基于进化博弈论的紧急疏散动力学

IF 2.3 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Physics Letters A Pub Date : 2024-11-12 DOI:10.1016/j.physleta.2024.130059
Kun Li , Zhiyu Chen
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引用次数: 0

摘要

在恐慌条件下,人群合作行为是否能为行人疏散带来益处,这仍是一个未决问题。受此启发,我们提出了一种基于进化博弈论的改进型蜂窝自动机模型,重点研究不同紧急情况下恐慌阈值对疏散效率的影响。该模型采用了三种不同的博弈范式,即雪地漂移博弈、猎鹿博弈和囚徒困境博弈,来描述这些场景下的行人疏散过程。有趣的是,在 "雪地漂移 "和 "猎鹿 "游戏中,行人倾向于选择合作,因此排队秩序井然;而在 "囚徒困境 "游戏中,行人更倾向于叛逃,表现出极强的攻击性。研究还探讨了在不同条件下,不同程度的合作行为和恐慌阈值对疏散效率的影响。总体而言,恐慌阈值越高,疏散效率越高。研究结果为行人的疏散行为提供了新的见解,对提高疏散效率和改善现实生活中的疏散管理具有重要意义。
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Emergency evacuation dynamics based on evolutionary game theory
Whether crowd cooperation behaviors bring benefit for pedestrians evacuating under panic conditions is still an open issue. Motivated by this, an improved cellular automaton model based on evolutionary game theory is proposed, focused on the impact of panic thresholds on evacuation efficiency in different emergency scenarios. Three distinct game paradigms, namely Snowdrift, Stag Hunt and Prisoner's Dilemma games are used to characterize these scenarios where pedestrian evacuation processes. Interestingly, in Snowdrift and Stag Hunt games, pedestrians tend to choose cooperation, therefore queuing orderly; whereas in the Prisoner's Dilemma, they are more likely to defect, exhibiting extremely aggression. The study also explores the impact of varying levels of cooperative behavior and panic thresholds on evacuation efficiency under different conditions. Overall, higher panic thresholds promote evacuation efficiency. The findings provide new insights into pedestrian evacuation behavior and hold significant implications for improving evacuation efficiency and management in real-life scenarios.
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来源期刊
Physics Letters A
Physics Letters A 物理-物理:综合
CiteScore
5.10
自引率
3.80%
发文量
493
审稿时长
30 days
期刊介绍: Physics Letters A offers an exciting publication outlet for novel and frontier physics. It encourages the submission of new research on: condensed matter physics, theoretical physics, nonlinear science, statistical physics, mathematical and computational physics, general and cross-disciplinary physics (including foundations), atomic, molecular and cluster physics, plasma and fluid physics, optical physics, biological physics and nanoscience. No articles on High Energy and Nuclear Physics are published in Physics Letters A. The journal''s high standard and wide dissemination ensures a broad readership amongst the physics community. Rapid publication times and flexible length restrictions give Physics Letters A the edge over other journals in the field.
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