Author:
Yao Xupan,Zhang Chunmei,Xia Dan
Abstract
AbstractWe investigate the synchronization of stochastic multiple weighted coupled networks with Markovian switching (SMWCNMS). By designing an appropriate controller, we obtain several sufficient criteria ensuring the pth moment exponential synchronization and almost surely exponential synchronization for SMWCNMS based on graph theory. Moreover, we also investigate the pth moment asymptotical synchronization and almost surely asymptotical synchronization for SMWCNMS. Finally, we provide a numerical example to illustrate the availability of the proposed synchronization criteria.
Funder
National Natural Science Foundation of China
Fundamental Research Funds for the Central Universities
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Algebra and Number Theory,Analysis
Reference46 articles.
1. Zhang, X.: Wang, J.: Analysis and adaptive control for synchronization and $H_{\infty}$ synchronization of coupled partial differential systems with multiple time-varying delays. J. Franklin Inst. 355, 4351–4378 (2018)
2. Xu, M.: Wang, J.: Wei, P.: Synchronization for coupled reaction–diffusion neural networks with and without multiple time-varying delays via pinning-control. Neurocomputing 227, 82–99 (2017)
3. Guo, B.: Xiao, Y.: Zhang, C.: Synchronization analysis of stochastic coupled systems with time delay on networks by periodically intermittent control and graph-theoretic method. Nonlinear Anal. Hybrid Syst. 30, 118–133 (2018)
4. Ren, S.: Wang, J.: Wu, J.: Generalized passivity of coupled neural networks with directed and undirected topologies. Neurocomputing 314, 371–385 (2018)
5. Dong, H.: Zhou, J.: Wang, B.: Synchronization of nonlinearly and stochastically coupled Markovian switching networks via event-triggered sampling. IEEE Trans. Neural Netw. Learn. Syst. 99, 1–10 (2018)
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