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Discrete scale invariance in scale free graphs

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  • Graña, Matías
  • Pinasco, Juan Pablo

Abstract

In this work, we introduce an energy function in order to study finite scale free graphs generated with different models. The energy distribution has a fractal pattern and presents log periodic oscillations for high energies. These oscillations are related to a discrete scale invariance of certain graphs, that is, there are preferred scaling ratios suggesting a hierarchical distribution of node degrees. On the other hand, small energies correspond to graphs with evenly distributed degrees.

Suggested Citation

  • Graña, Matías & Pinasco, Juan Pablo, 2007. "Discrete scale invariance in scale free graphs," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 380(C), pages 601-610.
  • Handle: RePEc:eee:phsmap:v:380:y:2007:i:c:p:601-610
    DOI: 10.1016/j.physa.2007.02.047
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    References listed on IDEAS

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    1. M. Goldstein & S. Morris & G. Yen, 2004. "Problems with fitting to the power-law distribution," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 41(2), pages 255-258, September.
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