加速增长网络的拓扑结构

Xiao-ling Yu, Zhihao Li, Duan-ming Zhang, Fang Liang, X. Wang, Xiao Wu
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引用次数: 11

摘要

我们提出并研究了一个包含节点和边加速增长的一般非线性增长网络模型,其中边和节点的增长率都是随时间变化的幂律函数。边缘的加速度决定了内部边缘与外部边缘的比例,这对网络的结构起着关键作用。另一方面,本文讨论了节点加速度对网络拓扑结构的影响。该模型预测了可观测的两区无标度分布,其中标度指数分别为γ1 < 2和γ2≈3。度分布的交点交叉由结点和边的增长率来调节。非平凡聚类系数和度匹配系数与节点和边的加速有关。
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The topology of an accelerated growth network
We present and investigate a general nonlinear growth network model which incorporates accelerated growth of nodes and edges, where the growth rates of edges and nodes are all time-dependent power-law functions. The acceleration of edges determines the proportion of the internal edges to the external edges, which play a key role influencing the structure of the network. On the other hand, the effects of the acceleration of nodes on the topology of the network are discussed in the present work. This model predicts an observable two-regime scale-free degree distribution, where the scaling exponents are γ1 < 2 and γ2 ≈ 3, respectively. The crossover point kcross of the degree distribution is adjusted by the growth rates of nodes and edges. The nontrivial clustering coefficient and degree assortativity coefficient are relevant to the acceleration of nodes and edges.
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