This chapter provides an introduction into the numerical integration of stochastic differential equations (SDEs). Again X t denotes a stochastic process and solution of an SDE,
$$\frac{{\partial y}}{{\partial \tau }} = \frac{{{\partial ^2}y}}{{\partial {x^2}}}$$