An iterative solution method for linear systems of which the coefficient matrix is a symmetric 𝑀-matrix

Author:

Meijerink J. A.,van der Vorst H. A.

Abstract

A particular class of regular splittings of not necessarily symmetric M-matrices is proposed. If the matrix is symmetric, this splitting is combined with the conjugate-gradient method to provide a fast iterative solution algorithm. Comparisons have been made with other well-known methods. In all test problems the new combination was faster than the other methods.

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,Computational Mathematics,Algebra and Number Theory

Reference9 articles.

1. The conjugate gradient method for linear and nonlinear operator equations;Daniel, James W.;SIAM J. Numer. Anal.,1967

2. Note on 𝑀-matrices;Fan, Ky;Quart. J. Math. Oxford Ser. (2),1960

3. The conjugate-gradient method for solving linear systems;Hestenes, Magnus R.,1956

4. H. S. PRICE & K. H. COATS, "Direct methods in reservoir simulation," Soc. Petroleum Engrs. J., v. 14, 1974, pp. 295-308.

5. The use of conjugate gradients for systems of linear equations possessing “Property A”;Reid, J. K.;SIAM J. Numer. Anal.,1972

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