Journal of Mathematical Modeling, Volume (9), No (2), Year (2021-4) , Pages (256-239)

Title : ( Augmented and deflated CMRH method for solving nonsymmetric linear systems )

Authors: Zohreh Ramezani , Faezeh Toutounian Mashhad ,

Citation: BibTeX | EndNote

Abstract

Abstract. The CMRH (Changing Minimal Residual method based on the Hessenberg process) is an iterative method for solving nonsymmetric linear systems. The method generates a Krylov subspace in which an approximate solution is determined. The CMRH method is generally used with restarting to reduce the storage. Restarting often slows down the convergence. In this paper we present augmentation and deflation techniques for accelerating the convergence of the restarted CMRH method. Augmentation adds a subspace to the Krylov subspace, while deflation removes certain parts from the operator. Numerical experiments show that the new algorithms can be more efficient compared with the CMRH method.

Keywords

, Keywords: Krylov subspace methods, augmentation, de ation, CMRH method, GMRES method, harmonic Ritz values.
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@article{paperid:1086388,
author = {Ramezani, Zohreh and Toutounian Mashhad, Faezeh},
title = {Augmented and deflated CMRH method for solving nonsymmetric linear systems},
journal = {Journal of Mathematical Modeling},
year = {2021},
volume = {9},
number = {2},
month = {April},
issn = {2345-394X},
pages = {256--239},
numpages = {-17},
keywords = {Keywords: Krylov subspace methods; augmentation; de ation; CMRH method; GMRES method; harmonic Ritz values.},
}

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%0 Journal Article
%T Augmented and deflated CMRH method for solving nonsymmetric linear systems
%A Ramezani, Zohreh
%A Toutounian Mashhad, Faezeh
%J Journal of Mathematical Modeling
%@ 2345-394X
%D 2021

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