Synchronization on higher-order networks

Haoran Liu, Jin Zhou, Bo Li, Meng Huang, Jun-an Lu, Dinghua Shi
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Abstract

Network science has already been fruitful and confirmed effective on the description of real-world or abstract systems. An increasing number of researches and instances have successfully verified, however, that interactions in systems may occur among three, four, or even more components. The introduction of higher-order perspective brings an revolution on network science, and refreshes researchers’ understanding of synchronization. Hence, an overview is presented here in regard of synchronization on higher-order networks. We start from an introduction of how the higher-order networks are represented using algebraic tools. Then a series of landmark researches on synchronization are reviewed under circumstances of whether or not the dynamics contains control. Finally, we summarize our conclusions and propose our outlooks on expectations of future works.
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高阶网络上的同步
网络科学在描述现实世界或抽象系统方面已经取得了丰硕成果,并被证实行之有效。然而,越来越多的研究和实例成功地验证了,系统中的相互作用可能发生在三个、四个甚至更多组件之间。高阶视角的引入给网络科学带来了一场革命,刷新了研究人员对同步的理解。因此,本文将概述高阶网络的同步问题。我们首先介绍如何使用代数工具表示高阶网络。然后,在动力学是否包含控制的情况下,回顾了关于同步的一系列里程碑式的研究。最后,我们总结了我们的结论,并提出了对未来工作的展望。
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