A design optimization system includes an initial design evaluation module evaluating a system model using initial subsystem designs to extract interactions between subsystem models and/or between the system and the subsystem models. An updating module updates the interactions for the subsystem models, and an optimization module performs subsystem design optimization using the subsystem model and most recently updated interactions, thereby obtaining an updated subsystem design.