TY - JOUR
T1 - First-order, stationary mean-field games with congestion
AU - Evangelista, David
AU - Ferreira, Rita
AU - Gomes, Diogo A.
AU - Nurbekyan, Levon
AU - Voskanyan, Vardan K.
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledged KAUST grant number(s): OSR-CRG2017-3452
Acknowledgements: The authors were partially supported by King Abdullah University of Science and Technology (KAUST) baseline and start-up funds, and grant OSR-CRG2017-3452.
PY - 2018/4/30
Y1 - 2018/4/30
N2 - 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.
AB - 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.
UR - http://hdl.handle.net/10754/626821
UR - http://arxiv.org/abs/1710.01566v1
UR - http://www.scopus.com/inward/record.url?scp=85045796045&partnerID=8YFLogxK
U2 - 10.1016/j.na.2018.03.011
DO - 10.1016/j.na.2018.03.011
M3 - Article
SN - 0362-546X
VL - 173
SP - 37
EP - 74
JO - Nonlinear Analysis
JF - Nonlinear Analysis
ER -