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Numerical aspects of Gram-Schmidt orthogonalization of vectors. (English) Zbl 0515.65036


MSC:

65F25 Orthogonalization in numerical linear algebra
65F15 Numerical computation of eigenvalues and eigenvectors of matrices

Software:

LINPACK
Full Text: DOI

References:

[1] Björck, Å., Solving linear least squares problems by Gram-Schmidt orthogonalization, BIT, 7, 1-21 (1967) · Zbl 0183.17802
[2] Björck, Å., Iterative refinement of linear least squares solutions,part 2, BIT, 8, 8-30 (1968) · Zbl 0177.43204
[3] Daniel, J. W.; Gragg, W. B.; Kaufman, L.; Stewart, G. W., Reorthogonalization and stable algorithms for updating the Gram-Schmidt QR factorization, Math. Comp., 30, 772-795 (1976) · Zbl 0345.65021
[4] T. Ericsson, An analysis of orthogonalization in elliptic norms, to appear.; T. Ericsson, An analysis of orthogonalization in elliptic norms, to appear.
[5] Ericsson, T.; Ruhe, A., The spectral transformation Lanczos method for the numerical solution of large sparse generalized symmetric eigenvalue problems, Math. Comp., 35, 1251-1268 (1980) · Zbl 0468.65021
[6] Gander, W., Algorithms for the QR decomposition, (Res. Rep. 80-02, Sem. Angew. Math. (1980), ETH: ETH Zurich) · Zbl 0366.65012
[7] Golub, G. H., Numerical methods for solving linear least squares problems, Numer. Math., 7, 206-216 (1965) · Zbl 0142.11502
[8] Golub, G. H.; Underwood, R.; Willdnson, J. H., The Lanczos algorithm for the symmetric Ax = λBx problem, (Tech. Rep. STAN-CS-72-270, (1972), Computer Science Dept., Stanford Univ)
[9] Dongarra, J. J.; Moler, C. B.; Bunch, J. R.; Stewart, G. W., (Linpack Users Guide (1979), SIAM: SIAM Philadelphia)
[10] Paige, C. C.; Saunders, M., Alg 583 LSQR,, ACM Trans. Math. Software, 8, 195-201 (1982)
[11] Ruhe, A., The two-sided Arnoldi algorithm for nonsymmetric eigenvalue problems, (Proceedings of the Conference on Matrix Pencils. Proceedings of the Conference on Matrix Pencils, Piteå (1982), Springer LNM), to appear · Zbl 0502.65022
[12] Saad, Y., Variations on Arnoldi’s method for computing eigenelements of large unsymmetric matrices, Linear Algebra Appl., 34, 269-295 (1980) · Zbl 0456.65017
[13] Saad, Y., The Lanczos biorthogonalization algorithm and other oblique projection methods for solving large unsymmetric systems, SIAM J. Numer. Anal., 19, 485-506 (1982) · Zbl 0483.65022
[14] Saad, Y., Projection methods for solving large sparse eigenvalue problems, (Proceedings of the Conference on Matrix Pencils. Proceedings of the Conference on Matrix Pencils, Piteå (1982), Springer LNM), to appear · Zbl 0501.65014
[15] Schwarz, H. R.; Rutishauser, H.; Stiefel, E., Matrizen-Numerik (1968), Teubner · Zbl 0174.46701
[16] Varga, R. S., Matrix Iterative Analysis (1962), Prentice-Hall: Prentice-Hall Englewood Cliffs, N.J · Zbl 0133.08602
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