mlsanityData to 14 Oct 2026

Model Predictive Control, Cost Controllability, and Homogeneity *

arXiv 1906.05112 ↗First posted 12 Jun 2019math.OCcited by 2

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Abstract (arXiv)

We are concerned with the design of Model Predictive Control (MPC) schemes such that asymptotic stability of the resulting closed loop is guaranteed even if the linearization at the desired set point fails to be stabilizable. Therefore, we propose to construct the stage cost based on the homogeneous approximation and rigorously show that applying MPC yields an asymp-totically stable closed-loop behavior if the homogeneous approximation is asymptotically null controllable. To this end, we verify cost controllability-a condition relating the current state, the stage cost, and the growth of the value function w.r.t. time-for this class of systems in order to provide stability and performance guarantees for the proposed MPC scheme without stabilizing terminal costs or constraints.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 12 Jun 2019.

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Citing papers per year: 2024: 1; 2025: 0; 2026: 1.

2 papers.