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This paper presents a stochastic method for optimal control of a class of hybrid systems with two switching instants. For this class of hybrid systems, the problem to be solved amounts to minimising a two-dimensional continuous cost function. The optimisation method exposed here is based on a convergence theoremm An algorithm is given and tried on an illustrating example.