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I wonder why we work with constant discretization in Time Discretization of numerical approximation for numerical scheme if we take not necessarily constant Discretization Is the numerical scheme (Such : Euler, Runge-Kutta4, Euler-maruyama, milstein ...) still true?

For Example Euler–Maruyama method :

they took an equidistant mesh of size N to divide a time interval [0, T] into N subintervals which means constant discretization what will be happend if we wrok with non constant one?

I would like to see that in point of view of Numerical analysis ??

Thank you for a clear answer, simple and detailed.

Educ
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