Liu Hui, Li Jie, Li Zengyang, Zeng Zhigang, Lu Jinhu
IEEE Trans Cybern. 2022 Apr;52(4):2110-2122. doi: 10.1109/TCYB.2020.3006032. Epub 2022 Apr 5.
These days, the synchronization of multiplex networks is an emerging and important research topic. Grounded framework and theory about synchronization and control on multiplex networks are yet to come. This article studies the intralayer synchronization on a multiplex network (i.e., a set of networks connected through interlayer edges), via the pinning impulsive control method. The topologies of different layers are independent of each other, and the individual dynamics of nodes in different layers are different as well. Supra-Laplacian matrices are adopted to represent the topological structures of multiplex networks. Two cases are considered according to impulsive sequences of multiplex networks: 1) pinning controllers are applied to all the layers simultaneously at the instants of a common impulse sequence and 2) pinning controllers are applied to each layer at the instants of distinct impulse sequences. Using the Lyapunov stability theory and the impulsive control theory, several intralayer synchronization criteria for multiplex networks are obtained, in terms of the supra-Laplacian matrix of network topology, self-dynamics of nodes, impulsive intervals, and the pinning control effect. Furthermore, the algorithms for implementing pinning schemes at every impulsive instant are proposed to support the obtained criteria. Finally, numerical examples are presented to demonstrate the effectiveness and correctness of the proposed schemes.
如今,多重网络的同步是一个新兴且重要的研究课题。关于多重网络同步与控制的坚实框架和理论尚未形成。本文通过牵制脉冲控制方法研究多重网络(即通过层间边连接的一组网络)的层内同步。不同层的拓扑结构相互独立,不同层中节点的个体动力学也不同。采用超拉普拉斯矩阵来表示多重网络的拓扑结构。根据多重网络的脉冲序列考虑两种情况:1)在共同脉冲序列的时刻,牵制控制器同时应用于所有层;2)在不同脉冲序列的时刻,牵制控制器分别应用于各层。利用李雅普诺夫稳定性理论和脉冲控制理论,从网络拓扑的超拉普拉斯矩阵、节点的自身动力学、脉冲间隔以及牵制控制效果等方面,得到了多重网络的几个层内同步准则。此外,还提出了在每个脉冲时刻实施牵制方案的算法以支持所得到的准则。最后,给出数值例子以证明所提方案的有效性和正确性。