Results 241 to 250 of about 7,305,081 (289)

Mean-Square and Asymptotic Stability of the Stochastic Theta Method

SIAM Journal on Numerical Analysis, 2000
The paper studies a linear test equation with multiplicative noise and considers mean-square and asymptotic numerical stability. An extension of the deterministic A-stability is shown to hold. Mean-square stability regions are visualized.
Desmond J Higham
exaly   +4 more sources

Mean square exponential stability of impulsive stochastic difference equations

Applied Mathematics Letters, 2007
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhiguo Yang, Daoyi Xu
exaly   +4 more sources

A Mean-Square Stability Analysis of the Least Mean Fourth Adaptive Algorithm

IEEE Transactions on Signal Processing, 2007
This paper presents a new convergence analysis of the least mean fourth (LMF) adaptive algorithm, in the mean square sense. The analysis improves previous results, in that it is valid for non-Gaussian noise distributions and explicitly shows the dependence of algorithm stability on the initial conditions of the weights.
Pedro Inácio Hübscher, José Carlos M. Bermudez, Victor H. Nascimento   +2 more
openaire   +2 more sources

Mean-Square Stability

2013
One of the features that distinguish MJLS from linear systems is the fact that stability (instability) for each mode of operation does not guarantee the stability (instability) of the system as a whole. This chapter provides a broad account on mean-square stability (MSS) for continuous-time MJLS.
Oswaldo L.V. Costa, Marcelo D. Fragoso, Marcos G. Todorov   +2 more
openaire   +1 more source

Mean square stabilization and mean square exponential stabilization of stochastic BAM neural networks with Markovian jumping parameters

Chaos, Solitons & Fractals, 2015
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ye, Zhiyong, Zhang, He, Zhang, Hongyu, Zhang, Hua, Lu, Guichen   +4 more
openaire   +2 more sources

Exponential Stability in Mean Square

2013
In this chapter the problem of mean square exponential stability of the zero solution to the stochastic differential equations of type (1.22) is studied. The stability of a steady-state is one of the main tasks which appears in many design problems of controllers with prescribed performances.
Vasile Dragan, Toader Morozan, Adrian-Mihail Stoica   +2 more
openaire   +1 more source

Mean square stability for Markov jump Boolean networks

Science China Information Sciences, 2019
In this paper, one of the stability definitions of Markov jump Boolean networks (MJBNs), called mean square stability (MSS), is investigated.Some necessary and sufficient conditions are presented to guarantee the MSS of such MJBNs. Moreover, one of the necessary and sufficient conditions for MSS is obtained in terms of linear programming, which implies
Liqing Wang, Mei Fang, Zheng-Guang Wu
openaire   +1 more source

Mean square exponential stability

2009
The problem of mean square exponential stability for a class of discrete-time linear stochastic systems subject to independent random perturbations and Markovian switching is investigated. Four different definitions of the concept of exponential stability in the mean square are introduced and it is shown that they are not always equivalent.
Vasile Drăgan, Toader Morozan, Adrian-Mihail Stoica   +2 more
openaire   +1 more source

Mean square stability of linear systems with Poisson jumps

2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017
This paper deals with the class of linear systems subject to Poisson jumps, where the dwell-time between jumps is described by an exponential distribution with mode-dependent parameter. No probabilistic information on the sequence of modes is assumed available.
Bolzern, P, Colaneri, P
openaire   +3 more sources

Mean-square exponential stability of stochastic inertial neural networks

International Journal of Control, 2020
By introducing some parameters perturbed by white noises, we propose a class of stochastic inertial neural networks in random environments.
Wentao Wang, Wei Chen
openaire   +1 more source