Exponential stability of numerical solutions for a class of stochastic age-dependent capital system with Poisson jumps

Exponential stability of numerical solutions for a class of stochastic age-dependent capital system with Poisson jumps

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Article ID: iaor20114326
Volume: 235
Issue: 12
Start Page Number: 3369
End Page Number: 3377
Publication Date: Apr 2011
Journal: Journal of Computational and Applied Mathematics
Authors: , ,
Keywords: stochastic processes
Abstract:

Recently, numerical solutions of stochastic differential equations have received a great deal of attention. Numerical approximation schemes are invaluable tools for exploring their properties. In this paper, we introduce a class of stochastic age‐dependent (vintage) capital system with Poisson jumps. We also give the discrete approximate solution with an implicit Euler scheme in time discretization. Using Gronwall’s lemma and Barkholder–Davis–Gundy’s inequality, some criteria are obtained for the exponential stability of numerical solutions to the stochastic age‐dependent capital system with Poisson jumps. It is proved that the numerical approximation solutions converge to the analytic solutions of the equations under the given conditions, where information on the order of approximation is provided. These error bounds imply strong convergence as the timestep tends to zero. A numerical example is used to illustrate the theoretical results.

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