Synchronization analysis for stochastic multi-layer networks: Event-based impulsive control with predefined impulsive intervals
Articles
Hengyu Liu
Xinjiang University image/svg+xml
https://orcid.org/0009-0006-9305-675X
Jiarong Li
Xinjiang University image/svg+xml
https://orcid.org/0000-0001-7495-3523
Haijun Jiang
Yili Normal University image/svg+xml
Jinling Wang
Jimei University image/svg+xml
Cheng Hu
Xinjiang University image/svg+xml
Published 2025-10-20
https://doi.org/10.15388/namc.2025.30.43839
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Keywords

stochastic multi-layer networks
intra-layer synchronization
inter-layer synchronization
event-triggered delayed impulsive control

How to Cite

Liu, H. (2025) “Synchronization analysis for stochastic multi-layer networks: Event-based impulsive control with predefined impulsive intervals”, Nonlinear Analysis: Modelling and Control, 30(6), pp. 1186–1210. doi:10.15388/namc.2025.30.43839.

Abstract

This article explores the novel approach to addressing the intra/inter-layer synchronization challenges in stochastic multi-layer networks (SMLNs). First, considering the influence of time delay in control, an event-triggered delayed impulsive control (ETDIC) strategy is developed, where the impulsive instant is determined by the predesigned event-triggered mechanism. Moreover, by introducing piecewise auxiliary functions, it effectively excludes Zeno behavior within the ETDIC framework. The study then derives sufficient conditions for ensuring intra- and inter-layer; synchronization, leveraging the Lyapunov method and rigorous mathematical analysis. Finally, theoretical results are validated through numerical simulations.

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