Discusses the design of machine-building production, certain steps of which are formalized problems of the forecast of the number of parts and calculate their estimated time. Simulation of application tasks is performed by the approximation of the fractional - power series. The possibility is shown for the numerical solution of models using combined genetic algorithms.