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Itô Equation


An Itô equation is a stochastic differential equation whose stochastic integrals are interpreted in the Itô sense. A scalar Itô equation driven by a Wiener process W_t is commonly written

 dX_t=a(t,X_t)dt+b(t,X_t)dW_t,

where a is the drift coefficient and b is the diffusion coefficient. This differential notation is shorthand for the integral equation

 X_t=X_0+int_0^ta(s,X_s)ds+int_0^tb(s,X_s)dW_s.

The final term is an Itô integral, so its integrand is evaluated using only information available up to time s (Kloeden and Platen 1992).


See also

Itô Integral, Itô's Lemma, Stochastic Differential Equation, Stochastic Integral, Wiener Process

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References

Kloeden, P. E. and Platen, E. Numerical Solution of Stochastic Differential Equations. Berlin, Germany: Springer-Verlag, 1992.

Cite this as:

Weisstein, Eric W. "Itô Equation." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/ItoEquation.html

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