Crowd Simulation for Evacuation Behaviors Based on Multi-agent System and Cellular Automaton

In this paper, a behavior simulation model of crowd evacuation is proposed by integrating the multi-agent technology into cellular automaton. In the model, the cellular in the cellular space are considered as separate agents firstly, and every cellular with its state is encapsulated and extended to...

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Bibliographic Details
Published in2014 International Conference on Virtual Reality and Visualization pp. 103 - 109
Main Authors Fu, Yue-Wen, Liang, Jia-Hong, Liu, Quan-Ping, Hu, Xiao-Qian
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.08.2014
Subjects
Analytical models
Automata
Cellular automata
Collision avoidance
Computational modeling
Crowd behavior simulation
Crowd evacuation
Multi-agent system
Psychology
Solid modeling
Visualization
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Summary:In this paper, a behavior simulation model of crowd evacuation is proposed by integrating the multi-agent technology into cellular automaton. In the model, the cellular in the cellular space are considered as separate agents firstly, and every cellular with its state is encapsulated and extended to an autonomous agent. Then we design the perceptual model and decision model of agents in detail, and the individual differences are introduced in the cellular automata model, which could reflect the impact of individual personality, strength and psychology on evacuation behaviours well. The simulation results show that this model can truly simulate the evacuation behaviours in critical situations.
DOI:10.1109/ICVRV.2014.52