Modeling Groups of Pedestrians in Least Effort Crowd Movements Using Cellular Automata

被引:25
|
作者
Sarmady, Siamak [1 ]
Haron, Fazilah [1 ]
Talib, Abdullah Zawawi Hj. [1 ]
机构
[1] Univ Sains Malaysia, Sch Comp Sci, George Town, Malaysia
关键词
D O I
10.1109/AMS.2009.16
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Groups of pedestrians like family members and friends normally move slower than others and therefore act as a virtual barrier and slow down the crowd. In this paper we present our variation of least effort cellular automata algorithm which also considers the effect of pedestrian groups on crowd movement. The algorithm has been used in small scale movement layer of our multi-agent crowd simulation platform in order to allow more realistic simuations of crowd flows. A simple walkway scenario has been used to test the outcome of the model. Preliminary results of the simulation of the effect of groups are reported in this paper.
引用
收藏
页码:520 / 525
页数:6
相关论文
共 50 条
  • [1] Simulating Crowd Movements Using Fine Grid Cellular Automata
    Sarmady, Siamak
    Haron, Fazilah
    Talib, Abdullah Zawawi
    [J]. 2010 12TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2010, : 428 - 433
  • [2] A cellular automata model for circular movements of pedestrians during Tawaf
    Sarmady, Siamak
    Haron, Fazilah
    Talib, Abdullah Zawawi
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2011, 19 (03) : 969 - 985
  • [3] Cellular automata modeling of pedestrian movements
    Blue, VJ
    Embrechts, MJ
    Adler, JL
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 2320 - 2323
  • [4] Accelerating fuzzy cellular automata for modeling crowd dynamics
    Gerakakis, Ioannis
    Gavriilidis, Prodromos
    Dourvas, Nikolaos I.
    Georgoudas, Ioakeim G.
    Trunfio, Giuseppe A.
    Sirakoulis, Georgios Ch
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2019, 32 : 125 - 140
  • [5] Method of crowd simulation by using multiagent on cellular automata
    Hamagami, T
    Hirata, H
    [J]. IEEE/WIC INTERNATIONAL CONFERENCE ON INTELLIGENT AGENT TECHNOLOGY, PROCEEDINGS, 2003, : 46 - 52
  • [6] Flow capacities from cellular automata modeling of proportional splits of pedestrians by direction
    Blue, VJ
    Adler, JL
    [J]. PEDESTRIAN AND EVACUATION DYNAMICS, 2002, : 115 - 121
  • [7] A Stochastic Cellular Automata for Modeling Pedestrian Groups Distribution
    Manenti, Lorenza
    Manzoni, Sara
    Bandini, Stefania
    [J]. JOURNAL OF CELLULAR AUTOMATA, 2013, 8 (5-6) : 321 - 332
  • [8] Modeling epidemics using cellular automata
    White, S. Hoya
    del Rey, A. Martin
    Sanchez, G. Rodriguez
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2007, 186 (01) : 193 - 202
  • [9] Modeling Traffic Conflicts between Pedestrians and Vehicles at Signalized Intersection Based on the Cellular Automata
    Li, Xiaomeng
    Yan, Xuedong
    Wang, Jiangfeng
    [J]. SUSTAINABLE ENVIRONMENT AND TRANSPORTATION, PTS 1-4, 2012, 178-181 : 1881 - 1886
  • [10] Modeling wildfire using evolutionary cellular automata
    Green, Maxfield E.
    DeLuca, Todd F.
    Kaiser, Karl W. D.
    [J]. GECCO'20: PROCEEDINGS OF THE 2020 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2020, : 1089 - 1097