图连接,网络编码和扩展图

Ho Yee Cheung, L. Lau, K. M. Leung
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引用次数: 36

摘要

我们提出了一种新的代数公式来计算有向图中的边连通性,使用了网络编码中的思想。这减少了求解线性方程组的计算边缘连通性问题,从而允许我们使用线性代数中的工具来设计新的算法。利用代数公式,我们得到了计算单源边缘连通性和所有对边缘连通性的更快算法,在某些情况下,计算一对边缘连通性的平摊时间是次线性的。通过这种连接,我们还发现了扩展器和超级集中器的有趣用途,可以为一些图连通性问题设计快速算法。
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Graph Connectivities, Network Coding, and Expander Graphs
We present a new algebraic formulation to compute edge connectivities in a directed graph, using the ideas developed in network coding. This reduces the problem of computing edge connectivities to solving systems of linear equations, thus allowing us to use tools in linear algebra to design new algorithms. Using the algebraic formulation we obtain faster algorithms for computing single source edge connectivities and all pairs edge connectivities, in some settings the amortized time to compute the edge connectivity for one pair is sub linear. Through this connection, we have also found an interesting use of expanders and super concentrators to design fast algorithms for some graph connectivity problems.
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