两类算法生成的聚类网络的大尺度结构特征的比较

Comparison of the Properties of Large-scale Structure of Clustered Networks Generated by Two Kinds of Algorithms

引入一种新的生成聚类网络的算法,该算法是对配置模型的推广。对这种算法和Big-V重连算法(BV算法)特别是在网络的大尺度结构特征方面进行对比,结果发现:该算法与BV算法除了在度的同配性这一结构特征上表现出较大差异以外,其他一些结构特征差异并不明显。

The paper introduces a new algorithm of generating clustered networks,which generalizes the Configuration Model.After comparison of this algorithm and Big-V rewiring algorithm,particularly on the properties of large-scale structure of networks generated by these algorithms,it is found that there exists the tiny differences in some properties,except assortative mixing by degree.