Title :
Existence of almost periodic solution of a class of retarded impulsive differential equations
Author :
Geng, Jinbo ; Liu, Zhibin ; Pan, Chiyu
Author_Institution :
Dept. of Math., Zhejiang Normal Univ., Jinhua, China
Abstract :
This paper studies the dynamics of a class of retarded impulsive differential equations (IDE), which generalizes the delayed cellular neural networks (DCNN), delayed bidirectional associative memory (BAM) neural networks and some population growth models. We get the existence almost periodic solution of a class of retarded impulsive differential equations in this paper. When the impulsive jumps are absent, our results reduce to its corresponding results for the nonimpulsive systems. The approaches are based on Banach´s fixed point theorem, matrix theory and its spectral theory.
Keywords :
Banach spaces; cellular neural nets; differential equations; matrix algebra; Banach fixed point theorem; delayed bidirectional associative memory neural network; delayed cellular neural networks; matrix theory; periodic solution; population growth model; retarded impulsive differential equation; Artificial neural networks; Asymptotic stability; Circuit stability; Delay; Differential equations; Stability analysis; Almost periodic solutions; impulsive; neural networks;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location :
XianNing
Print_ISBN :
978-1-61284-458-9
DOI :
10.1109/CECNET.2011.5768404