DocumentCode :
3100754
Title :
Mean square asymptotic stability of stochastic delayed systems by fixed point theory
Author :
Zhao, Bi-rong ; Deng, Fei-qi ; Luo, Jiao-wan
Author_Institution :
Dept. of Appl. Math., Guangzhou Univ., Guangzhou, China
Volume :
6
fYear :
2009
fDate :
12-15 July 2009
Firstpage :
3678
Lastpage :
3683
Abstract :
In this paper, we consider a nonlinear neutral stochastic system with variable delays and give conditions to ensure that the zero solution is asymptotically mean square stable by means of fixed point theory. These conditions do not require the roundedness of delays, nor do they ask for a fixed sign on the coefficient functions. An asymptotically mean square stable theorem with necessary and sufficient condition is proved. Some results are improved and generalized.
Keywords :
asymptotic stability; delay systems; mean square error methods; nonlinear systems; stochastic systems; fixed point theory; mean square asymptotic stability; nonlinear neutral stochastic system; stochastic delayed system; Asymptotic stability; Cybernetics; Delay systems; Differential equations; Machine learning; Mathematics; Nonlinear control systems; Stochastic processes; Stochastic systems; Sufficient conditions; Fixed Points; Mean Square Stability; Stochastic system; Variable Delays;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
Type :
conf
DOI :
10.1109/ICMLC.2009.5212701
Filename :
5212701
Link To Document :
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