Modified ST algorithms and numerical experiments

作者: Cosmo D. Santiago , Jin-Yun Yuan

DOI: 10.1016/S0168-9274(03)00059-X

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摘要: Recently Golub and Yuan [BIT 42 (2002) 814] proposed the ST decomposition for matrices. However, its numerical stability has not been discussed so far. Here we present preliminary investigations on behavior of decomposition. We also propose modifications (modified algorithm) to improve algorithm's stability. Numerical tests Golub-Yuan algorithm our modified are given some famous test All include comparisons with LU (or Cholesky) without pivoting. These indicate that version possess reasonable In particular, is stable sparse Moreover, it more than in case dense

参考文章(12)
Gene H. Golub, Jin-Yun Yuan, Symmetric-Triangular Decomposition and its Applications Part I: Theorems and Algorithms Bit Numerical Mathematics. ,vol. 42, pp. 814- 822 ,(2002) , 10.1023/A:1021904604693
Laurene V. Fausett, Applied Numerical Analysis Using MATLAB ,(1999)
J.M. Varah, The prolate matrix Linear Algebra and its Applications. ,vol. 187, pp. 269- 278 ,(1993) , 10.1016/0024-3795(93)90142-B
Nicholas J. Higham, Algorithm 694: a collection of test matrices in MATLAB ACM Transactions on Mathematical Software. ,vol. 17, pp. 289- 305 ,(1991) , 10.1145/114697.116805
James W. Demmel, Nicholas J. Higham, Stability of block algorithms with fast level-3 BLAS ACM Transactions on Mathematical Software. ,vol. 18, pp. 274- 291 ,(1992) , 10.1145/131766.131769
Carsten Keller, Nicholas I. M. Gould, Andrew J. Wathen, Constraint Preconditioning for Indefinite Linear Systems SIAM Journal on Matrix Analysis and Applications. ,vol. 21, pp. 1300- 1317 ,(2000) , 10.1137/S0895479899351805
James W. Demmel, Nicholas J. Higham, Robert S. Schreiber, Stability of Block LU Factorization Numerical Linear Algebra With Applications. ,vol. 2, pp. 173- 190 ,(1995) , 10.1002/NLA.1680020208