The classification and analysis of dynamic networks |
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Authors: | Guo Jin-Li |
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Affiliation: | Business School, University of Shanghai for Science and Technology, Shanghai 200093, China |
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Abstract: | In this paper we, firstly, classify the complex networks in which the nodes
are of the lifetime distribution. Secondly, in order to study complex networks
in terms of queuing system and homogeneous Markov chain, we
establish the relation between the complex networks and queuing system,
providing a new way of studying complex networks. Thirdly, we prove that there
exist stationary degree distributions of M--G--P network, and obtain the
analytic expression of the distribution by means of Markov chain theory. We
also obtain the average path length and clustering coefficient of the
network. The results show that M--G--P network is not only scale-free but also
of a small-world feature in proper conditions. |
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Keywords: | complex network lifetime of nodes BA model scale-free network small-world network |
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