期刊
JOURNAL DE MATHEMATIQUES PURES ET APPLIQUEES
卷 147, 期 -, 页码 98-162出版社
ELSEVIER
DOI: 10.1016/j.matpur.2021.01.003
关键词
Mean-field games; Master equation; Non-linear Kimura PDEs; Forcing uniqueness; Common noise; Wright-Fisher diffusion
资金
- National Science Foundation(United States) [DMS-1613170, DMS-2006305]
- Susan M. Smith chair
- French ANR [ANR-16-CE40-0015-01, ANR-19-P3IA-0002]
- Agence Nationale de la Recherche (ANR) [ANR-19-P3IA-0002] Funding Source: Agence Nationale de la Recherche (ANR)
In this study, uniqueness is enforced in finite state mean field games by introducing a Wright-Fisher common noise. The analysis of the master equation reveals a non-linear version of the Kimura type equation, with a unique smooth solution when the drift at the boundary is strong enough. This requires a priori estimates of Holder type for the corresponding Kimura operator with merely continuous drift.
We force uniqueness in finite state mean field games by adding a Wright-Fisher common noise. We achieve this by analyzing the master equation of this game, which is a degenerate parabolic second-order partial differential equation set on the simplex whose characteristics solve the stochastic forward-backward system associated with the mean field game; see Cardaliaguet et al. [10]. We show that this equation, which is a non-linear version of the Kimura type equation studied in Epstein and Mazzeo [28], has a unique smooth solution whenever the normal component of the drift at the boundary is strong enough. Among others, this requires a priori estimates of Holder type for the corresponding Kimura operator when the drift therein is merely continuous. (C) 2021 Elsevier Masson SAS. All rights reserved.
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