Title :
Passivity Analysis for Fuzzy Stochastic Neural Net Works with Uncertainty and Time Varying Delays
Author :
Chen, Dilan ; Zhang, Rong
Author_Institution :
Div. of Basic Courses, Shanghai Maritime Univ., Shanghai
Abstract :
This paper deals with a class of T-S fuzzy stochastic neural networks with uncertainty and time varying delays. A sufficient condition on passivity is developed in the LMI setting. A numerical example is provided to demonstrate the effectiveness of the result.
Keywords :
delays; fuzzy set theory; linear matrix inequalities; neurocontrollers; stochastic processes; time-varying systems; LMI; T-S fuzzy stochastic neural networks; passivity analysis; time varying delays; Control systems; Delay effects; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Neural networks; Stability analysis; Stochastic processes; Stochastic systems; Uncertainty;
Conference_Titel :
Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3497-8
DOI :
10.1109/IITA.2008.57
