Finite connected components in infinite directed and multiplex networks with arbitrary degree distributions

Open Access
Authors
Publication date 11-2017
Journal Physical Review E
Article number 052304
Volume | Issue number 96 | 5
Number of pages 12
Organisations
  • Faculty of Science (FNWI) - Van 't Hoff Institute for Molecular Sciences (HIMS)
Abstract
This work presents exact expressions for size distributions of weak and multilayer connected components in two generalizations of the configuration model: networks with directed edges and multiplex networks with an arbitrary number of layers. The expressions are computable in a polynomial time and, under some restrictions, are tractable from the asymptotic theory point of view. If first partial moments of the degree distribution are finite, the size distribution for two-layer connected components in multiplex networks exhibits an exponent -3/2 in the critical regime, whereas the size distribution of weakly connected components in directed networks exhibits two critical exponents -1/2 and -3/2.
Document type Article
Note ©2017 American Physical Society
Language English
Published at https://doi.org/10.1103/PhysRevE.96.052304
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