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Hybrid evolving clique-networks and their communicability

Authors :
Ding, Yimin
Zhou, Bin
Chen, Xiaosong
Publication Year :
2014

Abstract

Aiming to understand real-world hierarchical networks whose degree distributions are neither power law nor exponential, we construct a hybrid clique network that includes both homogeneous and inhomogeneous parts, and introduce an inhomogeneity parameter to tune the ratio between the homogeneous part and the inhomogeneous one. We perform Monte-Carlo simulations to study various properties of such a network, including the degree distribution, the average shortest-path-length, the clustering coefficient, the clustering spectrum, and the communicability.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1403.0448
Document Type :
Working Paper
Full Text :
https://doi.org/10.1016/j.physa.2014.03.089