The invention discloses a hospital vehicle parking scheduling method, device and equipment, and the method comprises the steps: constructing a state space, an action space and a reward function, inputting the state space, the action space and the reward function into a deep reinforcement learning model, and training the deep reinforcement learning model, so as to enable the deep reinforcement learning model to learn an optimal parking scheduling strategy; data of a target data source are collected in real time and processed to generate emergent parking demand data, and when parking demand information uploaded by a user is received, the parking demand information, hospital parking space states and the emergent parking demand data are input into a trained deep reinforcement learning model, so that the emergent parking demand information is acquired. And outputting the first parking scheduling scheme, so that when the parking demand information uploaded by the user is received, whether the sudden parking demand exists at present can be considered, flexible adjustment can be performed when the hospital parking space demand is suddenly increased due to the sudden accident, and the rationality and reliability of the parking scheduling scheme are improved.

    本发明公开了一种医院车辆停车调度方法、装置及设备,医院车辆停车调度方法通过构建状态空间、动作空间和奖励函数并输入深度强化学习模型中对深度强化学习模型进行训练,使得深度强化学习模型学习到最优的停车调度策略;通过实时采集目标数据源的数据并对目标数据源的数据进行处理,生成突发类停车需求数据,并在接收到用户上传的停车需求信息时,将停车需求信息、医院车位状态和突发类停车需求数据输入训练后的深度强化学习模型,输出第一停车调度方案,使得本发明在接收到用户上传的停车需求信息能够兼顾考虑到当前是否有突发类停车需求,从而能够在发生突发事故使得医院车位需求突然增加时进行灵活调整,提高停车调度方案的合理性和可靠性。


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    Title :

    Hospital vehicle parking scheduling method, system and equipment


    Additional title:

    一种医院车辆停车调度方法、系统及设备


    Contributors:
    ZENG LIN (author) / LIN HAOJIAN (author) / HE JIALING (author) / CHEN MANBIN (author)

    Publication date :

    2024-04-30


    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



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