Stability analysis of Markovian jumping impulsive stochastic delayed RDCGNNs with partially known transition probabilities
نویسندگان
چکیده
منابع مشابه
Dissipativity analysis for discrete stochastic neural networks with Markovian delays and partially known transition matrix
The problem of dissipativity analysis for a class of discrete-time stochastic neural networks with discrete and finite-distributed delays is considered in this paper. System parameters are described by a discrete-time Markov chain. A discretized Jensen inequality and lower bounds lemma are employed to reduce the number of decision variables and to deal with the involved finite sum quadratic ter...
متن کاملNew Results on Stability and Stabilization of Markovian Jump Systems with Partly Known Transition Probabilities
This paper investigates the problem of stability and stabilization of Markovian jump linear systems with partial information on transition probability. A new stability criterion is obtained for these systems. Comparing with the existing results, the advantage of this paper is that the proposed criterion has fewer variables, however, does not increase any conservatism, which has been proved theo...
متن کاملDelay-dependent exponential stability for Markovian jumping stochastic Cohen-Grossberg neural networks with p-Laplace diffusion and partially known transition rates via a differential inequality
*Correspondence: [email protected] 1Department of Mathematics, Yibin University, Yibin, Sichuan 644007, China Full list of author information is available at the end of the article Abstract In this paper, new stochastic global exponential stability criteria for delayed impulsive Markovian jumping p-Laplace diffusion Cohen-Grossberg neural networks (CGNNs) with partially unknown transition rate...
متن کاملDynamics analysis of impulsive stochastic Cohen-Grossberg neural networks with Markovian jumping and mixed time delays
In this paper, the problem of dynamics analysis for a class of new impulsive stochastic Cohen–Grossberg neural networks with Markovian jumping and mixed time delays is researched. Some criteria for the asymptotical stability in mean square are obtained based on linear matrix inequality (LMI) forms, which can be easily solved by LMI Toolbox in Matlab. An example is given to show the effectivenes...
متن کاملStability of Networked Control Systems with Time-varying Sampling Periods and Partially Known Transition Probabilities
This paper studies the stability and stabilization problems for networked control systems with partially known transition probabilities by using time-varying sampling period method with both packet losses and time-varying time delay where the main focus is the packet-loss issue, packet-loss process is the Markovian packet-loss process and the transition probabilities do not need completely know...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advances in Difference Equations
سال: 2015
ISSN: 1687-1847
DOI: 10.1186/s13662-015-0386-x