三对角系统的并行递归算法

Yuguang Huang
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引用次数: 1

摘要

本文提出了一种基于递归的求解三对角方程的并行算法。与同样基于递归方法的并行前缀法(PP)相比,在保持通信成本不变的情况下,计算量减少了1 / 2。该方法可以看作是一种修改的前缀方法或具有子结构的前缀。采用BSP (Bulk Synchronous Parallel)模型分析了该算法的复杂度。实验结果在使用牛津BSP库的Sun工作站上得到。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallel recursive algorithm for tridiagonal systems
In this paper, a parallel algorithm for solving tridiagonal equations based on recurrence is presented. Compared with the parallel prefix method (PP) which is also based on the recursive method, the computation cost is reduced by a factor of two while maintaining the same communication cost. The method can be viewed as a modified prefix method or prefix with substructuring. The complexity of the algorithm is analysed using the BSP model (Bulk Synchronous Parallel). Experimental results are obtained on a Sun workstation using the Oxford BSP Library.
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