Simulation of a multi-floor evacuation with the extended social force model in a multi-corridor environment

H Jun, Z Qi, F Ling, L Yifan, Y Longcheng… - Physica Scripta, 2023 - iopscience.iop.org
For the stagnation problem that easily occurs in the process of simulating multi-floor and
multi-staircase evacuation using a traditional social force model, in this paper, it is proposed …

The study on mechanical model considering optimal self-adaption in the bottleneck area

L Yang, H Wang, J Hu, H Pan, J Wei, L You, H Zhang… - Heliyon, 2024 - cell.com
It aims to solve the problem that the evacuation state of pedestrians depicted by the
traditional social force model in a crowded multiexit scenario has a relatively large difference …

An improved social force model for improving pedestrian avoidance by reducing search size

T Zhihai, Y Longcheng, H Jun, L Xiaoning… - Physica A: Statistical …, 2024 - Elsevier
In order to solve the slow simulation speed of the social force model in complex indoor
scenes, an improved social force model is proposed to reduce the iteration scale of …

Crowd Intelligent Grouping Collaboration Evacuation via Multi-agent Reinforcement Learning

Y Tang, X Zhang, R Wang, J Xu, L Hu… - 2023 26th International …, 2023 - ieeexplore.ieee.org
The crowd evacuation strategy seeks to arrange crowd evacuation in an orderly manner to
protect people's lives and reduce property damage in case of sudden emergencies in …

Study on Pedestrian Evacuation Model Base on Reinforcement Learning

Z Rui, J Hu, F Ling, Z Qi, W Juan - Available at SSRN 4820203 - papers.ssrn.com
This paper proposed a pedestrian evacuation model combined with reinforcement learning
in order to study how to better guide pedestrians to complete evacuation in specific indoor …

Research on Evacuation of Office Building Personnel Based on Bim Technology

Y Kang, X Xia, S Ma - Available at SSRN 4620856 - papers.ssrn.com
To study the effect of the backtracking behavior of people in urban office buildings due to
panic on the efficiency of evacuation in case of fire. In this paper, BIM technology is used to …