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On the calculation of functionals from the solution of the linear Skorohod SDE with first-order chaos in the coefficients

https://doi.org/10.29235/1561-2430-2023-59-3-201-212

Abstract

   This article is devoted to the precise and approximate calculation of the mathematical expectation of non-linear functionals from the solution of the linear Skorohod equation with first-order chaos in the coefficients and the initial condition. In [1–4], approximate methods for calculating the mathematical expectation of functionals from solutions of the linear Skorohod stochastic differential equation with a random initial condition and deterministic coefficient functions were proposed and investigated. This paper considers the calculation of the mathematical expectation of nonlinear functionals from the solution to the linear Skorohod equation with first-order chaos in the coefficients and the initial condition. In this case, the solution is obtained in an analytical form [5]; however, it contains an unknown random parameter, determined as the solution of an auxiliary integral stochastic equation. In this paper we investigate the cases when the solution of this integral equation is found in an explicit form and then evaluate the moments and the mathematical expectations of some types of functional from the solution of the initial Skorohod equation. The construction of approximate formulas for calculating more general nonlinear functionals from the solution is considered. Numerical examples are given to illustrate the accuracy of the obtained formulas.

About the Author

A. D. Egorov
Institute of Mathematics of the National Academy of Sciences of Belarus
Belarus

Alexandr D. Egorov, Dr. Sc. (Physics and Mathematics), Chief Researcher

220072

11, Surganov Str.

Minsk



References

1. Egorov A. D., Zherelo A. V. Approximate formulas of the second order of accuracy for expectation of functionals from solution to linear SDE in Skorohod sence. Nonlinear Phenomena in Complex Systems, 2019, vol. 22, no. 3, pp. 292–298.

2. Egorov A. D. Approximate formulas for the evaluation of the mathematical expectation of functionals fromthe solution to the linear Skorohod equation. Vestsі Natsyianal’nai akademіі navuk Belarusі. Seryia fіzіka-matematychnykh navuk = Proceedings of the National Academy of Sciences of Belarus. Physics and Mathematics series, 2021, vol. 57, no. 2, pp. 198–205 (in Russian). doi: 10.29235/1561-2430-2021-57-2-198-205

3. Egorov A. D., Zherelo A. V. Linear Skorohod SDE: Evaluation of expectations of functionals. Nonlinear Phenomena in Complex Systems, 2022, vol. 25, no. 1, pp. 82–91. doi: 10.33581/1561-4085-2022-25-1-82-91

4. Egorov A. D. On the calculation of functionals from the solution to linear SDE with first-order chaos in coefficients. Computer Data Analysis and Modeling: Stochastic and Data Science. Proceedings of the XIII International Conference, Minsk, September, 6–10, 2022. Minsk, 2022, pp. 26–30.

5. Buckdahn R., Nualart D. Linear stochastic differential equations and Wick products. Probability Theory and RelatedFields, 1994, vol. 99, no. 4, pp. 501–526. doi: 10.1007/bf01206230

6. Ilchenko A. V. Cauchy formula for affine SDE with Skorohod integral. Statistics, Optimization and Information Computing, 2019, vol. 7, no. 4, pp. 686–694. doi: 10.19139/soic-2310-5070-363


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ISSN 1561-2430 (Print)
ISSN 2524-2415 (Online)