Preconditioned Gauss-Seidel iterative method for Z-matrices linear systems
2
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
For Ax=b, it has recently been reported that the convergence of the preconditioned Gauss-Seidel iterative method which uses a matrix of the type P=I+S(α) to perform certain elementary row operations on is faster than the basic Gauss-Seidel method. In this paper, we discuss the adaptive Gauss-Seidel iterative method which uses P=I+S(α) +[기호](β) as a preconditioner. We present some comparison theorems, which show the rate of convergence of the new method is faster than the basic method and the method in [7] theoretically. Numerical examples show the effectiveness of our algorithm.
Abstract
For Ax=b, it has recently been reported that the convergence of the preconditioned Gauss-Seidel iterative method which uses a matrix of the type P=I+S(α) to perform certain elementary row operations on is faster than the basic Gauss-Seidel method. In this paper, we discuss the adaptive Gauss-Seidel iterative method which uses P=I+S(α) +[기호](β) as a preconditioner. We present some comparison theorems, which show the rate of convergence of the new method is faster than the basic method and the method in [7] theoretically. Numerical examples show the effectiveness of our algorithm.
참고문헌 (9)
- A. Berman, "Nonnegative Matrices in the Mathematical Sciences" (1994), Society for Industrial and Applied Mathematics (SIAM)
- A. D. Gunawardena, "Modified iterative methods for consistent linear systems", Linear Algebra Appl, 154, pp.123~143 (1991)
- A. Hadjidimos, "More on modifications and improvements of classical iterative schemes for M-matrices", Linear Algebra Appl, 364, pp.253~279 (2003)
- J. Hu, "The iterative methods of the linear equations", pp.63~64 (1997), Science Press
- T. Kohno, "Improving the modified Gauss-Seidel method for Z-matrices", Linear Algebra Appl, 267, pp.113~123 (1997)
- H. Kotakemori, "Accelerated iterative method for Z-matrices", J. Comput. Appl. Math, 75(1), pp.87~97 (1996)
- J. Li, "Preconditioning methods for Z-matrices", Acta Math. Sci. Ser. A Chin. Ed, 25(1), pp.5~10 (2005)
- J. P. Milaszewicz, "Improving Jacobi and Gauss-Seidel iterations", Linear Algebra Appl, 93, pp.161~170 (1987)
- X. Shao, "Modified SOR-like method for the augmented system", Int. J. Comput. Math, 84(11), pp.1653~1662 (2007)
