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A Growing Model for Scale—Free Networks Embedded in Hyperbolic Metric Spaces

机译:嵌入在双曲线度量空间中的无规模网络的日益增长的模型

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Some results by Krioukov et al. show how real world networks are produced by hidden metric spaces. Specifically, scale-free networks can be obtained from hyperbolic metric spaces. While the model proposed by Krioukov can produce a static scale-free network, all nodes are created at one time and none can be later added. In this work we propose a growing model which leverages the same concepts and allows to gradually add nodes to a scale-free network, obtained from a discretised hyperbolic model. We also show how nodes are correctly positioned relying on local information and how greedy routing builds optimal paths in the network.
机译:krioukov等人的结果。展示如何通过隐藏的度量空间生成现实网络。具体地,可以从双曲线度量空间获得无垢网络。虽然Krioukov提出的模型可以产生静态无垢网络,但是在一次创建所有节点,并且稍后无法添加任何节点。在这项工作中,我们提出了一种越来越多的模型,它利用相同的概念,并逐步将节点添加到无规模的网络,从离散的双曲模型获得。我们还展示了节点如何正确定位依赖于本地信息以及贪婪路由如何在网络中构建最佳路径。

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