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Sibirskii Zhurnal Vychislitel'noi Matematiki, 2022, Volume 25, Number 4, Pages 359–369
DOI: https://doi.org/10.15372/SJNM20220402
(Mi sjvm816)
 

On the variance of the estimate of the functional of the diffusion process in a domain with a reflecting boundary

S. A. Gusevab

a Institute of Computational Mathematics and Mathematical Geophysics of Siberian Branch of Russian Academy of Sciences, Novosibirsk
b Novosibirsk State Technical University
References:
Abstract: The estimation of the functional of the diffusion process in a domain with a reflecting boundary, which is obtained on the basis of numerical modeling of its trajectories, is considered. The value of this functional coincides with the solution at a given point of a boundary value problem of the third kind for a parabolic equation. A formula is obtained for the limiting value of the variance of this estimate under decreasing step in the Euler method. To reduce the variance of the estimate, a transformation of the boundary value problem is used, similar to the one that was previously proposed in the case of an absorbing boundary.
Key words: diffusion process, variance of the Monte Carlo method estimation, stochastic differential equations, reflecting boundary, Euler method.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation 0251-2021-0002
Received: 09.02.2021
Revised: 21.03.2022
Accepted: 18.07.2022
Document Type: Article
UDC: 519.676
Language: Russian
Citation: S. A. Gusev, “On the variance of the estimate of the functional of the diffusion process in a domain with a reflecting boundary”, Sib. Zh. Vychisl. Mat., 25:4 (2022), 359–369
Citation in format AMSBIB
\Bibitem{Gus22}
\by S.~A.~Gusev
\paper On the variance of the estimate of the functional of the diffusion process in a domain with a reflecting boundary
\jour Sib. Zh. Vychisl. Mat.
\yr 2022
\vol 25
\issue 4
\pages 359--369
\mathnet{http://mi.mathnet.ru/sjvm816}
\crossref{https://doi.org/10.15372/SJNM20220402}
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