Finite Difference Methods for Mean Field Games Systems
We discuss convergence results for a class of finite difference schemes approximating Mean Field Games systems either on the torus or a network. We also propose a quasi-Newton method for the computation of discrete solutions, based on a least squares formulation of the problem. Several numerical experiments are carried out including the case with two or more competing populations.
KeywordsMean field games Networks Numerical methods Finite difference Newton-like methods