Calculating the entropy and number of spanning trees of a complex network model

In real-world situations, complex networks are prevalent. Free-scale networks, small-world networks, and fractalsare examples of complex networks. In this paper, we generalize the models presented for El Atik and Ma. We discuss some topological properties of the proposed model like the clustering coefficient and the diameter. Also, the entropy and the number of spanning trees are significant measures related to the reliability and communication aspects of the network. Therefore, we calculate analytically the entropy and number of spanning trees of the model, which clarifies that the results of El Atik et al. are unerring whereas the given results of Ma and Yao are erroneous.

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Publication Details

Journal
Journal of the Egyptian Mathematical Society
Published
2025-05-07
DOI
https://doi.org/10.21608/joems.2025.425244
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

Calculating the entropy and number of spanning trees of a complex network model

A. W. Aboutahoun, Fatma El-Safty
Journal of the Egyptian Mathematical Society
Complex Network Analysis Techniques
article

Calculating the entropy and number of spanning trees of a complex network model

A. W. Aboutahoun, Fatma El-Safty
article en

Abstract

In real-world situations, complex networks are prevalent. Free-scale networks, small-world networks, and fractalsare examples of complex networks. In this paper, we generalize the models presented for El Atik and Ma. We discuss some topological properties of the proposed model like the clustering coefficient and the diameter. Also, the entropy and the number of spanning trees are significant measures related to the reliability and communication aspects of the network. Therefore, we calculate analytically the entropy and number of spanning trees of the model, which clarifies that the results of El Atik et al. are unerring whereas the given results of Ma and Yao are erroneous.

Journal of the Egyptian Mathematical SocietyVol. 33(1)
Damanhour University (EG), Zewail City of Science and Technology (EG), Alexandria University (EG)
Openalex Percentile: Top 92%
Complex Network Analysis Techniques
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