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Synchronizability of Small-World Networks Generated from a Two-Dimensional Kleinberg Model

机译:二维Kleinberg模型生成的小世界网络的可同步性

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This paper investigates the synchronizability of small-world networks generated from a two-dimensional Kleinberg model, which is more general than NW small-world network. The three parameters of the Kleinberg model, namely, the distance of neighbors, the number of edge-adding, and the edge-adding probability, are analyzed for their impacts on its synchronizability and average path length. It can be deduced that the synchronizability becomes stronger as the edge-adding probability increases, and the increasing edge-adding probability could make the average path length of the Kleinberg small-world network go smaller. Moreover, larger distance among neighbors and more edges to be added could play positive roles in enhancing the synchronizability of the Kleinberg model. The lorentz oscillators are employed to verify the conclusions numerically.
机译:本文研究了由二维Kleinberg模型生成的小世界网络的同步性,该模型比NW小世界网络更通用。分析了Kleinberg模型的三个参数,即邻居的距离,边缘加法的数量和边缘加法的概率对其同步性和平均路径长度的影响。可以推断出,随着边添加概率的增加,同步性变得更强,并且增加的边添加概率会使Kleinberg小世界网络的平均路径长度变小。而且,邻居之间更大的距离和更多的边缘可能在增强Kleinberg模型的可同步性方面起积极作用。洛伦兹振荡器用于数值验证结论。

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