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网络结构特性对其可控性的影响。

Effects of the network structural properties on its controllability.

作者信息

Sorrentino Francesco

机构信息

University of Naples Federico II, Naples 80125, Italy.

出版信息

Chaos. 2007 Sep;17(3):033101. doi: 10.1063/1.2743098.

Abstract

In a recent paper, it has been suggested that the controllability of a diffusively coupled complex network, subject to localized feedback loops at some of its vertices, can be assessed by means of a Master Stability Function approach, where the network controllability is defined in terms of the spectral properties of an appropriate Laplacian matrix. Following that approach, a comparison study is reported here among different network topologies in terms of their controllability. The effects of heterogeneity in the degree distribution, as well as of degree correlation and community structure, are discussed.

摘要

在最近的一篇论文中,有人提出,对于一个在其某些顶点处存在局部反馈回路的扩散耦合复杂网络,其可控性可以通过主稳定性函数方法来评估,其中网络可控性是根据一个适当的拉普拉斯矩阵的谱特性来定义的。遵循该方法,本文报告了不同网络拓扑结构在可控性方面的比较研究。讨论了度分布中的异质性以及度相关性和群落结构的影响。

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