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First-order, stationary mean-field games with congestion.

Authors :
Evangelista, David
Ferreira, Rita
Gomes, Diogo A.
Nurbekyan, Levon
Voskanyan, Vardan
Source :
Nonlinear Analysis. Aug2018, Vol. 173, p37-74. 38p.
Publication Year :
2018

Abstract

Mean-field games (MFGs) are models for large populations of competing rational agents that seek to optimize a suitable functional. In the case of congestion, this functional takes into account the difficulty of moving in high-density areas. Here, we study stationary MFGs with congestion with quadratic or power-like Hamiltonians. First, using explicit examples, we illustrate two main difficulties: the lack of classical solutions and the existence of areas with vanishing densities. Our main contribution is a new variational formulation for MFGs with congestion. With this formulation, we prove the existence and uniqueness of solutions. Finally, we consider applications to numerical methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0362546X
Volume :
173
Database :
Academic Search Index
Journal :
Nonlinear Analysis
Publication Type :
Academic Journal
Accession number :
129647921
Full Text :
https://doi.org/10.1016/j.na.2018.03.011