The pth moment exponential stability of uncertain differential equation

被引:7
|
作者
Chen, Xiumei [1 ,2 ]
Ning, Yufu [1 ,2 ]
机构
[1] Shandong Youth Univ Polit Sci, Sch Informat Engn, Jinan 250103, Shandong, Peoples R China
[2] BKey Lab Informat Secur & Intelligent Control Uni, Jinan, Shandong, Peoples R China
关键词
Uncertainty theory; uncertain differential equation; stability; uncertain process;
D O I
10.3233/JIFS-161836
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Uncertain variable and uncertain process are often employed to describe uncertainty phenomena. Uncertain variable is a measurable function from an uncertainty space to the real number set and uncertain process is essentially a sequence of uncertain variables indexed by time. Uncertain differential equation is a type of differential equation involving uncertain processes. Stability of uncertain differential equation plays a very important role in differential equation which means insensitivity of the state of a system to small changes in the initial state. In this paper, we focus on pth moment exponential stability of uncertain differential equation which is regarded as an extension of pth moment stability and exponential stability. Some stability theorems are given for uncertain differential equation, in which a sufficient and necessary condition for a linear uncertain differential equation being pth moment exponentially stable is provided.
引用
收藏
页码:725 / 732
页数:8
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