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This article is cited in 2 papers
Short Communications
Approximate integration of stochastic differential equations
G. N. Mil'shtein Moscow
Abstract:
For the Ito equation
$$
dX=a(t,X) dt+\sigma(t,X) dw,\quad X(t_0)=x,\quad t_0\le t\le t_0+T
$$
($w(t)$ is a standard Wiener process) the following approximation is proposed:
\begin{gather*}
\overline X(t_0)=X(t_0),\quad\overline X(t_0+(k+1)h)=
=\overline X(t_0+kh)+\overline\sigma w_{k+1}+(\overline a-\frac12\overline\sigma\frac{\overline\partial\sigma}{\partial x})h+\frac12\overline\sigma\frac{\overline\partial\sigma}{\partial x}w_{k+1}^2
\end{gather*}
where $h=T/m$; $k=0,1,…,m-1$; $w_1,…,w_m$ are independent normal $N(0,h)$ variables. Here the stroke means that the corresponding function is computed at point $(t_0+kh,X(t_0+kh))$.
It is shown that $\mathbf M(X(t_0+T)-\overline X(t_0+T))^2=O(h^2)$.
The results are generalized to systems of stochastic differential equations.
Possibilities of improving the accuracy of the approximation are discussed.
Received: 23.09.1973
Citation:
G. N. Mil'shtein, “Approximate integration of stochastic differential equations”, Teor. Veroyatnost. i Primenen., 19:3 (1974), 583–588
Citation in format AMSBIB
\Bibitem{Mil74}
\by G.~N.~Mil'shtein
\paper Approximate integration of stochastic differential equations
\jour Teor. Veroyatnost. i Primenen.
\yr 1974
\vol 19
\issue 3
\pages 583--588
\mathnet{http://mi.mathnet.ru/tvp2929}
\mathscinet{http://www.ams.org/mathscinet-getitem?mr=356225}
\zmath{http://www.zentralblatt-math.org/zmath/search/?an=Zbl 0314.60039}
\transl
\jour Theory Probab. Appl.
\yr 1975
\vol 19
\issue 3
\pages 557--562
\crossref{http://dx.doi.org/10.1137/1119062}
Linking options:
http://mi.mathnet.ru/eng/tvp2929 http://mi.mathnet.ru/eng/tvp/v19/i3/p583
Full text (in Russian):
PDF file (336 kB)
English version:
Theory of Probability and its Applications, 1975, 19:3, 557–562
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; G. N. Mil'shtein, N. F. Rybkina, “An algorithm for random walks over small ellipsoids for solving the
general Dirichlet problem”, Comput. Math. Math. Phys., 33:5 (1993), 631–647 -
Ю. С. Мишура, Г. М. Шевченко, “Аппроксимационные схемы для стохастических дифференциальных уравнений в гильбертовом пространстве”, ТВП, 51:3 (2006), 476–495
; Yu. S. Mishura, G. M. Shevchenko, “Approximation schemes for stochastic differential equations in Hilbert space”, Theory Probab. Appl., 51:3 (2007), 442–458
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