Pedestrian choice behavior analysis and simulation of vertical walking facilities in transfer station Project supported by the National Natural Science Foundation of China (Grant Nos. 51278221 and 51378076) and the Science Technology Development Project of Jilin Province, China (Grant No. 20140204027SF)

Considering the interlayer height, luggage, the difference between queuing pedestrians, and walking speed, the pedestrian choice model of vertical walking facilities is established based on a support vector machine. This model is verified with the pedestrian flow data of Changchun light-rail transfe...

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Bibliographic Details
Published in:Chinese physics B 2016-10, Vol.25 (10)
Main Authors: Li, Yong-Xing, Jia, Hong-Fei, Li, Jun, Zhou, Ya-Nan, Yuan, Zhi-Lu, Li, Yan-Zhong
Format: Article
Language:English
Subjects:
cellular automata
pedestrian choice behavior
support vector machine
vertical walking facilities
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Summary:Considering the interlayer height, luggage, the difference between queuing pedestrians, and walking speed, the pedestrian choice model of vertical walking facilities is established based on a support vector machine. This model is verified with the pedestrian flow data of Changchun light-rail transfer station and Beijing Xizhimen transfer station. Adding the pedestrian choice model of vertical walking facilities into the pedestrian simulation model which is based on cellular automata, the pedestrian choice behavior is simulated. In the simulation, the effects of the dynamic influence factors are analyzed. To reduce the conflicts between pedestrians in opposite directions, the layout of vertical walking facilities is improved. The simulations indicate that the improved layout of vertical walking facilities can improve the efficiency of pedestrians passing.
ISSN:1674-1056
DOI:10.1088/1674-1056/25/10/108901