Lag synchronization of complex-valued interval neural networks via distributed delayed impulsive control

Autor: Zhifeng Lu, Fei Wang, Yujuan Tian, Yaping Li
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: AIMS Mathematics, Vol 8, Iss 3, Pp 5502-5521 (2023)
Druh dokumentu: article
ISSN: 2473-6988
DOI: 10.3934/math.2023277?viewType=HTML
Popis: This paper investigates the lag synchronization problem of complex-valued interval neural networks with both discrete and distributed time-varying delays under delayed impulsive control. A distributed delayed impulsive controller that depends on the accumulation of the states over a history time period is designed to guarantee the exponential lag synchronization between the drive and the response systems. By employing the complex Lyapunov method and a novel impulsive differential inequality technique, some delay-dependent synchronization criteria are established in terms of complex-valued linear matrix inequalities (LMIs). Finally, a numerical example is given to illustrate the effectiveness of the theoretical results.
Databáze: Directory of Open Access Journals