𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Robust exponential stability of Markovian jumping neural networks with mode-dependent delay

✍ Scribed by Wei Han; Yan Liu; Linshan Wang

Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
200 KB
Volume
15
Category
Article
ISSN
1007-5704

No coin nor oath required. For personal study only.

✦ Synopsis

This paper deals with the robust exponential stability problem for a class of Markovian jumping neural networks with time delay. The delay considered varies randomly, depending on the mode of the networks. By using a new Lyapunov-Krasovskii functional, a delay-dependent stability criterion is presented, which can be expressed in terms of linear matrix inequalities (LMIs). A numerical example is given to show the effectiveness of the results.

πŸ“œ SIMILAR VOLUMES

Stability of stochastic Markovian jump n
Stability of stochastic Markovian jump neural networks with mode-dependent delays
✍ Qian Ma; Shengyuan Xu; Yun Zou; Jinjun Lu πŸ“‚ Article πŸ“… 2011 πŸ› Elsevier Science 🌐 English βš– 247 KB

In this paper, the problem of stability analysis for a general class of uncertain stochastic neural networks with Markovian jumping parameters and mixed mode-dependent delays is considered. By the use of a new Markovian switching Lyapunov-Krasovskii functional, delay-dependent conditions on mean squ

Delay-dependent robust exponential state
Delay-dependent robust exponential state estimation of Markovian jumping fuzzy Hopfield neural networks with mixed random time-varying delays
✍ P. Balasubramaniam; V. Vembarasan; R. Rakkiyappan πŸ“‚ Article πŸ“… 2011 πŸ› Elsevier Science 🌐 English βš– 585 KB

This paper investigates delay-dependent robust exponential state estimation of Markovian jumping fuzzy neural networks with mixed random time-varying delay. In this paper, the Takagi-Sugeno (T-S) fuzzy model representation is extended to the robust exponential state estimation of Markovian jumping H

Robust delay-range-dependent stabilizati
Robust delay-range-dependent stabilization for Markovian jump systems with mode-dependent time delays and nonlinearities
✍ Guoliang Wang; Qingling Zhang; Victor Sreeram πŸ“‚ Article πŸ“… 2009 πŸ› John Wiley and Sons 🌐 English βš– 166 KB

## Abstract This paper discusses the robust stabilization problem for a class of Markovian jump systems with nonlinear disturbances and time delays, which are time‐varying in intervals and depend on system mode. By exploiting a new Lyapunov–Krasovskii functional, which takes into account the range