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 |
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Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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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. |
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ISSN: | 0378-4371 1873-2119 |
DOI: | 10.1016/j.physa.2020.125001 |