A constructive approach to existence of equilibria in time-inconsistent stochastic control problems
- Resource Type
- Working Paper
- Authors
- Nguwi, Jiang Yu; Privault, Nicolas
- Source
- Subject
- Mathematics - Optimization and Control
Mathematics - Probability
93E20 91G80 91B7
- Language
We extend the construction of equilibria for linear-quadratic and mean-variance portfolio problems available in the literature to a large class of mean-field time-inconsistent stochastic control problems in continuous time. Our approach relies on a time discretization of the control problem via n-person games, which are characterized via the maximum principle using Backward Stochastic Differential Equations (BSDEs). The existence of equilibria is proved by applying weak convergence arguments to the solutions of n-person games. A numerical implementation is provided by approximating n-person games using finite Markov chains.