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物理学报  2008 

Impact of edges for new nodes on scale-free networks
新节点的边对网络无标度性影响

Keywords: complex network,scale-free network,small-world network,degree distribution
复杂网络,
,无标度网络,,小世界网络,度分布

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Abstract:

This paper analyses the impact of edges for new nodes on scale-free networks. Although non-stationary average degree distribution of a sub-linearly growing network follows the power law, the stationary average degree distribution of the network does not. This paper proposes a random growth model whose node arrival process is a renewal process and the number of new edges is a random variable with binomial distribution. The result shows that the stationary average degree distribution of the model follows the power law under an appropriate condition, and the condition is found.

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