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Pedestrian dynamics model for high densities

delete2025-05-01
delete0
PRE
AI
G
Grzegorz Bazior *
W
Wks, Jaroslaw
D
Dariusz Pałka
DOI：10.1016/j.eswa.2025.126775delete
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摘要

摘要

En 中文
本文提出了一种新颖的元胞自动机（CA）模型，用于人群仿真，旨在理解高密度环境中行人的动态特性。该模型整合了静态和动态地面场、行人的多单元表示以及模拟障碍物机制的模型，其中个体可能被推向墙壁。受Burstedde工作的启发，我们的模型增强了人群行为仿真的真实性和准确性。该模型通过与涉及68名学生的真实实验进行验证，重点关注行人密度、瓶颈处的累计百分比流以及Voronoi密度。与Burstedde等人的模型进行比较表明，在涉及高度动机行人通过瓶颈的场景中，我们的方法提供了更准确的仿真结果。这些发现为更有效的人群管理策略和先进仿真技术的发展做出了贡献。
Keyword:
Cellular Automata
Crowd simulations
Pedestrian dynamics
High-density environments
Static and dynamic floor fields
Simulation model
Bottlenecks
Blockades

期刊

Expert Systems with Applications 封面图
Expert Systems with Applications
IF:
7.5
论文数:
3.0W
被引数:
10.2W

机构

A
AGH Univ Krakow
学者数:
532
论文数: 262
被引数: 57
引用论文

引用论文

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