A computationally efficient method of incorporating nonzero mean disturbances in linear discrete optimal regulator problems is combined with a least-squares method of parameter estimation to obtain an adaptive controller technique. This technique is successfully applied to the design of a pitch control system of a large flexible launch vehicle of the Saturn class.