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首页> 外文期刊>Chaos, Solitons and Fractals: Applications in Science and Engineering: An Interdisciplinary Journal of Nonlinear Science >Topology of the Italian Airport Network: A scale-free small-world network with a fractal structure?
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Topology of the Italian Airport Network: A scale-free small-world network with a fractal structure?

机译:意大利机场网络的拓扑:具有分形结构的无标度小世界网络?

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In this paper, for the first time we analyze the structure of the Italian Airport Network (IAN) looking at it as a mathematical graph and investigate its topological properties. We find that it has very remarkable features, being like a scale-free network, since both the degree and the "betweenness centrality" distributions follow a typical power-law known in literature as a Double Pareto Law. From a careful analysis of the data, the Italian Airport Network turns out to have a self-similar structure. In short, it is characterized by a fractal nature, whose typical dimensions can be easily determined from the values of the power-law scaling exponents. Moreover, we show that, according to the period examined, these distributions exhibit a number of interesting features, such as the existence of some "hubs", i.e. in the graph theory's jargon, nodes with a very large number of links, and others most probably associated with geographical constraints. Also, we find that the IAN can be classified as a small-world network because the average distance between reachable pairs of airports grows at most as the logarithm of the number of airports. The IAN does not show evidence of "communities" and this result could be the underlying reason behind the smallness of the value of the clustering coefficient, which is related to the probability that two nearest neighbors of a randomly chosen airport are connected. (c) 2006 Elsevier Ltd. All rights reserved.
机译:在本文中,我们首次分析了意大利机场网络(IAN)的结构,将其视为数学图并研究其拓扑特性。我们发现它具有非常出色的功能,就像无标度网络一样,因为度数和“中间性中心”分布都遵循文献中称为双帕累托定律的典型幂定律。通过对数据的仔细分析,意大利机场网络被证明具有自相似的结构。简而言之,它具有分形特性,可以根据幂律定标指数的值轻松确定其典型尺寸。此外,我们表明,根据检查的时期,这些分布表现出许多有趣的特征,例如存在一些“集线器”,即以图论的行话,具有大量链接的节点以及其他大多数集可能与地理限制有关。此外,我们发现IAN可以归类为小世界网络,因为可到达的机场对之间的平均距离最多随机场数量的对数增加而增加。 IAN没有显示“社区”的证据,该结果可能是聚类系数值较小的潜在原因,该聚类系数的值与随机选择的机场的两个最近邻居相连接的概率有关。 (c)2006 Elsevier Ltd.保留所有权利。

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