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)
Hauptverfasser: Kornienko, V. S., Shaydurov, V. V.
Format: Artikel
Sprache:eng
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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.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0100744