并行计算算法在串行算法设计中的应用

N. Megiddo
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引用次数: 632

摘要

本文的目的是指出,即使在没有多处理器机器的情况下,对计算问题中的并行性进行分析也具有实际意义。这是真的,因为在许多情况下,一个问题的良好并行算法可能会对设计另一个问题的有效串行算法有用。本文为这类案例提供了一个统一的框架。本文讨论的特殊情况,为研究排序、选择、最小生成树、最短路径、最大流量、矩阵乘法以及调度和定位问题中的并行性提供了动机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Applying parallel computation algorithms in the design of serial algorithms
The goal of this paper is to point out that analyses of parallelism in computational problems have practical implications even when multi-processor machines are not available. This is true because, in many cases, a good parallel algorithm for one problem may turn out to be useful for designing an efficient serial algorithm for another problem. A unified framework for cases like this is presented. Particular cases, which are discussed in this paper, provide motivation for examining parallelism in problems like sorting, selection, minimum-spanning-tree, shortest route, maxflow, matrix multiplication, as well as scheduling and locational problems.
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