The paper considers using cellular automata as mathematical models to solve problems based on differential equations. The convergence of the solution obtained using a cellular automaton to the solution of the original differential equation has been proven for a class of problems used in socio-economic modeling. We discuss the applicability of cellular automata in such problems.