Emergent fundamental pedestrian flows from cellular automata microsimulation

被引:168
|
作者
Blue, VJ [1 ]
Adler, JL
机构
[1] New York State Dept Transportat, Poughkeepsie, NY 12603 USA
[2] Rensselaer Polytech Inst, Dept Civil Engn, Troy, NY 12180 USA
关键词
D O I
10.3141/1644-04
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In recent years cellular automats (CA) have been successfully applied to modeling traffic how. Use of a CA for modeling pedestrian flows is examined here. A particle hopping model for a single-direction al pedestrian flow over a multilane walkway is presented. This model offers the advantage of effectively capturing the behaviors of pedestrians at the micro-level while attaining realistic macro-level activity. The emergent group behavior is an outgrowth of the interaction of the rule set in simulation. The results indicate that a heuristically derived minimal rule set produces Row patterns that closely resemble the accepted fundamental diagrams. Important parameters for determining the shape of the fundamental diagrams are examined. Key rules used in a vehicular traffic CA are tested for their applicability to the pedestrian CA model.
引用
收藏
页码:29 / 36
页数:8
相关论文
共 50 条
  • [31] Emergent computation using a new model of cellular automata
    Hassan, Y
    Tazaki, E
    [J]. APPLIED ARTIFICIAL INTELLIGENCE, 2003, 17 (01) : 39 - 69
  • [32] Pyroclastic flows modelling using cellular automata
    Avolio, Maria Vittoria
    Crisci, Gino Mirocle
    Di Gregorio, Salvatore
    Rongo, Rocco
    Spataro, William
    D'Ambrosio, Donato
    [J]. COMPUTERS & GEOSCIENCES, 2006, 32 (07) : 897 - 911
  • [33] Cellular automata pedestrian movement model considering human behavior
    YANG Lizhong
    [J]. Science Bulletin, 2003, (16) : 1695 - 1699
  • [34] A multi-agent cellular automata model of pedestrian movement
    Dijkstra, J
    Jessurun, J
    Timmermans, H
    [J]. PEDESTRIAN AND EVACUATION DYNAMICS, 2002, : 173 - 179
  • [35] Cumulative Mean Crowding and Pedestrian Crowds: A Cellular Automata Model
    Gorrini, Andrea
    Crociani, Luca
    Vizzari, Giuseppe
    Bandini, Stefania
    [J]. CELLULAR AUTOMATA (ACRI 2018), 2018, 11115 : 481 - 491
  • [36] Modeling and simulation on unidirectional pedestrian flow Based on Cellular Automata
    Hu, Quqiang
    Song, Zhigang
    [J]. STRUCTURAL ENGINEERING, VIBRATION AND AEROSPACE ENGINEERING, 2014, 482 : 350 - 354
  • [37] Cellular automata pedestrian movement model considering human behavior
    Yang, LZ
    Fang, WF
    Li, J
    Huang, R
    Fan, WC
    [J]. CHINESE SCIENCE BULLETIN, 2003, 48 (16): : 1695 - 1699
  • [38] Analysis of walking patterns in a pedestrian environment using cellular automata
    Rassafi, Amir Abbas
    Mohajeri, Fatemeh
    [J]. PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-MUNICIPAL ENGINEER, 2019, 172 (01) : 37 - 45
  • [39] Potential field cellular automata model for overcrowded pedestrian flow
    Zhang, Peng
    Li, Xiao-Yang
    Deng, Hua-Yu
    Lin, Zhi-Yang
    Zhang, Xiao-Ning
    Wong, S. C.
    [J]. TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 16 (03) : 749 - 775
  • [40] Cellular automata (CA) simulation of the interaction of vehicle flows and pedestrian crossings on urban low-grade uncontrolled roads
    Chen, Qun
    Wang, Yan
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 432 : 43 - 57