Much interest has been generated in the design of multivariable systems. In particular, the system design problem can be transformed into a problem involving a system performance index with algebraic constraints. This paper investigates several approaches to solving the system design problem through application of optimization techniques, once the system performance index and constraint problem has been formulated. The pole placement problem with feedback gain constraints is developed as the motivating example.