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Scale-free networks out of multifractal chaos

par Budroni, Marcello ;Pastor-Satorras, Romualdo
Référence Communications in computer and information science, 708, page (3-13)
Publication Publié, 2017

Article révisé par les pairs

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Résumé :

Fractal and multifractal properties characterize many realworld scale-free networks. Here we present a deterministic approach to generate power-law networks from multifractal chaotic time series. We show, both analytically and numerically, how the resulting scale-free topologies preserve the multifractal information of the original chaotic source embedded in the exponent of the power-law degree distribution.