On the application of Chernoff theorem to random walks

The resolution semigroup of Cauchy problem of evolutionary linear partial differential equation is presented as the limit of iteration of random maps generated by random walk in the coordinate space. This approach is the extension of description of solutions of the Kolmogoroff–Fokker–Plank equation by the diffusion process onto the high order differential equation and pseudodifferential equation.