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Developmental time windows for spatial growth generate multiple-cluster small-world networks

机译:空间增长的发展时间窗口生成多集群的小世界网络

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摘要

Many networks extent in space, may it be metric (e.g. geographic) or non-metric (ordinal). Spatial network growth, which depends on the distance between nodes, can generate a wide range of topologies from small-world to linear scale-free networks. However, networks often lacked multiple clusters or communities. Multiple clusters can be generated, however, if there are time windows during development. Time windows ensure that regions of the network develop connections at different points in time. This novel approach could generate small-world but not scale-free networks. The resulting topology depended critically on the overlap of time windows as well as on the position of pioneer nodes.
机译:许多网络在空间上扩展,可能是公制(例如地理)或非公制(常规)。空间网络的增长取决于节点之间的距离,可以生成从小型世界到线性无标度网络的各种拓扑。但是,网络通常缺少多个群集或社区。但是,如果在开发过程中存在时间窗口,则可以生成多个群集。时间窗口可确保网络区域在不同的时间点建立连接。这种新颖的方法可以生成小世界,但不能生成无标度的网络。生成的拓扑主要取决于时间窗口的重叠以及先锋节点的位置。

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