The invention provides an expressway prediction and control method based on a graph convolutional neural network. The expressway prediction and control method comprises the following steps: S1, traffic data acquisition; S2, traffic state prediction; S3, objective function design;

    本发明提供了一种基于图卷积神经网络的快速路预测与控制方法,包括以下步骤:步骤S1,交通数据采集:步骤S2,交通状态预测:步骤S3,目标函数设计:步骤S4,可滚动优化控制:应用本技术方案获得更高的整体运行速度与更平稳的速度变化。


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    Title :

    Expressway prediction and control method based on graph convolutional neural network


    Additional title:

    一种基于图卷积神经网络的快速路预测与控制方法


    Contributors:
    FANG JIE (author) / LU MINGWEN (author) / XU MENGYUN (author) / YOU YA (author) / HE HANGYU (author) / WU ZHICHAO (author)

    Publication date :

    2024-08-02


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen




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