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math.OC2025
A successive convexification approach for robust receding horizon control
Yana Lishkova, Mark Cannon
A novel robust nonlinear model predictive control strategy is proposed for systems with nonlinear dynamics and convex state and control constraints. Using a sequential convex appro…
math.OC2024
Learning-based Rigid Tube Model Predictive Control
Yulong Gao, Shuhao Yan, Jian Zhou +3
This paper is concerned with model predictive control (MPC) of discrete-time linear systems subject to bounded additive disturbance and mixed constraints on the state and input, wh…