The invention discloses an edge computing power deconstruction and intelligent scheduling method based on a traffic computing network, and the method comprises the following steps: S1, obtaining the related information of a complex node of a current urban traffic system through the underlying data perception of the traffic computing network, and carrying out the processing and analysis of the related information of the node through a mobile edge computing power deconstruction method; the related information of the nodes comprises the number of passing vehicles, the vehicle passing time, the vehicle type queuing length, the area flow, the section flow and the classification flow; s2, adaptively and dynamically generating a traffic service scheduling strategy through multi-factor joint calculation of a traffic calculation network; a multi-factor optimal planning problem in a traffic computing network is solved through an antagonistic agent optimization strategy based on reinforcement learning, and an optimal path is scheduled to a computing power node. According to the invention, the traffic calculation network can better adapt to the dynamic change of the traffic system, and can quickly respond to the real-time traffic demand and the optimization strategy.

    本发明公开了一种基于交通算网的边缘算力解构及智能调度方法,包括步骤如下:S1,通过交通算网底层数据感知获取当前城市交通系统复杂节点的相关信息,并通过移动边缘算力解构方法对节点的相关信息进行处理分析;所述节点的相关信息包括通行车辆数量、车辆通行时间、车型排队长度、区域流量、断面流量、分类型流量;S2,通过对交通算网的多因子联合计算,自适应动态生成交通业务调度策略;通过基于强化学习的对抗性智能体优化策略来解决交通算网中的多因子最优规划问题,实现最优路径调度至算力节点。本发明能使得交通算网更好地适应交通系统的动态变化,并快速响应实时的交通需求和优化策略。


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    Title :

    Edge computing power deconstruction and intelligent scheduling method based on traffic computing network


    Additional title:

    一种基于交通算网的边缘算力解构及智能调度方法


    Contributors:
    CHEN SUTING (author) / WU XU (author) / CHEN ZHIWEI (author) / DAI KANG (author) / WANG HONGJIAN (author) / MIAO ZELIN (author)

    Publication date :

    2024-01-16


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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