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Large-scale traffic flow simulation based on intelligent PSO

Authors :
Liu Zeyu
Yang Gongping
Source :
MATEC Web of Conferences, Vol 355, p 02010 (2022)
Publication Year :
2022
Publisher :
EDP Sciences, 2022.

Abstract

With the rapid development of urban traffic, a large number of vehicles in cities not only bring convenience to people, but also bring a series of traffic problems, including traffic congestion and high traffic accident rates. Driving speed and waiting time of vehicles are two important factors of traffic problems. To simulate the real urban road traffic flow, a one-dimensional traffic flow grid model was proposed, which considered the nearest and next neighbour car at the same time, and connected the front and rear neighbour cars to optimize the traffic flow. The experiment results showed that our traffic flow grid model can simulate the real urban road traffic flow. In addition, we tried to optimize the urban traffic network model and improved the traffic speed of vehicles and reduced the waiting time.

Details

Language :
English, French
ISSN :
2261236X
Volume :
355
Database :
Directory of Open Access Journals
Journal :
MATEC Web of Conferences
Publication Type :
Academic Journal
Accession number :
edsdoj.7eb3e6ffdb04067a1f80db880ef70ef
Document Type :
article
Full Text :
https://doi.org/10.1051/matecconf/202235502010