1. A hybrid control system for predicting a behavior of a physical system, the hybrid control system comprising: a model inverting control system capable of implementing a model inverting control law and determining an active set of goals and limits; and a model predictive control system capable of implementing a model predictive control law and utilizing the active set of goals and limits to determine current effector requests, the current effector requests being used to control behavior of the physical system.