Synchronizability of Two-Layer Cluster Ring Networks

Yang Deng, Zhen Jia, Lin Liao
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引用次数: 3

Abstract

Multilayer network is a frontier direction of network science research. In this paper, the cluster ring network is extended to a two-layer network model, and the inner structures of the cluster blocks are random, small world or scale-free. We study the influence of network scale, the interlayer linking weight and interlayer linking fraction on synchronizability. It is found that the synchronizability of the two-layer cluster ring network decreases with the increase of network size. There is an optimum value of the interlayer linking weight in the two-layer cluster ring network, which makes the synchronizability of the network reach the optimum. When the interlayer linking weight and the interlayer linking fraction are very small, the change of them will affect the synchronizability.
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两层集群环网的同步性
多层网络是网络科学研究的前沿方向。本文将聚类环网络扩展为两层网络模型,聚类块的内部结构是随机的、小世界的或无标度的。研究了网络规模、层间连接权和层间连接分数对同步性的影响。研究发现,两层簇环网络的同步性随着网络规模的增大而减小。在两层簇环网络中存在层间链路权值的最优值,使网络的同步性达到最优。当层间连接权值和层间连接分数很小时,它们的变化会影响同步性。
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