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Numerical Integration of Stochastic Differential Equations (Paperback, Softcover reprint of hardcover 1st ed. 1995)
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Numerical Integration of Stochastic Differential Equations (Paperback, Softcover reprint of hardcover 1st ed. 1995)
Series: Mathematics and Its Applications, 313
Expected to ship within 10 - 15 working days
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U sing stochastic differential equations we can successfully model
systems that func- tion in the presence of random perturbations.
Such systems are among the basic objects of modern control theory.
However, the very importance acquired by stochas- tic differential
equations lies, to a large extent, in the strong connections they
have with the equations of mathematical physics. It is well known
that problems in math- ematical physics involve 'damned
dimensions', of ten leading to severe difficulties in solving
boundary value problems. A way out is provided by stochastic
equations, the solutions of which of ten come about as
characteristics. In its simplest form, the method of
characteristics is as follows. Consider a system of n ordinary
differential equations dX = a(X) dt. (O.l ) Let Xx(t) be the
solution of this system satisfying the initial condition Xx(O) = x.
For an arbitrary continuously differentiable function u(x) we then
have: (0.2) u(Xx(t)) - u(x) = j (a(Xx(t)), ~~ (Xx(t))) dt.
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