Second Refinement of Jacobi Iterative Method for Solving Linear System of Equations

Penulis

  • Tesfaye Kebede Eneyew Department of Mathematics, Bahir Dar University
  • Gurju Awgichew Department of Mathematics, Bahir Dar University
  • Eshetu Haile Department of Mathematics, Bahir Dar University
  • Gashaye Dessalew Abie Department of Mathematics, Bahir Dar University

Kata Kunci:

Jacobi Iterative method (J), Refinement of Jacobi method (RJ), Second-Refinement of Jacobi (SRJ, Symmetric positive definite Matrix (SPD), Strictly Diagonally Dominant Matrix (SDD)

Abstrak

In this paper, the new method called second refinement of Jacobi (SRJ) method for solving linear system of equations is proposed. The method can be used to solve ODE and PDE problems where the problems are reduced to linear system of equations with coefficient matrices which are strictly diagonally dominant (SDD) or symmetric positive definite matrices (SPD) or M-matrices. In this case, our new method minimizes the number of iterations as well as spectral radius and increases rate of convergence. Few numerical examples are considered to show the efficiency of SRJ over Jacobi (J) and refinement of Jacobi (RJ) methods.

Referensi

A. Laskar and S. Behera, “Refinement of iterative methods for the solution of system of linear equations ax=b,” IOSR Journal of Mathematics (IOSRJM), vol. 10, no. 3, pp. 70–73, 2014.

R. Varga, Matrix iterative analysis. Springer Science & Business Media, 2009, vol. 27.

B. Datta, Numerical linear algebra and applications. Siam, 2010, vol. 116.

W. Hackbusch, Iterative solution of large sparse systems of equations. Springer, 1994, vol. 95.

Y. Saad, Iterative methods for sparse linear systems. siam, 2003, vol. 82.

D. Young, Iterative solution of large linear systems. Elsevier, 2014.

Diterbitkan

2019-11-15

Cara Mengutip

Eneyew, T. K., Awgichew, G., Haile, E., & Abie, G. D. (2019). Second Refinement of Jacobi Iterative Method for Solving Linear System of Equations. (IJCSAM) International Journal of Computing Science and Applied Mathematics, 5(2), 41–47. Diambil dari https://journal.its.ac.id/index.php/ijcsam/article/view/4640

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