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Conjugate gradient-based iterative algorithm for solving generalized periodic coupled Sylvester matrix equations.

Authors :
Chen, Zebin
Chen, Xuesong
Source :
Journal of the Franklin Institute. Nov2022, Vol. 359 Issue 17, p9925-9951. 27p.
Publication Year :
2022

Abstract

This paper focuses on constructing a conjugate gradient-based (CGB) method to solve the generalized periodic coupled Sylvester matrix equations in complex space. The presented method is developed from a point of conjugate gradient methods. It is proved that the presented method can find the solution of the considered matrix equations within finite iteration steps in the absence of round-off errors by theoretical derivation. Some numerical examples are provided to verify the convergence performance of the presented method, which is superior to some existing numerical algorithms both in iteration steps and computation time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00160032
Volume :
359
Issue :
17
Database :
Academic Search Index
Journal :
Journal of the Franklin Institute
Publication Type :
Periodical
Accession number :
160172153
Full Text :
https://doi.org/10.1016/j.jfranklin.2022.09.049