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Structure Properties of Generalized Farey graphs based on Dynamical Systems for Networks

机译:基于网络动力系统的广义Farey图的结构性质

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摘要

Farey graphs are simultaneously small-world, uniquely Hamiltonian, minimally 3-colorable, maximally outerplanar and perfect. Farey graphs are therefore famous in deterministic models for complex networks. By lacking of the most important characteristics of scale-free, Farey graphs are not a good model for networks associated with some empirical complex systems. We discuss here a category of graphs which are extension of the well-known Farey graphs. These new models are named generalized Farey graphs here. We focus on the analysis of the topological characteristics of the new models and deduce the complicated and graceful analytical results from the growth mechanism used in generalized Farey graphs. The conclusions show that the new models not only possess the properties of being small-world and highly clustered, but also possess the quality of being scale-free. We also find that it is precisely because of the exponential increase of nodes’ degrees in generalized Farey graphs as they grow that caused the new networks to have scale-free characteristics. In contrast, the linear incrementation of nodes’ degrees in Farey graphs can only cause an exponential degree distribution.
机译:Farey图同时是小世界,唯一的哈密顿量,最少3色,最大外平面和完美。因此,Farey图在复杂网络的确定性模型中很有名。由于缺乏无标度的最重要特征,对于与某些经验复杂系统相关的网络,Farey图不是一个好的模型。我们在这里讨论一类图,它是众所周知的Farey图的扩展。这些新模型在这里被称为广义Farey图。我们专注于对新模型的拓扑特征进行分析,并从广义Farey图中使用的增长机制推论出复杂而优美的分析结果。结论表明,新模型不仅具有小世界和高度聚类的特性,而且具有无标度的质量。我们还发现,正是由于节点的度在广义Farey图中增长时呈指数级增长,才导致新网络具有无尺度特性。相反,Farey图中节点度的线性增加只能导致指数度分布。

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