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research-article

A class of first order factorization methods

Published: 01 June 1978 Publication History

Abstract

A class of first order factorization methods for the solution of large, symmetric, sparse systems of equations is introduced. Asymptotic results for the computational complexity are developed, results from numerical experiments are presented and comparisons with other iterative and direct methods are carried out.

References

[1]
I. Gustafsson,A class of first order factorization methods, Computer Sciences 77.04R, Chalmers University of Technology, Göteborg, Sweden, (1977).
[2]
O. Axelsson,A class of iterative methods for finite element equations, Comp.meth. in appl. mechanics and engineering 9 (1976), 123–137.
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O. Axelsson,On preconditioning and convergence acceleration in sparse matrix problems, CERN 74-10, Genève, Switzerland (1974).
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J. A. Meijerink and H. A. van der Vorst,An iterative solution method for linear systems of which the coefficient matrix is a symmetric M-matrix, Math. of Comp. 31 (1977), 148–162.
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P. Saylor,Second order strongly implicit symmetric factorization methods for the solution of elliptic difference equations, SIAM J. Numer. Anal. 11 (1974), 894–908.
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H. L. Stone,Iterative solution of implicit approximations of multidimensional partial differential equations, SIAM J. Numer. Anal. 5 (1968), 530–558.
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T. Dupont, R. Kendall and H. H. Rachford Jr.,An approximate factorization procedure for solving selfadjoint elliptic difference equations, SIAM J. Numer. Anal. 5 (1968), 559–573.
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O. Axelsson,A generalized SSOR method, BIT 12 (1972), 443–467.
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I. Gustafsson,On first order factorization methods for the solution of problems with mixed boundary conditions and problems with discontinuous material coefficients, Computer Sciences 77.13R, Chalmers University of Technology, Göteborg, Sweden (1977).
[10]
A. George,Nested dissection of a regular finite element mesh, SIAM J. Numer. Anal. 10 (1973), 345–363.
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A. George,Numerical experiments using dissection methods to solve n by n grid problems, Research Report CS-75-07, University of Waterloo, Canada (1975).
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[13]
O. Axelsson and I. Gustafsson,A modified upwind scheme for convective transport equations and the use of a conjugate gradient method for the solution of non-symmetric systems of equations, Computer Sciences 77.12R, Chalmers University of Technology, Göteborg, Sweden (1977).
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O. Axelsson, and I. Gustafsson,Iterative methods for the solution of the Naviers equations of elasticity, Computer Sciences 77.09R, Chalmers University of Technology, Göteborg, Sweden (1977).

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Published In

cover image BIT
BIT  Volume 18, Issue 2
Jun 1978
116 pages

Publisher

BIT Computer Science and Numerical Mathematics

United States

Publication History

Published: 01 June 1978

Author Tags

  1. Numerical Experiment
  2. Computational Complexity
  3. Computational Mathematic
  4. Factorization Method
  5. Asymptotic Result

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