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A CONSTRUCTIVE APPROACH TO EXISTENCE OF EQUILIBRIA IN TIME-INCONSISTENT STOCHASTIC CONTROL PROBLEMS.

Authors :
JIANG YU NGUWI
PRIVAULT, NICOLAS
Source :
SIAM Journal on Control & Optimization. 2022, Vol. 60 Issue 2, p674-698. 25p.
Publication Year :
2022

Abstract

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. 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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03630129
Volume :
60
Issue :
2
Database :
Academic Search Index
Journal :
SIAM Journal on Control & Optimization
Publication Type :
Academic Journal
Accession number :
155990054
Full Text :
https://doi.org/10.1137/20M1370446