Spatial games and memory effects on crowd evacuation behavior with Cellular Automata

被引:18
作者
Mitsopoulou, Martha [1 ]
Dourvas, Nikolaos I. [1 ]
Sirakoulis, Georgios Ch. [1 ]
Nishinari, Katsuhiro [2 ]
机构
[1] Democritus Univ Thrace, Dept Elect & Comp Engn, Lab Elect, GR-67100 Xanthi, Greece
[2] Univ Tokyo, Res Ctr Adv Sci & Technol, Tokyo 1138656, Japan
关键词
Crowd evacuation; Cellular Automata; Modeling; Spatial games; Memory; MODEL; SIMULATION; DYNAMICS; FLOW;
D O I
10.1016/j.jocs.2018.09.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
When it comes to emergency evacuations of a big number of individuals from a certain room or a building, it is crucial that they should be able to exit the under study place in a quick and safe manner. Nevertheless, crowd behavior can be affected from various factors, among which are the distance from the exit, the visibility of the exit, the density of the crowd and how uncomfortable the conditions are inside the room for the crowd. In this study, we propose an evacuation model, in order to achieve a computationally enhanced simulation, based on Cellular Automata modeling, coupled with a Spatial Game to solve conflict situations among the anxious crowd. Additionally, aiming to a more realistic model, we added not only topological, but also behavioral characteristics coupled with the incorporation of different moving velocities and memory features to the evacuees. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:87 / 98
页数:12
相关论文
共 42 条
  • [31] Evacuation of pedestrians from a single room by using snowdrift game theories
    Shi, Dong-Mei
    Wang, Bing-Hong
    [J]. PHYSICAL REVIEW E, 2013, 87 (02):
  • [32] Real Data Evaluation of a Crowd Supervising System for Stadium Evacuation and Its Hardware Implementation
    Tsiftsis, Anastasios
    Georgoudas, Ioakeim G.
    Sirakoulis, Georgios Ch.
    [J]. IEEE SYSTEMS JOURNAL, 2016, 10 (02): : 649 - 660
  • [33] Vihas C, 2013, J CELL AUTOM, V8, P333
  • [34] Von Neumann J., 1966, IEEE T NEURAL NETWOR, V5, P3, DOI DOI 10.1126/SCIENCE.157.3785.180
  • [35] Spatial game in cellular automaton evacuation model
    von Schantz, Anton
    Ehtamo, Harri
    [J]. PHYSICAL REVIEW E, 2015, 92 (05):
  • [36] Evacuation of pedestrians from a hall by game strategy update
    Wang Hao-Nan
    Chen Dong
    Pan Wei
    Xue Yu
    He Hong-Di
    [J]. CHINESE PHYSICS B, 2014, 23 (08)
  • [37] Weidmann U., 1992, SCHRIFTENREIHE IVT, V90
  • [38] Wolfram S., 2002, A NEW KIND OF SCIENC
  • [39] Conflict game in evacuation process: A study combining Cellular Automata model
    Zheng, Xiaoping
    Cheng, Yuan
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (06) : 1042 - 1050
  • [40] Modeling crowd evacuation of a building based on seven methodological approaches
    Zheng Xiaoping
    Zhong Tingkuan
    Liu Mengting
    [J]. BUILDING AND ENVIRONMENT, 2009, 44 (03) : 437 - 445