A Parallel Algorithm for Block Tridiagonal Systems

Heng Zhang, Wu Zhang, Xian-He Sun
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引用次数: 3

Abstract

A parallel algorithm, namely parallel block diagonal dominant (PBDD) algorithm, is proposed to solve block tridiagonal linear systems on multi-computers. This algorithm is based on divided-and-conquer idea of the PDD method. When the systems is strictly block diagonal dominant, the PBDD is highly parallel and provides approximate solutions that equals to the exact solutions within machine accuracy. The PBDD method has been implemented on a 64-node multi-computer. The analytic results match closely with the results measured from the numerical experiments.
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块三对角系统的并行算法
提出了一种在多计算机上求解块三对角线性系统的并行算法,即并行块对角优势(PBDD)算法。该算法基于PDD方法的分而治之思想。当系统是严格的块对角线优势时,PBDD是高度平行的,并提供近似解,等于机器精度内的精确解。PBDD方法已在64节点多计算机上实现。分析结果与数值实验结果吻合较好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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