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Hybrid evolving clique-networks and their communicability
- 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.
- Subjects :
- Computer Science - Social and Information Networks
Physics - Physics and Society
Subjects
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