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Randomness of random networks: A random matrix analysis

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dc.contributor.author Bandyopadhyay, Debashis
dc.date.accessioned 2024-02-09T11:08:23Z
dc.date.available 2024-02-09T11:08:23Z
dc.date.issued 2009-09
dc.identifier.uri https://iopscience.iop.org/article/10.1209/0295-5075/87/48010/meta
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/jspui/xmlui/handle/123456789/14173
dc.description.abstract 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. en_US
dc.language.iso en en_US
dc.publisher IOP en_US
dc.subject Physics en_US
dc.subject Random Matrix Theory (RMT) en_US
dc.subject Random networks en_US
dc.title Randomness of random networks: A random matrix analysis en_US
dc.type Article en_US


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