LQ optimal design at finitely many frequencies

The notion of linear quadratic (LQ) optimality at a single frequency is developed in single-input single-output (SISO) linear time-invariant system/quasi-stationary signal framework, and the optimality condition is given. The LQ optimal design at finitely many frequencies is then shown to be reducible to an interpolation problem.