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math.OC2023
A mesh-independent method for second-order potential mean field games
Kang Liu, Laurent Pfeiffer
This article investigates the convergence of the Generalized Frank-Wolfe (GFW) algorithm for the resolution of potential and convex second-order mean field games. More specifically…
math.OC2023★ 1 cited
Mean field optimization problems: stability results and Lagrangian discretization
Kang Liu, Laurent Pfeiffer
We formulate and investigate a mean field optimization (MFO) problem over a set of probability distributions with a prescribed marginal . The cost function depends on an agg…