符号线性系统代数计算中的并行性和并行算法

Tateaki Sasaki, Y. Kanada
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引用次数: 6

摘要

本文的前半部分讨论了代数计算的并行执行。本文认为,尽管分治算法的并行执行获得了很高的效率,但吞吐量与处理器数量的比例仍然很小。并行处理对于模块化算法和线性代数中的许多算法来说是最成功的。在本文的第二部分,提出了符号行列式和线性方程的并行算法。该算法在简单的并行处理方案中具有很高的效率。这些算法同样适用于串行处理方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parallelism in algebraic computation and parallel algorithms for symbolic linear systems
Parallel execution of algebraic computation is discussed in the first half of this paper. It is argued that, although a high efficiency is obtained by parallel execution of divide-and-conquer algorithms, the ratio of the throughput to the number of processors is still small. Parallel processing will be most successful for the modular algorithms and many algorithms in linear algebra. In the second half of this paper, parallel algorithms for symbolic determinants and linear equations are proposed. The algorithms manifest a very high efficiency in a simple parallel processing scheme. These algorithms are well usable in also the serial processing scheme.
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