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Analysis of scale-free networks based on a threshold graph with intrinsic vertex weights

  • Kwansei Gakuin University
  • Yokohama National University

Research output: Contribution to journalArticlepeer-review

37 Scopus citations

Abstract

The scale-free networks based on a threshold graph with intrinsic vertex weights, were described. The network model, which was based on thresholding of the intrinsic summed vertex weights belonging to the class of networks, was analyzed. The power-law degree distributions, with the dynamically stable scaling exponent 2, realistic clustering, and short path lengths were produced for various weight distributions. It was observed that the thresholding mechanisms can underlie a family of real complex networks which is characterized by cooperativeness and the baseline scaling exponent 2. The results show that the cooperative thresholding mechanisms yield different characteristics from those of growing types of networks.

Original languageEnglish
Article number036124
Pages (from-to)036124-1-036124-9
JournalPhysical Review E - Statistical, Nonlinear, and Soft Matter Physics
Volume70
Issue number3 2
DOIs
StatePublished - Sep 2004

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