Lidé
Ing. Karolína Sehnalová
Všechny publikace
Solving unbounded optimal control problems with the moment-SOS hierarchy
- Autoři: Ing. Karolína Sehnalová, prof. Ing. Didier Henrion, Ph.D., Ing. Milan Korda, Ph.D., Kružík, M.
- Publikace: IEEE Control Systems Letters. 2025, 9 288-293. ISSN 2475-1456.
- Rok: 2025
- DOI: 10.1109/LCSYS.2025.3572074
- Odkaz: https://doi.org/10.1109/LCSYS.2025.3572074
- Pracoviště: Katedra řídicí techniky
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Anotace:
The behaviour of the moment-sums-of-squares (moment-SOS) hierarchy for poly nomial optimal control problems on compact sets has been explored to a large extent. Our contribution focuses on the case of non-compact control sets. We describe a new approach to optimal control problems with unbounded controls, using compacti ca tion by partial homogenization, leading to an equivalent innite dimensional linear program with compactly supported measures. Our results are closely related to the results of a previous approach using DiPerna-Majda measures. However, our work provides a sound proof of the absence of relaxation gap, which was conjectured in the previous work, and thereby enables the design of a moment-sum-of-squares relaxation with guaranteed convergence.