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具有小世界无标度拓扑结构的演化阿波洛尼网络。

Evolving Apollonian networks with small-world scale-free topologies.

作者信息

Zhang Zhongzhi, Rong Lili, Zhou Shuigeng

机构信息

Department of Computer Science and Engineering, Fudan University, Shanghai 200433, China.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2006 Oct;74(4 Pt 2):046105. doi: 10.1103/PhysRevE.74.046105. Epub 2006 Oct 6.

Abstract

We propose two types of evolving networks: evolutionary Apollonian networks (EANs) and general deterministic Apollonian networks (GDANs), established by simple iteration algorithms. We investigate the two networks by both simulation and theoretical prediction. Analytical results show that both networks follow power-law degree distributions, with distribution exponents continuously tuned from 2 to 3. The accurate expression of clustering coefficient is also given for both networks. Moreover, the investigation of the average path length of EAN and the diameter of GDAN reveals that these two types of networks possess small-world feature. In addition, we study the collective synchronization behavior on some limitations of the EAN.

摘要

我们提出了两种演化网络

通过简单迭代算法建立的进化阿波洛尼奥斯网络(EANs)和一般确定性阿波洛尼奥斯网络(GDANs)。我们通过模拟和理论预测对这两种网络进行了研究。分析结果表明,这两种网络都遵循幂律度分布,分布指数从2连续调整到3。还给出了这两种网络聚类系数的精确表达式。此外,对EAN平均路径长度和GDAN直径的研究表明,这两种类型的网络都具有小世界特征。此外,我们研究了EAN某些局限性下的集体同步行为。

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