Vehicular traffic, crowds, and swarms: From kinetic theory and multiscale methods to applications and research perspectives
This paper presents a review and critical analysis on the modeling of the dynamics of
vehicular traffic, human crowds and swarms seen as living and, hence, complex systems. It …
vehicular traffic, human crowds and swarms seen as living and, hence, complex systems. It …
Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches
R Korbmacher, A Tordeux - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In crowd scenarios, predicting trajectories of pedestrians is a complex and challenging task
depending on many external factors. The topology of the scene and the interactions …
depending on many external factors. The topology of the scene and the interactions …
Socially compliant mobile robot navigation via inverse reinforcement learning
Mobile robots are increasingly populating our human environments. To interact with humans
in a socially compliant way, these robots need to understand and comply with mutually …
in a socially compliant way, these robots need to understand and comply with mutually …
[HTML][HTML] Saving human lives: What complexity science and information systems can contribute
We discuss models and data of crowd disasters, crime, terrorism, war and disease
spreading to show that conventional recipes, such as deterrence strategies, are often not …
spreading to show that conventional recipes, such as deterrence strategies, are often not …
State-of-the-art crowd motion simulation models
DC Duives, W Daamen, SP Hoogendoorn - Transportation research part C …, 2013 - Elsevier
Currently, pedestrian simulation models are used to predict where, when and why
hazardous high density crowd movements arise. However, it is questionable whether …
hazardous high density crowd movements arise. However, it is questionable whether …
Towards a mathematical theory of behavioral human crowds
The first part of our paper presents a general survey on the modeling, analytic problems, and
applications of the dynamics of human crowds, where the specific features of living systems …
applications of the dynamics of human crowds, where the specific features of living systems …
[HTML][HTML] Crowd disasters as systemic failures: analysis of the Love Parade disaster
D Helbing, P Mukerji - EPJ Data Science, 2012 - Springer
Each year, crowd disasters happen in different areas of the world. How and why do such
disasters happen? Are the fatalities caused by relentless behavior of people or a …
disasters happen? Are the fatalities caused by relentless behavior of people or a …
A review of optimisation models for pedestrian evacuation and design problems
This article presents a review of the use of optimisation models for pedestrian evacuation
and design problems. The articles are classified according to the problem type that is …
and design problems. The articles are classified according to the problem type that is …
Mutual anticipation can contribute to self-organization in human crowds
Human crowds provide paradigmatic examples of collective behavior emerging through self-
organization. Understanding their dynamics is crucial to help manage mass events and daily …
organization. Understanding their dynamics is crucial to help manage mass events and daily …
Agent-based modeling
D Helbing - Social self-organization: Agent-based simulations and …, 2012 - Springer
Since the advent of computers, the natural and engineering sciences have enormously
progressed. Computer simulations allow one to understand interactions of physical particles …
progressed. Computer simulations allow one to understand interactions of physical particles …