Crowd management through optimal layout of fences: An ant colony approach based on crowd simulation

XC Liao, WN Chen, XQ Guo, J Zhong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The increasing population density in public places necessitates urgent attention to address
safety concerns via effective crowd management. In many congested scenarios such as …

Data-driven crowd modeling techniques: A survey

J Zhong, D Li, Z Huang, C Lu, W Cai - ACM Transactions on Modeling …, 2022 - dl.acm.org
Data-driven crowd modeling has now become a popular and effective approach for
generating realistic crowd simulation and has been applied to a range of applications, such …

Dimensionally aware multi-objective genetic programming for automatic crowd behavior modeling

D Li, J Zhong - ACM Transactions on Modeling and Computer …, 2020 - dl.acm.org
One limitation of current data-driven automatic crowd modeling methods is that the models
generated have low interpretability, which limits the practical applications of the models. In …

A data-driven path planning model for crowd capacity analysis

SK Tan, N Hu, W Cai - Journal of computational science, 2019 - Elsevier
In this paper, an agent-based crowd simulation model that focuses on path planning layer of
(1) origin/destination popularities and (2) route choice is developed. This path planning …