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20242026
most citedOnline convex optimization for constrained control of nonlinear systems

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math.OC2026

Certainty-equivalent adaptive MPC for uncertain nonlinear systems

Johannes Köhler

We provide a method to design adaptive controllers for nonlinear systems using model predictive control (MPC). By combining a certainty-equivalent MPC formulation with least-mean-s…