Pedestrian flows in bounded domains with obstacles

被引:87
作者
Piccoli, Benedetto [1 ]
Tosin, Andrea [1 ]
机构
[1] CNR, Ist Applicaz Calcolo Mauro Picone, I-00161 Rome, Italy
关键词
Pedestrian flow; Macroscopic modeling; Measure theory; Push forward; CROWD DYNAMICS; TRAFFIC FLOW; MODELS; WAVES;
D O I
10.1007/s00161-009-0100-x
中图分类号
O414.1 [热力学];
学科分类号
摘要
In this paper, we systematically apply the mathematical structures by time-evolving measures developed in a previous work to the macroscopic modeling of pedestrian flows. We propose a discrete-time Eulerian model, in which the space occupancy by pedestrians is described via a sequence of Radon-positive measures generated by a push-forward recursive relation. We assume that two fundamental aspects of pedestrian behavior rule the dynamics of the system: on the one hand, the will to reach specific targets, which determines the main direction of motion of the walkers; on the other hand, the tendency to avoid crowding, which introduces interactions among the individuals. The resulting model is able to reproduce several experimental evidences of pedestrian flows pointed out in the specialized literature, being at the same time much easier to handle, from both the analytical and the numerical point of view, than other models relying on nonlinear hyperbolic conservation laws. This makes it suitable to address two-dimensional applications of practical interest, chiefly the motion of pedestrians in complex domains scattered with obstacles.
引用
收藏
页码:85 / 107
页数:23
相关论文
共 31 条
[1]  
[Anonymous], P 17 IFAC WORLD C
[2]   Resurrection of "second order" models of traffic flow [J].
Aw, A ;
Rascle, M .
SIAM JOURNAL ON APPLIED MATHEMATICS, 2000, 60 (03) :916-938
[3]  
Banos A., 2007, P 4 EUR SOC SIM ASS, P611
[4]   On the modelling crowd dynamics from scaling to hyperbolic macroscopic models [J].
Bellomo, Nicola ;
Dogbe, Christian .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2008, 18 (1317-1345) :1317-1345
[5]  
BUTTAZZO G, 2007, OPTIMIZATION PROBLEM
[6]   Pedestrian flows and non-classical shocks [J].
Colombo, RM ;
Rosini, MD .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2005, 28 (13) :1553-1567
[7]  
COLOMBO RM, 2008, EXISTENCE NONCLASSIC
[8]   First-order macroscopic modelling of human crowd dynamics [J].
Coscia, V. ;
Canavesio, C. .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2008, 18 :1217-1247
[9]  
Dallard P., 2001, STRUCT ENG, V79, P17
[10]  
Helbing D, 2002, PEDESTRIAN AND EVACUATION DYNAMICS, P21