Unidirectional Pedestrian Flow in a Lattice Gas Model Coupled with Game Theory

Qing-Yi Hao, R. Jiang, Maobin Hu, Qing-Song Wu
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引用次数: 4

Abstract

This paper studies unidirectional pedestrian flow in a channel by using a lattice gas model with parallel update rule. Game theory is introduced to deal with the conflict that several pedestrians intend to move to the same site. A pedestrian is either a co operator (C) or defector (D) when he or she wants to move into the same lattice as other pedestrians. Moreover, he or she could change the strategy (C or D) in the next conflict. The fundamental diagram of pedestrian flow in the channel has been investigated in details, and differences from the model with random sequential update rule have been observed. The co operators fraction is shown to exhibit an interesting non-monotonic dependence on pedestrian density. It is interesting to find that change of co operators fraction alters exponentially before the system comes to steady state. How the parameters p and q in the payoff matrix of game influence mean flow and co operators fraction is also investigated.
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结合博弈论的点阵气体模型中的单向行人流
本文采用具有并行更新规则的点阵气体模型对通道内单向行人流进行了研究。引入博弈论来处理几个行人想要移动到同一地点的冲突。当一个行人想要和其他行人移动到同一个格子中时,他要么是合作者(C),要么是叛逃者(D)。此外,他或她可以在下一次冲突中改变策略(C或D)。对通道内行人流的基本图进行了详细的研究,并观察了与随机顺序更新规则模型的差异。合作者分数显示出一个有趣的非单调依赖于行人密度。有趣的是,在系统达到稳态之前,合作者分数的变化呈指数变化。研究了博弈收益矩阵中参数p和q对平均流量和合作算子分数的影响。
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