Symmetries and cluster synchronization in multilayer networks

被引:3
|
作者
Della Rossa, Fabio [1 ,2 ]
Pecora, Louis [3 ]
Blaha, Karen [1 ]
Shirin, Afroza [1 ]
Klickstein, Isaac [1 ]
Sorrentino, Francesco [1 ]
机构
[1] Univ New Mexico, Albuquerque, NM 87131 USA
[2] Politecn Milan, I-20133 Milan, Italy
[3] US Naval Res Lab, Washington, DC 20375 USA
基金
美国国家科学基金会;
关键词
D O I
10.1038/s41467-020-16343-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Real-world systems in epidemiology, social sciences, power transportation, economics and engineering are often described as multilayer networks. Here we first define and compute the symmetries of multilayer networks, and then study the emergence of cluster synchronization in these networks. We distinguish between independent layer symmetries, which occur in one layer and are independent of the other layers, and dependent layer symmetries, which involve nodes in different layers. We study stability of the cluster synchronous solution by decoupling the problem into a number of independent blocks and assessing stability of each block through a Master Stability Function. We see that blocks associated with dependent layer symmetries have a different structure to the other blocks, which affects the stability of clusters associated with these symmetries. Finally, we validate the theory in a fully analog experiment in which seven electronic oscillators of three kinds are connected with two kinds of coupling. Complex systems in the real world are often characterized by connected patterns interacting between each other in multiple ways. Here, Della Rossa et al. describe a general method to determine symmetries in multilayer networks and then relate them to different synchronization modes that the networks can exhibit.
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页数:17
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