On a growth model for complex networks capable of producing power-law out-degree distributions with wide range exponents

针对能够产生具有宽范围指数的幂律出度分布的复杂网络的增长模型

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Abstract

The out-degree distribution is one of the most reported topological properties to characterize real complex networks. This property describes the probability that a node in the network has a particular number of outgoing links. It has been found that in many real complex networks the out-degree has a behavior similar to a power-law distribution, therefore some network growth models have been proposed to approximate this behavior. This paper introduces a new growth model that allows to produce out-degree distributions that decay as a power-law with an exponent in the range from 1 to ∞.

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