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This paper presents a modified domain decomposition method for the nu-merical solution of discrete Hamilton-Jacobi-Bellman equations arising from a class of optimal control problems using diffusion models.A convergence theorem is established.Numerical results indicate the effectiveness and accuracy of the method.