首页|期刊导航|交通研究通讯(英文)|A systematic review of machine learning-based microscopic traffic flow models and simulations

A systematic review of machine learning-based microscopic traffic flow models and simulationsOA

A systematic review of machine learning-based microscopic traffic flow models and simulations

Davies Rowan;Haitao He;Fang Hui;Ali Yasir;Quddus Mohammed

Department of Architecture,Building and Civil Engineering,Loughborough University,Loughborough,LE11 3TU,UKDepartment of Architecture,Building and Civil Engineering,Loughborough University,Loughborough,LE11 3TU,UKDepartment of Computer Science,Loughborough University,Loughborough,LE11 3TU,UKDepartment of Architecture,Building and Civil Engineering,Loughborough University,Loughborough,LE11 3TU,UKCentre for Transport Engineering and Modeling,Department of Civil and Environmental Engineering,Imperial College London,London,SW7 2AZ,UK

Car-following(CF)Lane-changing(LC)Machine learning(ML)Traffic simulationMicroscopic traffic flow modelTraffic flow theory

Car-following(CF)Lane-changing(LC)Machine learning(ML)Traffic simulationMicroscopic traffic flow modelTraffic flow theory

《交通研究通讯(英文)》 2025 (1)

1-19,19

This research was partially funded by UK Research and Innovation(UKRI)(Grant No.MR/X03500X/1).

10.1016/j.commtr.2025.100164

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