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FPTAS for Counting Weighted Edge Covers

机译:FPTAS用于计算加权边盖

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An edge cover of a graph is a set of edges in which each vertex has at least one of its incident edges. The problem of counting the number of edge covers is #P-complete and was shown to admit a fully polynomial-time approximation scheme (FPTAS) recently. Counting weighted edge covers is the problem of computing the sum of the weights for all the edge covers, where the weight of each edge cover is defined to be the product of the edge weights of all the edges in the cover. The FPTAS in cannot apply to general weighted counting for edge covers, which was stated as an open question there. Such weighted counting is generally interesting as for instance the weighted counting independent sets (vertex covers) problem has been exhaustively studied in both statistical physics and computer science. Weighted counting for edge cover is especially interesting as it is closely related to counting perfect matchings, which is a long-standing open question. In this paper, we obtain an FPTAS for counting general weighted edge covers, and thus solve an open question in. Our algorithm also goes beyond that to certain generalization of edge cover.
机译:图的边缘覆盖是一组边缘,其中每个顶点具有至少一个入射边缘。计算边缘覆盖数的问题是#P完全的,并且最近被证明可以采用完全多项式时间近似方案(FPTAS)。计算加权边缘覆盖物是计算所有边缘覆盖物权重之和的问题,其中每个边缘覆盖物的权重定义为覆盖物中所有边缘的边缘权重的乘积。 FPTAS不适用于边缘封皮的一般加权计数,这在此处被认为是一个悬而未决的问题。这样的加权计数通常是令人感兴趣的,例如,已经在统计物理学和计算机科学中详尽地研究了加权计数独立集(顶点覆盖)问题。边缘覆盖的加权计数特别有趣,因为它与计数完美匹配密切相关,这是一个长期存在的问题。在本文中,我们获得了一种FPTAS来对通用加权边缘覆盖进行计数,从而解决了一个开放性问题。我们的算法还超出了边缘覆盖的某些泛化范围。

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