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Title:
Research and implementation of hungarian method based on the structure index reduction for DAE systems
Author: Zeng, Yan (1) ; Wu, Xuesong (1) ; Cao, Jianwen (1)
Corresponding Author: Wu, X.(Xuesongwu@msn.cn)
Source: Journal of Algorithms and Computational Technology
Issued Date: 2014
Volume: 8, Issue:2, Pages:219-231
Indexed Type: EI
Department: (1) Laboratory of Parallel Software and Computational Science of Software, Institute of Software Chinese Academy of Sciences, Beijing, 100190, China; (2) University of Chinese Academy of Sciences, Beijing, 100049, China
Abstract: 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.
English Abstract: 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.
Language: 英语
Content Type: 期刊论文
URI: http://ir.iscas.ac.cn/handle/311060/17020
Appears in Collections:软件所图书馆_期刊论文

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Recommended Citation:
Zeng, Yan ,Wu, Xuesong ,Cao, Jianwen . Research and implementation of hungarian method based on the structure index reduction for DAE systems[J]. Journal of Algorithms and Computational Technology,2014-01-01,8(2):219-231.
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