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arxiv: 1403.0448 · v1 · pith:ONHSMA4Wnew · submitted 2014-03-03 · 💻 cs.SI · physics.soc-ph

Hybrid evolving clique-networks and their communicability

classification 💻 cs.SI physics.soc-ph
keywords clusteringcommunicabilitydegreehomogeneoushybridinhomogeneousnetworkaiming
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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.

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