Scaling properties of multilayer random networks

J. A. Méndez-Bermúdez, Guilherme Ferraz de Arruda, Francisco A. Rodrigues, and Yamir Moreno
Phys. Rev. E 96, 012307 – Published 7 July 2017

Abstract

Multilayer networks are widespread in natural and manmade systems. Key properties of these networks are their spectral and eigenfunction characteristics, as they determine the critical properties of many dynamics occurring on top of them. Here, we numerically demonstrate that the normalized localization length β of the eigenfunctions of multilayer random networks follows a simple scaling law given by β=x*/(1+x*), with x*=γ(beff2/L)δ, δ1, and beff being the effective bandwidth of the adjacency matrix of the network, whose size is L. The scaling law for β, that we validate on real-world networks, might help to better understand criticality in multilayer networks and to predict the eigenfunction localization properties of them.

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  • Received 21 November 2016
  • Revised 22 March 2017

DOI:https://doi.org/10.1103/PhysRevE.96.012307

©2017 American Physical Society

Physics Subject Headings (PhySH)

NetworksStatistical Physics & Thermodynamics

Authors & Affiliations

J. A. Méndez-Bermúdez1, Guilherme Ferraz de Arruda2,3, Francisco A. Rodrigues2, and Yamir Moreno3,4,5

  • 1Instituto de Física, Benemérita Universidad Autónoma de Puebla, Apartado Postal J-48, Puebla 72570, Mexico
  • 2Departamento de Matemática Aplicada e Estatística, Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo-Campus de São Carlos, Caixa Postal 668, 13560-970 São Carlos, SP, Brazil
  • 3Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza, Zaragoza 50009, Spain
  • 4Department of Theoretical Physics, University of Zaragoza, Zaragoza 50009, Spain
  • 5Complex Networks and Systems Lagrange Lab, Institute for Scientific Interchange, Turin, Italy

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Issue

Vol. 96, Iss. 1 — July 2017

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