Abstract
In this chapter some peculiarities of the proposed method of the construction of Lyapunov functionals are considered. It is shown in detail that this method allows us to get not sufficient stability conditions only, but the necessary and sufficient stability conditions for the trivial solution of stochastic linear difference equation too. It is shown that different ways of the estimation of the Lyapunov functional increment allow us to get different stability conditions and therefore different regions of stability. In detail, some examples of stochastic Volterra difference equations and stochastic difference equations with Markovian switching are investigated. The results of the investigations are illustrated by a lot of figures with the stability regions obtained.
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© 2011 Springer-Verlag London Limited
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Shaikhet, L. (2011). Some Peculiarities of the Method. In: Lyapunov Functionals and Stability of Stochastic Difference Equations. Springer, London. https://doi.org/10.1007/978-0-85729-685-6_5
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DOI: https://doi.org/10.1007/978-0-85729-685-6_5
Publisher Name: Springer, London
Print ISBN: 978-0-85729-684-9
Online ISBN: 978-0-85729-685-6
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