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.
Authors
- A. W. Aboutahoun
- Fatma El-Safty (ORCID: https://orcid.org/0000-0002-4437-0594)
Institutions
- Damanhour University (EG)
- Zewail City of Science and Technology (EG)
- Alexandria University (EG)
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
- 0.00