Stochastic quasi-synchronization of heterogeneous delayed impulsive dynamical networks via single impulsive control.
basic_science · Level V
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- Record sourced from PubMed, PMID 33794425.
- Also identified by DOI 10.1016/j.neunet.2021.03.011.
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Abstract
This paper investigates the quasi-synchronization problem of the stochastic heterogeneous complex dynamical networks with impulsive couplings and multiple time-varying delays. It is shown that this kind of dynamical networks can achieve exponential quasi-synchronization by exerting impulsive control added on only one chosen pinning node. By employing the Lyapunov stability theory, some sufficient criteria on quasi-synchronization for this dynamical network are established, revealing the relationship between the quasi-synchronization performance and the stochastic perturbations as well as the frequency and strength of impulsive coupling. Finally, some numerical examples are used to illustrate the effectiveness of the main results.
Medical subject headings
- Neural Networks, Computer