Research on the mass events based on Grid-Agent

Fanliang Bu, Chang Qin
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引用次数: 7

Abstract

This paper bases on the research of cellular automaton and Agent, proposing a Grid-Agent model. This model uses the grid as the basic unit, and the individual Agents in the grid implement their movement by judging the state of their own and the grid around to achieve the purpose of simulating the crowd behavior. This will overcome the insufficient of the cellular automaton by simulating the crowed behavior, and also overcome shortcomings that the lack of temporal logic the Agent-based. At last, this paper simulates the crowd-gathered behavior by using the model, and the results show that the Grid-Agent model is more accurate and logic in the simulation of human behavior, and we can observe and research the regulation of crowd-gathered behavior better.
基于Grid-Agent的海量事件研究
本文在研究元胞自动机和Agent的基础上,提出了网格-Agent模型。该模型以网格为基本单元,网格中的个体agent通过判断自身和周围网格的状态来实现自身的运动,从而达到模拟人群行为的目的。这既克服了元胞自动机模拟拥挤行为的不足,又克服了基于agent的元胞自动机缺乏时间逻辑的缺点。最后,利用该模型对人群聚集行为进行了仿真,结果表明,Grid-Agent模型在模拟人类行为时更准确、更符合逻辑,可以更好地观察和研究人群聚集行为的规律。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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