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关于通过拉普拉斯矩阵的舒尔补从树产生的图的菲德勒向量。

On the Fiedler vectors of graphs that arise from trees by Schur complementation of the Laplacian.

作者信息

Stone Eric A, Griffing Alexander R

机构信息

North Carolina State University.

出版信息

Linear Algebra Appl. 2009 Oct 15;431(10):1869-1880. doi: 10.1016/j.laa.2009.06.024. Epub 2009 Jul 12.

Abstract

The utility of Fiedler vectors in interrogating the structure of graphs has generated intense interest and motivated the pursuit of further theoretical results. This paper focuses on how the Fiedler vectors of one graph reveal structure in a second graph that is related to the first. Specifically, we consider a point of articulation in the graph whose Laplacian matrix is and derive a related graph whose Laplacian is the matrix obtained by taking the Schur complement with respect to in . We show how Fiedler vectors of relate to the structure of and we provide bounds for the algebraic connectivity of in terms of the connected components at in . In the case where is a tree with points of articulation ∈ , we further consider the graph derived from by taking the Schur complement with respect to in . We show that Fiedler vectors of valuate the pendent vertices of in a manner consistent with the structure of the tree.

摘要

菲德勒向量在探究图的结构方面的效用引发了强烈兴趣,并促使人们追求进一步的理论成果。本文关注的是一个图的菲德勒向量如何揭示与第一个图相关的第二个图中的结构。具体而言,我们考虑图(G)中的一个关节点,其拉普拉斯矩阵为(L),并推导一个相关图(G'),其拉普拉斯矩阵是通过在(L)中对与该关节点相关的子矩阵取舒尔补得到的矩阵。我们展示了(G)的菲德勒向量如何与(G')的结构相关,并根据(G)中该关节点处的连通分量给出了(G')的代数连通性的界。在(G)是具有关节点(v\in V(G))的树的情况下,我们进一步考虑通过在(L)中对与(v)相关的子矩阵取舒尔补从(G)导出的图(G'')。我们表明(G'')的菲德勒向量以与树的结构一致的方式评估(G)的悬挂顶点。

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