Department of Physics

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Author: search.filters.author.Bandyopadhyay, DebashisSubject: search.filters.subject.Random Matrix Theory (RMT)

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    Randomness of random networks: A random matrix analysis
    (IOP, 2009-09) Bandyopadhyay, Debashis
    We analyze complex networks under the random matrix theory framework. Particularly, we show that Δ3 statistics, which gives information about the long-range correlations among eigenvalues, provides a measure of randomness in networks. As networks deviate from the regular structure, Δ3 follows the random matrix prediction of logarithmic behavior (i.e., ) for longer scale.