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Resistance distance, information centrality, node vulnerability and vibrations in complex networks

Estrada, Ernesto and Hatano, Naomichi (2010) Resistance distance, information centrality, node vulnerability and vibrations in complex networks. In: Network Science. Springer. ISBN 9781849963954

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    Abstract

    We discuss three seemingly unrelated quantities that have been introduced in different fields of science for complex networks. The three quantities are the resistance distance, the information centrality and the node displacement. We first prove various relations among them. Then we focus on the node displacement, showing its usefulness as an index of node vulnerability.We argue that the node displacement has a better resolution as a measure of node vulnerability than the degree and the information centrality.

    Item type: Book Section
    ID code: 30110
    Keywords: node displacement, resistance distance, information centrality, Mathematics
    Subjects: Science > Mathematics
    Department: Faculty of Science > Mathematics and Statistics
    Related URLs:
    Depositing user: Pure Administrator
    Date Deposited: 25 Mar 2011 11:53
    Last modified: 06 Oct 2012 09:12
    URI: http://strathprints.strath.ac.uk/id/eprint/30110

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