Asynchronous Approximation of a Single Component of the Solution to a Linear System

We present a distributed asynchronous algorithm for approximating a single component of the solution to a system of linear equations <inline-formula><tex-math notation="LaTeX">Ax = b</tex-math></inline-formula>, where <inline-formula><tex-math notation=&quo...

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Veröffentlicht in:	IEEE transactions on network science and engineering Jg. 7; H. 3; S. 975 - 986
Hauptverfasser:	Ozdaglar, Asuman, Shah, Devavrat, Yu, Christina Lee
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.07.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Approximation Approximation algorithms asynchronous randomized algorithms Computation Computational modeling Convergence distributed algorithms Jacobian matrices Linear equations Linear system of equations local computation Mathematical analysis Mathematical model Matrix methods Operators (mathematics) Probabilistic analysis Random walk Symmetric matrices Task analysis Time dependence
ISSN:	2327-4697, 2334-329X
Online-Zugang:	Volltext
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