General expression for the component size distribution in infinite configuration networks

Open Access
Authors
Publication date 05-2017
Journal Physical Review E
Article number 052303
Volume | Issue number 95 | 5
Number of pages 8
Organisations
  • Faculty of Science (FNWI) - Van 't Hoff Institute for Molecular Sciences (HIMS)
Abstract
In the infinite configuration network the links between nodes are assigned randomly with the only restriction that the degree distribution has to match a predefined function. This work presents a simple equation that gives for an arbitrary degree distribution the corresponding size distribution of connected components. This equation is suitable for fast and stable numerical computations up to the machine precision. The analytical analysis reveals that the asymptote of the component size distribution is completely defined by only a few parameters of the degree distribution: the first three moments, scale, and exponent (if applicable). When the degree distribution features a heavy tail, multiple asymptotic modes are observed in the component size distribution that, in turn, may or may not feature a heavy tail.
Document type Article
Note ©2017 American Physical Society
Language English
Published at https://doi.org/10.1103/PhysRevE.95.052303
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