This article describes some numerical approaches for solving the problem of pricing derivatives. These approaches are based on the Monte Carlo and finite difference methods. A number of techniques are given that provide a possibility to optimize the computational algorithms for their use on graphics processors. A software and hardware complex is also described that allows to increase the efficiency of calculations.