A generalized mean-field game model for the dynamics of pedestrians with limited predictive abilities
Academic Article
Publication Date:
2023
abstract:
This paper investigates the model for pedestrian flow firstly proposed in [Cristiani, Priuli, and Tosin, SIAM J. Appl. Math., 75:605-629, 2015]. The model assumes that each individual in the crowd moves in a known domain, aiming at minimizing a given cost functional. Both the pedestrian dynamics and the cost functional itself depend on the position of the whole crowd. In addition, pedestrians are assumed to have predictive abilities, but limited in time.
Iris type:
01.01 Articolo in rivista
Keywords:
pedestrian dynamics; mean-field games; Fokker-Planck equation; Hamilton-Jacobi-Bellman equation; evacuation problems
List of contributors: