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交通流驱动的含权网络

A weighted complex network model driven by traffic flow

  • 摘要: 文章对含权复杂网络研究的最近进展给予了评述,特别报道了文章作者最近提出的一个交通流驱动的含权技术网络模型.这一模型能够同时给出网络连接度分布的幂函数律、网络强度分布的幂函数律、网络权重分布的幂函数律,以及高聚集性和非相称混合性等五大特征,因此成功地刻画了真实技术网络的无尺度性质和小世界效应.

     

    Abstract: We review recent progress in the research on weighted complex networks. In particular, we present our recent model of a traffic flow driven weighted technological network. This model can show simultaneously five characteristics of a real network such as the power law distribution for the degree of connection, strength, weighting, as well as the large clustering coefficient and non-assortative mixing property. Hence, this model describes successfully scale-free behavior and small-world effects of real technological complex networks.

     

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