Literature DB >> 20481782

Asymptotic properties of degree-correlated scale-free networks.

Jörg Menche1, Angelo Valleriani, Reinhard Lipowsky.   

Abstract

The possible correlation profiles of networks with a given scale-free degree distribution are restricted and bounded by maximally correlated configurations. Dissortative networks consist of nested bilayers, in which low-degree vertices are connected to high-degree vertices. The number of these bilayers attains a constant value for large network size N. Assortative networks exhibit monolayers of low-degree vertices, the number of which grows monotonously with N. Analytical relations for the Pearson correlation coefficient r of these extremal configurations are derived and shown to provide lower and upper bounds on the possible r values. Both bounds are found to vanish for large networks.

Year:  2010        PMID: 20481782     DOI: 10.1103/PhysRevE.81.046103

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

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Journal:  ScientificWorldJournal       Date:  2013-11-30
  4 in total

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