Discrete kinetic theory for 2D modeling of a moving crowd: Application to the evacuation of a non-connected bounded domain
Elmoussaoui, A. ; Argoul, P. ; El Rhabi, M. ; Hakim, A.
HAL, hal-01811760 / Harvested from HAL
This paper concerns the mathematical modeling of the motion of a crowd in a non connected bounded domain, based on kinetic and stochastic game theories. The proposed model is a mesoscopic probabilistic approach that retains features obtained from both micro-and macro-scale representations; pedestrian interactions with various obstacles being managed from a probabilistic perspective. A proof of the existence and uniqueness of the proposed mathematical model's solution is given for large times. A numerical resolution scheme based on the splitting method is implemented and then applied to crowd evacuation in a non connected bounded domain with one rectangular obstacle. The evacuation time of the room is then calculated by our technique, according to the dimensions and position of a square-shaped obstacle, and finally compared to the time obtained by a deterministic approach by means of randomly varying some of its parameters.
Publié le : 2018-02-04
Classification:  Splitting scheme,  Crowd dynamics,  Discrete kinetic theory,  Complex system,  Evacuation,  [MATH]Mathematics [math],  [MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA],  [INFO]Computer Science [cs],  [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
@article{hal-01811760,
     author = {Elmoussaoui, A. and Argoul, P. and El Rhabi, M. and Hakim, A.},
     title = {Discrete kinetic theory for 2D modeling of a moving crowd: Application to the evacuation of a non-connected bounded domain},
     journal = {HAL},
     volume = {2018},
     number = {0},
     year = {2018},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-01811760}
}
Elmoussaoui, A.; Argoul, P.; El Rhabi, M.; Hakim, A. Discrete kinetic theory for 2D modeling of a moving crowd: Application to the evacuation of a non-connected bounded domain. HAL, Tome 2018 (2018) no. 0, . http://gdmltest.u-ga.fr/item/hal-01811760/