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一般无标度复杂网络的图形化条件及其在可见性图中的应用。

Graphicality conditions for general scale-free complex networks and their application to visibility graphs.

作者信息

Rodríguez Miguel A

机构信息

Instituto de Física de Cantabria (IFCA), CSIC-UNICAN, E-39005 Santander, Spain.

出版信息

Phys Rev E. 2016 Jul;94(1-1):012314. doi: 10.1103/PhysRevE.94.012314. Epub 2016 Jul 26.

Abstract

We obtain graphicality conditions for general types of scale-free networks. The same conditions obtained for uncorrelated networks are obtained in the general case. Then an upper bound relating γ, the exponent of the degree distribution, with the cutoff exponent κ, as κ<1/γ is established. This bound is valid for all networks with a well-defined power-law degree distribution in the range γ≤2. Some recent numerical research on visibility networks arising from persistent fractional Brownian motion (fBm) processes are reviewed since they do not fulfill these conditions. As a consequence, a new relationship between the exponent γ of the degree distribution and the Hurst exponent H of the fBm process, γ⪅1/H, is postulated.

摘要

我们获得了一般类型的无标度网络的图形化条件。在一般情况下得到了与不相关网络相同的条件。然后建立了度分布指数γ与截止指数κ之间的上限关系,即κ<1/γ。该界限对于γ≤2范围内具有明确幂律度分布的所有网络均有效。由于一些源于持续分数布朗运动(fBm)过程的可见性网络的最新数值研究不满足这些条件,因此对其进行了综述。结果,假设了度分布指数γ与fBm过程的赫斯特指数H之间的新关系,即γ⪅1/H。

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