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系数矩阵为块三对角的线性方程组的并行算法
引用本文:吕全义,叶天麒.系数矩阵为块三对角的线性方程组的并行算法[J].西北工业大学学报,1996,14(2):314-318.
作者姓名:吕全义  叶天麒
作者单位:西北工业大学
基金项目:国家教委博土点基金,航空科学基金
摘    要:给出了一种求解系数矩阵为块三对角的线性方程组的适合于MIMD型机的并行算法。从理论上证明了他与BSOR方法有相同的收敛速度,且与块Jacobi方法有相同的并行性,并用一个算例在Multi-TransputerSystem模型机上作了计算,证明了他的有效性与可行性。

关 键 词:块三对角系数矩阵,并行算法,BSOR方法,Multi-TransputerSystem

An Improved Parallel Algorithm for Solving Linear Equations involving Block Tridiagonal Coefficient Matrix
Lu Quanyi, Ye Tianqi.An Improved Parallel Algorithm for Solving Linear Equations involving Block Tridiagonal Coefficient Matrix[J].Journal of Northwestern Polytechnical University,1996,14(2):314-318.
Authors:Lu Quanyi  Ye Tianqi
Abstract:Yanis's 1990 paper 1] presents a parallel method for solving linear system of equations which involves block tridiagonal coefficient matrix. Ref.1] approximates the level of methods used in P. R. China. But Yanis's method appears to be not sufficiently good in convergence. We now seek to improve convergence without sacrificing parallelism.Conversence is improved through suitable decomposition of matrix A in eq. (1), which represents a system of linear equations. After trying out several likely ways of decomposition, the best is that given by eq. (la). With this best way of decomposition and using the form of the iterative formula of the BSOR method, we establish the needed iterative formula, eq. (2). Then eqs. (3) through (5) are provided for carryins out computation required by our parallel algorithm. Our algorithm is suitable when multi - transputer system is employed as model machine.One illustrative example is given. The times consumed with our parallel algorithm and that of Ref. 1] are respectively 3.347 s and 4.187 s.These results indicate that our algorithm is effective and feasible.
Keywords:block tridiagonal coefficient matrix  parallel algorithm  BSOR method  multitransputer system  
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