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 50 条
  • [21] An evacuation model using cellular automata
    Yuan, Welfeng
    Tan, Kang Hal
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2007, 384 (02) : 549 - 566
  • [22] Evacuation Simulations using Cellular Automata
    Cristian Tissera, Pablo
    Printista, Marcela
    Luis Errecalde, Marcelo
    JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2007, 7 (01): : 14 - 20
  • [23] A chain navigation grid based on cellular automata for large-scale crowd evacuation in virtual reality
    Dang, Pei
    Zhu, Jun
    Pirasteh, Saied
    Li, Weilian
    You, Jigang
    Xu, Bingli
    Liang, Ce
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 103
  • [24] New insights into discretization effects in cellular automata models for pedestrian evacuation
    Guo, Ren-Yong
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 400 : 1 - 11
  • [25] Stochastic differential games for crowd evacuation problems: A paradox
    Barreiro-Gomez, Julian
    AUTOMATICA, 2022, 140
  • [26] Cellular Automata Model for Helping Behavior in Pedestrian Evacuation Based on Fuzzy Theory
    Mao, Qinghua
    Wang, Heng
    TRANSPORTATION RESEARCH RECORD, 2024, 2678 (09) : 594 - 607
  • [27] An Integrated Cellular Automata Approach for Spatial Evacuation Simulation on Metro Platforms with Smoke Spreading
    Zhou, Zhuping
    Zhou, Yang
    Pu, Ziyuan
    Qi, Yong
    Xu, Yongneng
    TRANSPORTATION RESEARCH RECORD, 2019, 2673 (11) : 851 - 864
  • [28] Cellular automata with memory
    Alonso-Sanz, R
    Martín, M
    MODELING OF COMPLEX SYSTEMS, 2003, 661 : 153 - 158
  • [29] A Spatial Partitioning Based Crowd Evacuation Model
    Toumi, Noureddine
    Malhame, Roland
    Le Ny, Jerome
    2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 5247 - 5252
  • [30] Dynamic Cellular Learning Automata for Evacuation Simulation
    Ruan, Xin
    Jin, Zeren
    Li, Yue
    Tu, Huizhao
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2019, 11 (03) : 129 - 142