Weak Solutions of Mean Field Game Master Equations
Mou, Chenchen ; Zhang, Jianfeng
arXiv, Tome 2019 (2019) no. 0, / Harvested from
In this paper we study master equations arising from mean field game problems, under the Lasry-Lions monotonicity condition. Classical solutions of such equations typically require very strong technical conditions. Moreover, unlike the equations arising from mean field control problems, the mean field game master equations are non-local and even classical solutions often do not satisfy the comparison principle, so the standard viscosity solution approach seems infeasible. We shall propose two notions of weak solutions for such equations: one is in the spirit of vanishing viscosity solutions, relying on the stability result; and the other is in the spirit of Sobolev solutions, based on the integration by parts formula. We shall prove existence and uniqueness of weak solutions in both senses. For the crucial regularity in terms of the measures, we construct a smooth mollifer for functions on Wasserstein space, which is new in the literature and is interesting in its own right. In order to focus on the main ideas, in this paper we consider only a very special case, and the more general cases will be studied in an accompanying paper.
Publié le : 2019-03-23
Classification:  Mathematics - Analysis of PDEs,  Mathematics - Optimization and Control,  Mathematics - Probability
@article{1903.09907,
     author = {Mou, Chenchen and Zhang, Jianfeng},
     title = {Weak Solutions of Mean Field Game Master Equations},
     journal = {arXiv},
     volume = {2019},
     number = {0},
     year = {2019},
     language = {en},
     url = {http://dml.mathdoc.fr/item/1903.09907}
}
Mou, Chenchen; Zhang, Jianfeng. Weak Solutions of Mean Field Game Master Equations. arXiv, Tome 2019 (2019) no. 0, . http://gdmltest.u-ga.fr/item/1903.09907/