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On structural properties of scale-free networks with finite size

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  • Ou, Ruiqiu
  • Yang, Jianmei

Abstract

Since many large real networks tend to present scale-free degree distribution, this paper investigates the structural properties of scale-free networks with finite size. Beginning with a comprehensive analysis of the degree distribution consisting of the concentration trend, dispersion and inequality, this paper then focuses on the discussion of heterogeneity and hub nodes of scale-free networks. The findings will help to improve our understanding of the structure and function of real networks.

Suggested Citation

  • Ou, Ruiqiu & Yang, Jianmei, 2012. "On structural properties of scale-free networks with finite size," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(3), pages 887-894.
    • Handle: RePEc:eee:phsmap:v:391:y:2012:i:3:p:887-894
    DOI: 10.1016/j.physa.2011.08.056
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    References listed on IDEAS

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    Cited by:

    1. Ming Zheng & Jia-nan Wu & Yan-xin Huang & Gui-xia Liu & You Zhou & Chun-guang Zhou, 2012. "Inferring Gene Regulatory Networks by Singular Value Decomposition and Gravitation Field Algorithm," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-6, December.

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