Literature DB >> 33441951

Connecting complex networks to nonadditive entropies.

R M de Oliveira1, Samuraí Brito2, L R da Silva1,3, Constantino Tsallis3,4,5,6.   

Abstract

Boltzmann-Gibbs statistical mechanics applies satisfactorily to a plethora of systems. It fails however for complex systems generically involving nonlocal space-time entanglement. Its generalization based on nonadditive q-entropies adequately handles a wide class of such systems. We show here that scale-invariant networks belong to this class. We numerically study a d-dimensional geographically located network with weighted links and exhibit its 'energy' distribution per site at its quasi-stationary state. Our results strongly suggest a correspondence between the random geometric problem and a class of thermal problems within the generalised thermostatistics. The Boltzmann-Gibbs exponential factor is generically substituted by its q-generalisation, and is recovered in the [Formula: see text] limit when the nonlocal effects fade away. The present connection should cross-fertilise experiments in both research areas.

Entities:  

Year:  2021        PMID: 33441951     DOI: 10.1038/s41598-020-80939-1

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  11 in total

1.  Emergence of scaling in random networks

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2.  NETWORKS OF SCIENTIFIC PAPERS.

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3.  Experimental Validation of a Nonextensive Scaling Law in Confined Granular Media.

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5.  Thermostatistics of overdamped motion of interacting particles.

Authors:  J S Andrade; G F T da Silva; A A Moreira; F D Nobre; E M F Curado
Journal:  Phys Rev Lett       Date:  2010-12-22       Impact factor: 9.161

6.  Scaling properties of d-dimensional complex networks.

Authors:  Samuraí Brito; Thiago C Nunes; Luciano R da Silva; Constantino Tsallis
Journal:  Phys Rev E       Date:  2019-01       Impact factor: 2.529

7.  Statistical Properties of the Quantum Internet.

Authors:  Samuraí Brito; Askery Canabarro; Rafael Chaves; Daniel Cavalcanti
Journal:  Phys Rev Lett       Date:  2020-05-29       Impact factor: 9.161

8.  Locally noisy autonomous agents improve global human coordination in network experiments.

Authors:  Hirokazu Shirado; Nicholas A Christakis
Journal:  Nature       Date:  2017-05-17       Impact factor: 49.962

9.  Role of dimensionality in complex networks.

Authors:  Samuraí Brito; L R da Silva; Constantino Tsallis
Journal:  Sci Rep       Date:  2016-06-20       Impact factor: 4.379

10.  Thought disorder measured as random speech structure classifies negative symptoms and schizophrenia diagnosis 6 months in advance.

Authors:  Natália B Mota; Mauro Copelli; Sidarta Ribeiro
Journal:  NPJ Schizophr       Date:  2017-04-13
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