A Deep Reinforcement Learning Traffic Control Model for Pedestrian and Vehicle Evacuation in the Parking Lot

Z Zhang, Y Fei, D Fu - Physica A: Statistical Mechanics and its Applications, 2024 - Elsevier
As a necessary component of connecting the building interior and urban road network for
evacuation, the evacuation of parking lots significantly impacts overall evacuation efficiency …

A pedestrian evacuation model for its based on cell transmission model and linear programming

R Han, M Tolan, F Cleary… - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
System-Optimal Dynamic Traffic Assignment (SO-DTA) problem optimizes the time-
dependent traffic flow of a transportation network, with varied objectives and complicated …

Modelling multi-exit large-venue pedestrian evacuation with dual-strategy adaptive particle swarm optimization

F Li, Y Zhang, Y Ma, H Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
Modeling individual and crowd behaviors is the basis for evacuation research, which is
essential to reduce casualties under emergency conditions in large venues. This paper …

Deep deterministic policy gradient algorithm for crowd-evacuation path planning

X Li, H Liu, J Li, Y Li - Computers & Industrial Engineering, 2021 - Elsevier
In existing evacuation methods, the large number of pedestrians and the complex
environment will affect the efficiency of evacuation. Therefore, we propose a hierarchical …

An evacuation model based on co-evolutionary multi-particle swarms optimization for pedestrian–vehicle mixed traffic flow

X Zong, C Wang, H Chen - International Journal of Modern Physics …, 2017 - World Scientific
In a large common place, a huge number of pedestrians may flood into the surrounding
region and mix with the vehicles which originally existed on the roads when emergent …

A simplified method to provide evacuation guidance in a multi-exit building under emergency

J Gao, J He, J Gong - Physica A: Statistical Mechanics and Its Applications, 2020 - Elsevier
This paper introduces a simplified method to provide evacuation guidance under emergency
by employing an evacuation system, which intends to develop an effective evacuation …

[图书][B] Microsimulation of evacuation strategies

X Chen - 2006 - search.proquest.com
Most existing evacuation research is based on macro approaches which treat traffic flow as
static and deterministic at aggregated levels; traffic dynamics and human behavior are …

Managing traffic evacuation with multiclass connected and autonomous vehicles

J Liu, Z Liu, B Jia, S Zheng, H Ji - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Connected and autonomous vehicles (CAVs) provide a novel perspective to address
challenges of traditional evacuation modes, such as the need for trained human drivers, out …

Modeling pedestrian–vehicle mixed-flow in a complex evacuation scenario

Z Zhang, D Fu - Physica A: Statistical Mechanics and its Applications, 2022 - Elsevier
Traffic simulation model has been widely used in urban traffic evacuation and pedestrian
evacuation. However, few research efforts have been devoted to a complex evacuation …

[HTML][HTML] Adaptive cell-based evacuation systems for leader-follower crowd evacuation

MA Lopez-Carmona, AP Garcia - Transportation research part C: emerging …, 2022 - Elsevier
The challenge of controlling crowd movement at large events expands not only to the realm
of emergency evacuations but also to improving non-critical conditions related to operational …