Abstract
A random walk model is used to obtain a partial differential heat conduction equation. This equation can be considered as describing phenomena which are nonlocal in space and time since it contains time and coordinate derivatives of an arbitrarily high order. This so-called gradient nonlocalness becomes an integral nonlocalness in the case of derivatives of infinitely high order. The heat equation is solved by means of a perturbation method.