A New Componentwise Hölder Regression Method for Shrink-Horizon Economic Model Predictive Control.
A novel learning-based Shrink-Horizon Economic Model Predictive Control algorithm for constrained nonlinear systems with unknown dynamics and additive disturbances is proposed that enables a flexible trade-off among economic performance, stability, and online computational burden via simple parameter adjustments.