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层间反同步在度偏置双工网络中。

Interlayer antisynchronization in degree-biased duplex networks.

机构信息

Department of Environmental Science and Policy, University of California, Davis, California 95616, USA.

Technology Innovation Hub (TIH), IDEAS (Institute of Data Engineering Analytics and Science Foundation), Indian Statistical Institute, 203 B. T. Road, Kolkata 700108, India.

出版信息

Phys Rev E. 2023 Mar;107(3-1):034313. doi: 10.1103/PhysRevE.107.034313.

Abstract

With synchronization being one of nature's most ubiquitous collective behaviors, the field of network synchronization has experienced tremendous growth, leading to significant theoretical developments. However, most previous studies consider uniform connection weights and undirected networks with positive coupling. In the present article, we incorporate the asymmetry in a two-layer multiplex network by assigning the ratio of the adjacent nodes' degrees as the weights to the intralayer edges. Despite the presence of degree-biased weighting mechanism and attractive-repulsive coupling strengths, we are able to find the necessary conditions for intralayer synchronization and interlayer antisynchronization and test whether these two macroscopic states can withstand demultiplexing in a network. During the occurrence of these two states, we analytically calculate the oscillator's amplitude. In addition to deriving the local stability conditions for interlayer antisynchronization via the master stability function approach, we also construct a suitable Lyapunov function to determine a sufficient condition for global stability. We provide numerical evidence to show the necessity of negative interlayer coupling strength for the occurrence of antisynchronization, and such repulsive interlayer coupling coefficients cannot destroy intralayer synchronization.

摘要

由于同步是自然界中最普遍的集体行为之一,因此网络同步领域经历了巨大的发展,导致了重大的理论进展。然而,大多数先前的研究都考虑了均匀的连接权重和具有正耦合的无向网络。在本文中,我们通过将相邻节点度的比值作为权重分配给层内边,将双层多重网络中的不对称性纳入其中。尽管存在度有偏差的加权机制和吸引力-排斥耦合强度,但我们能够找到层内同步和层间反同步的必要条件,并检验这两种宏观状态是否能够在网络中经受去复用。在这两种状态发生时,我们分析计算了振荡器的幅度。除了通过主稳定性函数方法导出层间反同步的局部稳定性条件外,我们还构造了合适的李雅普诺夫函数来确定全局稳定性的充分条件。我们提供了数值证据,表明负的层间耦合强度对于反同步的发生是必要的,并且这种排斥的层间耦合系数不会破坏层内同步。

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