I. Introduction
Pedestrian dynamics has attracted increasing attention among researchers, because it can be an important reference when engineers design evacuation facilities and analyze pedestrian risk. In order to investigate the movement behaviors of pedestrians, two main methods have been adopted by a majority of scholars, i.e., experiment and modeling.