Reduction in decision dimensionality in dynamic programming

A procedure for reducing the decision dimensionality in a dynamic programming calculation is presented for multi-stage decision processes for which the dimension of the decision vector is greater than the dimension of the state vector. This procedure facilitates the numerical and analytical investigations of this class of optimization problems.