A new LOG-like parametrization scheme is introduced for low-order controller design. Descent-based design methodologies are developed for optimizing an H-2 cost with respect to the controller design parameters, in this case, the reduced-order regulator and estimator gain matrices. In a modified version, the reduced-order model of the plant is also updated. Numerical experiments using large-space structure models show the efficacy of this approach.