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A review of cellular automata models for crowd evacuation
Y Li, M Chen, Z Dou, X Zheng, Y Cheng… - Physica A: Statistical …, 2019 - Elsevier
With the increasing of risk potential in crowded places, evacuation management becomes
practically important to ensure the safety of crowds. The studies of crowd evacuation in …
practically important to ensure the safety of crowds. The studies of crowd evacuation in …
Human behavioral crowds review, critical analysis and research perspectives
This paper presents a survey and critical analysis of the mathematical literature on modeling
and simulation of human crowds taking into account behavioral dynamics. The main focus is …
and simulation of human crowds taking into account behavioral dynamics. The main focus is …
ro-PINN: A reduced order physics-informed neural network for solving the macroscopic model of pedestrian flows
Given the importance of pedestrian flow simulation in reproducing pedestrian flows and
optimizing pedestrian facilities, it is crucial to accurately simulate macroscopic pedestrian …
optimizing pedestrian facilities, it is crucial to accurately simulate macroscopic pedestrian …
Data-driven crowd evacuation: A reinforcement learning method
Traditional methods of crowd evacuation simulation mainly focus on improving crowd
evacuation efficiency while many assumptions reduce the visual realism of crowd …
evacuation efficiency while many assumptions reduce the visual realism of crowd …
Human behavior modeling for simulating evacuation of buildings during emergencies
C Şahin, J Rokne, R Alhajj - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
Every year, a considerably large number of disasters occur as a result of natural events or
human faults. In order to decrease the damage and casualties associated with each …
human faults. In order to decrease the damage and casualties associated with each …
Vadere: An open-source simulation framework to promote interdisciplinary understanding
Pedestrian dynamics is an interdisciplinary field of research. Psychologists, sociologists,
traffic engineers, physicists, mathematicians and computer scientists all strive to understand …
traffic engineers, physicists, mathematicians and computer scientists all strive to understand …
Advances and trends in visual crowd analysis: A systematic survey and evaluation of crowd modelling techniques
Visual recognition of crowd dynamics has had a huge impact on several applications
including surveillance, situation awareness, homeland security and intelligent environments …
including surveillance, situation awareness, homeland security and intelligent environments …
Learning crowd behavior from real data: A residual network method for crowd simulation
Traditional methods of crowd evacuation simulation reduce the visual realism of crowd
motion modeling due to hypothetical scenarios and rules. Data-driven methods are an …
motion modeling due to hypothetical scenarios and rules. Data-driven methods are an …
Research issues in agent-based simulation for pedestrians evacuation
Crowd evacuation in emergencies may lead to fatalities if the evacuation plans were not
tested and evaluated. Traditionally, evacuation drills have been, and still are, being used to …
tested and evaluated. Traditionally, evacuation drills have been, and still are, being used to …
Calibrating floor field cellular automaton models for pedestrian dynamics by using likelihood function optimization
The formulation of pedestrian floor field cellular automaton models is generally based on
hypothetical assumptions to represent reality. This paper proposes a novel methodology to …
hypothetical assumptions to represent reality. This paper proposes a novel methodology to …