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A communication-less parallel algorithm for tridiagonal Toeplitz systems
Authors:Jeffrey M McNally  LE Garey  RE Shaw
Institution:1. Department of Mathematics, Statistics and Computer Science, Saint Francis Xavier University, Antigonish, Nova Scotia, Canada B2G 2W5;2. Department of Computer Science and Applied Statistics, University of New Brunswick, Saint John, New Brunswick, Canada E2L 4L5
Abstract:Diagonally dominant tridiagonal Toeplitz systems of linear equations arise in many application areas and have been well studied in the past. Modern interest in numerical linear algebra is often focusing on solving classic problems in parallel. In McNally Fast parallel algorithms for tri-diagonal symmetric Toeplitz systems, MCS Thesis, University of New Brunswick, Saint John, 1999], an m processor Split & Correct algorithm was presented for approximating the solution to a symmetric tridiagonal Toeplitz linear system of equations. Nemani Perturbation methods for circulant-banded systems and their parallel implementation, Ph.D. Thesis, University of New Brunswick, Saint John, 2001] and McNally (2003) adapted the works of Rojo A new method for solving symmetric circulant tri-diagonal system of linear equations, Comput. Math. Appl. 20 (1990) 61–67], Yan and Chung A fast algorithm for solving special tri-diagonal systems, Computing 52 (1994) 203–211] and McNally et al. A split-correct parallel algorithm for solving tri-diagonal symmetric Toeplitz systems, Internat. J. Comput. Math. 75 (2000) 303–313] to the non-symmetric case. In this paper we present relevant background from these methods and then introduce an m processor scalable communication-less approximation algorithm for solving a diagonally dominant tridiagonal Toeplitz system of linear equations.
Keywords:65F05  65Y05  68M14
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