Stability and sensitivity of tridiagonal LU factorization without pivoting

被引:8
|
作者
Bueno, MI [1 ]
Dopico, FM [1 ]
机构
[1] Univ Carlos III Madrid, Dept Math, Leganes 28911, Spain
关键词
tridiagonal matrices; LU factorization; condition numbers; error analysis;
D O I
10.1007/s10543-004-6025-7
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this paper the accuracy of LU factorization of tridiagonal matrices without pivoting is considered. Two types of componentwise condition numbers for the L and U factors of tridiadonal matrices are presented and compared. One type is a condition number with respect to small relative perturbations of each entry of the matrix. The other type is a condition number with respect to small componentwise perturbations of the kind appearing in the backward error analysis of the usual algorithm for the LU factorization. We show that both condition numbers are of similar magnitude. This means that the algorithm is componentwise forward stable, i.e., the forward errors are of similar magnitude to those produced by a componentwise backward stable method. Moreover the presented condition numbers can be computed in O(n) flops, which allows to estimate with low cost the forward errors.
引用
收藏
页码:651 / 673
页数:23
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