Simulation-based passenger evacuation optimization in metro stations considering multi-objectives

• Main Authors: Guo, Kai, Zhang, Limao
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Emergency Evacuation; Metro Stations
• Online Access: https://hdl.handle.net/10356/160750
• Institution: Nanyang Technological University

Evacuation is critical for safety management due to the highly overcrowded passengers in the metro stations. A simulation-based approach integrating Random Forest (RF) and Non-dominated Sorting Genetic Algorithm III (NSGA-III) is proposed to perform the evacuation evaluation and optimization at metr...