Extension of a linear quadratic tracking algorithm include control constraints

Pindyck\´s [1] algorithm is extended to include problems with magnitude constraints on the controls. The modification to the original solution involves only an additional term (containing the co-constraint vectors) each in the "tracking vector" and the optimal control. The co-contraint vectors are found by iteration using a gradient procedure.