Method of crowd simulation by using multiagent on cellular automata

被引:15
|
作者
Hamagami, T [1 ]
Hirata, H [1 ]
机构
[1] Chiba Univ, Grad Sch Sci & Technol, Inage Ku, Chiba 2638522, Japan
关键词
D O I
10.1109/IAT.2003.1241047
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 new simulation method of crowd behavior, method that uses a two- layer model that consists of multiagent (MA) framework and cellular automata (CA). The features of this method are as follows. (1) Complicated crowd behavior emerges from the autonomous actions of agents. (2) Separating an autonomous action process from a restriction of physical interferences. Using a simulation system implementing the two-layer model, crowd behavior simulations are realized. In particular, collision cases of counter crowds are analyzed in detail, and interesting results are found. (I) Homogeneous agent crowd tends to make whirlpools, waves, and blanks, and to be slow at the walking. (2) Heterogeneous agent crowd formed lines, then flows efficiently. Experimental results show that combining MA and CA is effective to easy realize the complicated crowd behavior on various environments.
引用
收藏
页码:46 / 52
页数:7
相关论文
共 50 条
  • [1] Cellular Automata for Crowd Dynamics
    Sirakoulis, Georgios Ch
    [J]. IMPLEMENTATION AND APPLICATION OF AUTOMATA, CIAA 2014, 2014, 8587 : 58 - 69
  • [2] Micromachining process simulation using a continuous cellular automata method
    Zhu, ZJ
    Liu, C
    [J]. JOURNAL OF MICROELECTROMECHANICAL SYSTEMS, 2000, 9 (02) : 252 - 261
  • [3] 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
  • [4] Simulation of bainite and martensite formation using a novel cellular automata method
    Seppala, Oskari
    Pohjonen, Aarne
    Kaijalainen, Antti
    Larkiola, Jari
    Porter, David
    [J]. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON METAL FORMING METAL FORMING 2018, 2018, 15 : 1856 - 1863
  • [5] Wear Simulation through Cellular Automata Method
    Hora, C.
    Vesselenyi, T.
    Dzitac, S.
    Dzitac, I
    Hora, H.
    [J]. SOFA 2009: 3RD INTERNATIONAL WORKSHOP ON SOFT COMPUTING APPLICATIONS, PROCEEDINGS, 2009, : 41 - +
  • [6] Simulation of Running Crowd Dynamics: Potential-Based Cellular Automata Model
    Yu, Tao
    Yang, Hai-Dong
    [J]. IEEE ACCESS, 2023, 11 : 138602 - 138613
  • [7] Cellular automata model based on multiagent techniques
    Hassan, Y
    Tazaki, E
    Yamaguchi, D
    [J]. KNOWLEDGE-BASED INTELLIGNET INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2003, 2774 : 1396 - 1404
  • [8] Transporting objects by multiagent cooperation in crowd simulation
    Chen, Hsuan
    Wong, Sai-Keung
    [J]. COMPUTER ANIMATION AND VIRTUAL WORLDS, 2018, 29 (3-4)
  • [9] GRAIN GROWTH SIMULATION USING CELLULAR AUTOMATA
    Almohaisen, F. M.
    Abbod, M. F.
    [J]. THERMEC 2009 SUPPLEMENT: 6TH INTERNATIONAL CONFERENCE ON PROCESSING & MANUFACTURING OF ADVANCED MATERIALS, 2010, 89-91 : 17 - +
  • [10] Using cellular automata for porous media simulation
    Olga Bandman
    [J]. The Journal of Supercomputing, 2011, 57 : 121 - 131