Finding the general solution of a singular system of linear equations requires computing a particular solution and a basis of the null space of the corresponding singular matrix. In this paper, we consider the case where the singular matrix is large and sparse, and the application calls for a direct
On the convergence of general stationary iterative methods for range-Hermitian singular linear systems
✍ Scribed by Naimin Zhang; Yi-Min Wei
- Publisher
- John Wiley and Sons
- Year
- 2010
- Tongue
- English
- Weight
- 142 KB
- Volume
- 17
- Category
- Article
- ISSN
- 1070-5325
- DOI
- 10.1002/nla.663
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✦ Synopsis
Abstract
General stationary iterative methods with a singular matrix M for solving range‐Hermitian singular linear systems are presented, some convergence conditions and the representation of the solution are also given. It can be verified that the general Ortega–Plemmons theorem and Keller theorem for the singular matrix M still hold. Furthermore, the singular matrix M can act as a good preconditioner for solving range‐Hermitian linear systems. Numerical results have demonstrated the effectiveness of the general stationary iterations and the singular preconditioner M. Copyright © 2009 John Wiley & Sons, Ltd.
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