 19, 2024
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