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Research and Implementation of Hungarian Method Based on the Structure Index Reduction for DAE Systems

机译:基于结构化指标约简的DAE系统匈牙利方法的研究与实现

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摘要

Hungarian method is a classical method for solving assignment problems. It also can be widely used in other problems, such as matching problem. This paper researches its application on using structural index reduction method to solve high-index DAEs, based on the combinatorial relaxation theory. Combinatorial relaxation theory converts the complex mathematical problem to the matching problem of bipartite graph. Based on this theory, this paper presents the main idea of Hungarian method and puts up three implementations for Hungarian method. At last, it compares the time performance of the three implementations by running a set of experiments.
机译:匈牙利方法是解决分配问题的经典方法。它也可以广泛用于其他问题,例如匹配问题。本文基于组合松弛理论,研究了其在利用结构指数折减法求解高指数DAE中的应用。组合松弛理论将复杂的数学问题转换为二部图的匹配问题。在此理论的基础上,提出了匈牙利方法的主要思想,并提出了匈牙利方法的三种实现方法。最后,它通过运行一组实验来比较这三种实现的时间性能。

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  • 作者单位

    Laboratory of Parallel Software and Computational Science of Software, Institute of Software Chinese Academy of Sciences, Beijing, 100190, China,University of Chinese Academy of Sciences, Beijing, 100049, China;

    Laboratory of Parallel Software and Computational Science of Software, Institute of Software Chinese Academy of Sciences, Beijing, 100190, China;

    Laboratory of Parallel Software and Computational Science of Software, Institute of Software Chinese Academy of Sciences, Beijing, 100190, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    DAE; Index Reduction; Combinatorial Relaxation Theory; Bipartite Graph; Hungarian Method;

    机译:DAE;指数减少;组合松弛理论;二部图匈牙利法;
  • 入库时间 2022-08-18 00:37:38

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