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Borzì, Alfio ; Grüne, Lars:
Towards a solution of mean-field control problems using model predictive control.
In: IFAC-PapersOnLine.
Bd. 53
(2020)
Heft 2
.
- S. 4973-4978.
ISSN 2405-8963
DOI: https://doi.org/10.1016/j.ifacol.2020.12.1086
Dies ist die aktuelle Version des Eintrags.
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| Projekttitel: |
Offizieller Projekttitel Projekt-ID Model Predictive Control for the Fokker-Planck Equation GR 1569/13-1 |
|---|---|
| Projektfinanzierung: |
Deutsche Forschungsgemeinschaft |
Abstract
In this paper we propose a model predictive control (MPC) scheme for solving mean-field control problems. To this end, the MPC scheme is applied to a controlled Fokker-Planck equation. We test our algorithm by means of a numerical example, both with and without nonlinear coupling. We also provide numerical evidence that MPC indeed delivers approximately optimal trajectories for this example.
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Towards a solution of mean-field control problems using model predictive control. (deposited 11 Nov 2019 08:40)
- Towards a solution of mean-field control problems using model predictive control. (deposited 19 Apr 2021 12:03) [Aktuelle Anzeige]