Numerical solution of mean-field game problem with an external control
The paper presents a computational algorithm for solving an optimal control problem formulated in terms of mean-field game theory. The equilibrium of the mean field leads to a coupled system of two parabolic partial differential equations: Fokker-Plank-Kolmogorov and Hamilton-Jacobi-Bellman ones. We...
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Veröffentlicht in: | AIP conference proceedings 2022-09, Vol.2522 (1) |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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Zusammenfassung: | The paper presents a computational algorithm for solving an optimal control problem formulated in terms of mean-field game theory. The equilibrium of the mean field leads to a coupled system of two parabolic partial differential equations: Fokker-Plank-Kolmogorov and Hamilton-Jacobi-Bellman ones. We extend the conventional model by incorporating a mechanism for external (crisis) influence on the behavior of agents. The article is devoted to the discrete approximation of such a differential statement. The constructed algorithm is implemented to the task of heating insulation of houses. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0100744 |