A Cellular Automata Based Crowd Behavior Model

被引:0
|
作者
Wang, D. [1 ]
Kwok, N. M. [1 ]
Jia, Xiuping [2 ]
Li, F. [2 ]
机构
[1] Univ New S Wales, Sch Mech & Mfg Engn, Sydney, NSW 2052, Australia
[2] Univ New S Wales, Univ Coll, Sch Engn & Informat Technol, Wales, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a Cellular Automata (CA) based crowd behavior model which mimics movements of humans in an indoor environment. Because of the increasing population in modern cities, the understanding of crowd behavior in the urban environment has become a crucial issue in emergency management. In the proposed crowd behavior model, pedestrians are confined to move in a cellular space where their movements are determined by their own status and the surrounding environment characteristics. A pedestrian's behavior is constructed from several attributes: including the "walking toward goal" behavior, "collision and congestion avoidance" behavior, "grouping" behavior and path smoothness. Simulations have been carried out with a crowd consisting of thirty pedestrians in an indoor environment to validate the model.
引用
收藏
页码:218 / 225
页数:8
相关论文
共 50 条
  • [1] Occupants' behavior of going with the crowd based on cellular automata occupant evacuation model
    Zhao, Daoliang
    Yang, Lizhong
    Li, Jian
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (14) : 3708 - 3718
  • [2] Evacuation Model of Emotional Contagion Crowd Based on Cellular Automata
    Xiao, Qian
    Li, Jiayang
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021, 2021
  • [3] Hardware Implementation of a Crowd Evacuation Model Based on Cellular Automata
    Georgoudas, Ioakeim G.
    Sirakoulis, Georgios C.
    Andreadis, Ioannis T.
    [J]. PEDESTRIAN AND EVACUATION DYNAMICS 2008, 2010, : 451 - 463
  • [4] Crowd Evacuating Process Model with Cellular Automata Based on Safety Training
    Tang, Shi Xi
    Tang, Ke Ming
    [J]. ADVANCED RESEARCH ON COMPUTER SCIENCE AND INFORMATION ENGINEERING, PT I, 2011, 152 : 436 - 441
  • [5] Practice of Crowd Evacuating Process Model with Cellular Automata Based on Safety Training
    Tang, Shi Xi
    Tang, Ke Ming
    [J]. ADVANCES IN SWARM INTELLIGENCE, PT II, 2011, 6729 : 260 - 268
  • [6] Simulation of Running Crowd Dynamics: Potential-Based Cellular Automata Model
    Yu, Tao
    Yang, Hai-Dong
    [J]. IEEE ACCESS, 2023, 11 : 138602 - 138613
  • [7] Follow-the-Leader Cellular Automata Based Model Directing Crowd Movement
    Vihas, Christos
    Georgoudas, Ioakeim G.
    Sirakoulis, Georgios Ch.
    [J]. CELLULAR AUTOMATA, ACRI 2012, 2012, 7495 : 752 - 762
  • [8] Cellular Automata as the basis of effective and realistic agent-based models of crowd behavior
    Robert Lubaś
    Jarosław Wąs
    Jakub Porzycki
    [J]. The Journal of Supercomputing, 2016, 72 : 2170 - 2196
  • [9] Simulation of employee behavior based on cellular automata model
    Jiao, Yue
    Sun, Shaorong
    Sun, Xiaodong
    [J]. COMPUTATIONAL SCIENCE - ICCS 2007, PT 4, PROCEEDINGS, 2007, 4490 : 134 - +
  • [10] Cellular Automata as the basis of effective and realistic agent-based models of crowd behavior
    Lubas, Robert
    Was, Jaroslaw
    Porzycki, Jakub
    [J]. JOURNAL OF SUPERCOMPUTING, 2016, 72 (06): : 2170 - 2196