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Mean Field Games With Parametrized Followers.

Authors :
Bensoussan, Alain
Cass, Thomas
Chau, Man Ho Michael
Yam, Sheung Chi Phillip
Source :
IEEE Transactions on Automatic Control; Jan2020, Vol. 65 Issue 1, p12-27, 16p
Publication Year :
2020

Abstract

We consider mean field games between a dominant leader and many followers, such that each follower is subject to a heterogeneous delay effect from the leader's action, who in turn can exercise governance on the population through this influence. The delay effects are assumed to be discretely distributed among the followers. Given regular enough coefficients, we describe a necessary condition for the existence of a solution for the equilibrium by a system of coupled forward–backward stochastic differential equations and stochastic partial differential equations. We provide a thorough study for the particular linear quadratic case. By adopting a functional approach, we obtain the time-independent sufficient condition, which warrants the unique existence of the solution of the whole mean field game problem. Several numerical illustrations with different time horizons and populations are demonstrated. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
65
Issue :
1
Database :
Complementary Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
141052545
Full Text :
https://doi.org/10.1109/TAC.2019.2910945