151. Study on neutral complex systems with Markovian switching and partly unknown transition rates
- Author
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Xinghua Liu, Hongsheng Xi, and Guoqi Ma
- Subjects
Lyapunov stability ,0209 industrial biotechnology ,Lemma (mathematics) ,Regular polygon ,Complex system ,Nonlinear perturbations ,Computational intelligence ,02 engineering and technology ,020901 industrial engineering & automation ,Exponential stability ,Artificial Intelligence ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,Applied mathematics ,020201 artificial intelligence & image processing ,Computer Vision and Pattern Recognition ,Markovian switching ,Software ,Mathematics - Abstract
The exponential stability problem of uncertain neutral complex system with Markovian switching is investigated in the presence of nonlinear perturbations and partial information on transition rates. The study begins to consider the related nominal systems and construct a novel augmented stochastic Lyapunov functional which contains some triple-integral terms to reduce the conservatism. Then the exponential stability criteria are developed by utilizing Lyapunov stability theory, reciprocally convex lemma and free-weighting matrices. The results are further extended to the corresponding uncertain case. Finally, numerical examples are given to illustrate the effectiveness of the proposed methods.
- Published
- 2016
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