- Tytuł:
- Almost periodic synchronization of fuzzy cellular neural networks with time-varying delays via state-feedback and impulsive control
- Autorzy:
-
Li, Yongkun
Wang, Huimei
Meng, Xiaofang - Powiązania:
- https://bibliotekanauki.pl/articles/331017.pdf
- Data publikacji:
- 2019
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
almost periodic solution
fuzzy cellular neural networks
time varying delays
state feedback
impulsive control
rozwiązanie okresowe
sieć neuronowa
opóźnienie czasowe
sprzężenie zwrotne - Opis:
- In this paper, we are concerned with drive-response synchronization for a class of fuzzy cellular neural networks with time varying delays. Based on the exponential dichotomy of linear differential equations, the Banach fixed point theorem and the differential inequality technique, we obtain the existence of almost periodic solutions of this class of networks. Then, we design a state feedback and an impulsive controller, and construct a suitable Lyapunov function to study the problem of global exponential almost periodic synchronization for the drive-response systems considered. At the end of the paper, we provide an example to verify the effectiveness of the theoretical results.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2019, 29, 2; 337-349
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł