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New interpretation of related Huang’s methods. (English) Zbl 0886.65040

The general formulation of the ABS method for solving determined or underdetermined linear systems \(Ax=b\) is given first and it is shown that it is based on the recursive computation of a right inverse of \(A\). The method depends on an arbitrary matrix, and by the special selection of that matrix Gram-Schmidt algorithms and the implicit LU factorization of \(A\) via Gaussian elimination techniques are recovered.

MSC:

65F25 Orthogonalization in numerical linear algebra
65F05 Direct numerical methods for linear systems and matrix inversion
Full Text: DOI

References:

[1] Abaffy, J.; Broyden, C. G.; Spedicato, E., A class of direct methods for linear equations, Numer. Math., 45, 361-376 (1984) · Zbl 0535.65009
[2] Abaffy, J.; Spedicato, E., ABS Projection Algorithms: Mathematical Techniques for Linear and Nonlinear Equations (1989), Ellis Horwood: Ellis Horwood Chichester · Zbl 0691.65022
[3] Bjorck, A., Solving linear least squares problems by Gram-Schmidt orthogonalization, BIT, 7, 1-21 (1967) · Zbl 0183.17802
[4] Bjorck, A., Numerics of Gram-Schmidt orthogonalization, Linear Algebra Appl., 194, 1-19 (1993) · Zbl 0801.65039
[5] Faddeev, D. K.; Faddeeva, V. N., Computational Methods of Linear Algebra (1963), Freeman: Freeman San Francisco · Zbl 0112.07503
[6] Golub, G.; Van Loan, C. F., Matrix Computations (1983), Johns Hopkins U.P: Johns Hopkins U.P Baltimore · Zbl 0559.65011
[7] Huang, H. Y., A direct method for the general solution of a system of linear equations, J. Optim. Theory Appl., 16, 429-445 (1975) · Zbl 0291.90038
[8] Rao, C. R.; Mitra, S. K., Generalized Inverse of Matrices and Applications (1971), Wiley: Wiley New York · Zbl 0236.15004
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