Gradient calculations for linear quadratic fixed-control structure problems

A general formula for the gradient of the linear quadratic fixed-control structure problem with respect to the free controller parameters is presented. This formula includes as special cases time-invariant, time-varying, and robust control formulations for both continuous- and discrete-time problems. Explicit formulas for the continuous-time formulations are presented.