Two algorithms for decentralized control of large scale systems with dynamic interconnected systems are presented. These algorithms are based upon two controller configurations and result in the optimization of a regulator-type performance measure. The approach is computationally attractive in that existing Ricatti matrix solutions may be directly applied. Furthermore, these algorithms may perform well even under small system parameter variation or system disturbance. Examples are provided to illustrate the method.