Please use this identifier to cite or link to this item: https://doi.org/10.1209/0295-5075/87/48010
Title: Randomness of random networks: A random matrix analysis
Authors: Jalan, S. 
Bandyopadhyay, J.N. 
Issue Date: 1-Aug-2009
Citation: Jalan, S., Bandyopadhyay, J.N. (2009-08-01). Randomness of random networks: A random matrix analysis. EPL 87 (4) : -. ScholarBank@NUS Repository. https://doi.org/10.1209/0295-5075/87/48010
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. © 2009 Europhysics Letters Association.
Source Title: EPL
URI: http://scholarbank.nus.edu.sg/handle/10635/97751
ISSN: 02955075
DOI: 10.1209/0295-5075/87/48010
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