Scale-free networks without growth

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Abstract

In this paper, we proposed an ungrowing scale-free network model, indicating the growth may not be a necessary condition of the self-organization of a network in a scale-free structure. The analysis shows that the degree distributions of the present model can varying from the Poisson form to the power-law form with the decrease of a free parameter α. This model provides a possible mechanism for the evolution of some scale-free networks with fixed size, such as the friendship networks of school children and the functional networks of the human brain.

Original languageEnglish
Pages (from-to)1683-1688
Number of pages6
JournalPhysica A: Statistical Mechanics and its Applications
Volume387
Issue number7
DOIs
StatePublished - 1 Mar 2008
Externally publishedYes

Keywords

  • Complex networks
  • Modelling
  • Scale-free network

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