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赋予网络所需的对称性和模块化行为。

Endowing networks with desired symmetries and modular behavior.

作者信息

Khanra P, Ghosh S, Aleja D, Alfaro-Bittner K, Contreras-Aso G, Criado R, Romance M, Boccaletti S, Pal P, Hens C

机构信息

Department of Mathematics, State University of New York at Buffalo, Buffalo 14260, USA.

Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Gachibowli, Hyderabad 500032, India.

出版信息

Phys Rev E. 2023 Nov;108(5-1):054309. doi: 10.1103/PhysRevE.108.054309.

Abstract

Symmetries in a network regulate its organization into functional clustered states. Given a generic ensemble of nodes and a desirable cluster (or group of clusters), we exploit the direct connection between the elements of the eigenvector centrality and the graph symmetries to generate a network equipped with the desired cluster(s), with such a synthetical structure being furthermore perfectly reflected in the modular organization of the network's functioning. Our results solve a relevant problem of designing a desired set of clusters and are of generic application in all cases where a desired parallel functioning needs to be blueprinted.

摘要

网络中的对称性将其组织调节为功能聚类状态。给定一组通用的节点和一个期望的聚类(或一组聚类),我们利用特征向量中心性元素与图对称性之间的直接联系,生成一个配备有所需聚类的网络,这种综合结构在网络功能的模块化组织中也能得到完美体现。我们的结果解决了设计一组期望聚类的相关问题,并且在所有需要规划期望并行功能的情况下都具有普遍适用性。

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