Literature DB >> 17930310

Unified model for network dynamics exhibiting nonextensive statistics.

Stefan Thurner1, Fragiskos Kyriakopoulos, Constantino Tsallis.   

Abstract

We introduce a dynamical network model which unifies a number of network families which are individually known to exhibit q-exponential degree distributions. The present model dynamics incorporates static (nongrowing) self-organizing networks, preferentially growing networks, and (preferentially) rewiring networks. Further, it exhibits a natural random graph limit. The proposed model generalizes network dynamics to rewiring and growth modes which depend on internal topology as well as on a metric imposed by the space they are embedded in. In all of the networks emerging from the presented model we find q-exponential degree distributions over a large parameter space. We comment on the parameter dependence of the corresponding entropic index q for the degree distributions, and on the behavior of the clustering coefficients and neighboring connectivity distributions.

Year:  2007        PMID: 17930310     DOI: 10.1103/PhysRevE.76.036111

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


  2 in total

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Authors:  Grzegorz Siudem; Barbara Żogała-Siudem; Anna Cena; Marek Gagolewski
Journal:  Proc Natl Acad Sci U S A       Date:  2020-06-08       Impact factor: 11.205

2.  Science and Facebook: The same popularity law!

Authors:  Zoltán Néda; Levente Varga; Tamás S Biró
Journal:  PLoS One       Date:  2017-07-05       Impact factor: 3.240

  2 in total

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