Scale-free and small-world properties of a multiple-hub network with fractal structure

In this paper, we introduce a new kind of multiple-hub network with fractal structure. We aim to present a study on some properties of this network, such as the box dimension of the adjacency matrix, degree distribution, average clustering coefficient and average path length, which show the scale-fr...

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Veröffentlicht in:Physica A 2020-11, Vol.558, p.125001, Article 125001
Hauptverfasser: Huang, Yuke, Zhang, Hanxiong, Zeng, Cheng, Xue, Yumei
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, we introduce a new kind of multiple-hub network with fractal structure. We aim to present a study on some properties of this network, such as the box dimension of the adjacency matrix, degree distribution, average clustering coefficient and average path length, which show the scale-free and small-world effects of this network. •Study a multiple-hub network with fractal structure.•Apply a renormalization group transformation to this network.•Calculate the box dimension of the adjacency matrix and the degree distribution.•Calculate the average clustering coefficient and the average path length.•This network has scale-free and small-world effects.
ISSN:0378-4371
1873-2119
DOI:10.1016/j.physa.2020.125001