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An introduction to monotonicity methods in mean-field games

An introduction to monotonicity methods in mean-field games

来源:Arxiv_logoArxiv
英文摘要

This chapter examines monotonicity techniques in the theory of mean-field games(MFGs). Originally, monotonicity ideas were used to establish the uniqueness of solutions for MFGs. Later, monotonicity methods and monotone operators were further exploited to build numerical methods and to construct weak solutions under mild assumptions. Here, after a brief discussion on the mean-field game formulation, we introduce the Minty method and regularization strategies for PDEs. These are then used to address typical stationary and time-dependent monotone MFGs and to establish the existence of weak solutions for such MFGs.

Teruo Tada、Diogo Gomes、Rita Ferreira

数学

Teruo Tada,Diogo Gomes,Rita Ferreira.An introduction to monotonicity methods in mean-field games[EB/OL].(2025-02-27)[2025-08-02].https://arxiv.org/abs/2502.20091.点此复制

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