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In this paper, for a class of switched stochastic discrete (SSD) systems, the 2-th moment stability is investigated. First, the indexes measuring the stability or unstability of subsystems are defined, which unlike the continuous systems are directly affected by the disturbances. Then, together with the method of averaged dwell-time (ADT), a stability result is obtained for a cases of specific switching...
In this paper, for a class of switched stochastic (SS) systems, the moment stability (M-S) and sample path stability (SP-S) are investigated, respectively, and there are three contributions. First, an existence result of solution is presented for a nonswitched stochastic system, the upper-bound estimations of higher moment are given. Then, by employing the concept of average dwell-time and dividing...
The problem of stochastic robust stability of a class of stochastic neural networks with time-varying delays and parameter uncertainties is investigated in this paper. The parameter uncertainties are time-varying and norm-bounded. The time-delay factors are unknown and time-varying with known bounds. Based on Lyapunov-Krasovskii functional and stochastic analysis approaches, some new stability criteria...
Multidelay linear stochastic systems described by stochastic differential difference equations are considered. Criteria are established for mean-square stability, which is independent of multiple delays in the stochastic systems. These criteria make it possible to check the mean-square stability of the multidelay stochastic systems by testing several simple and explicit algebraic conditions. A specific...
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