The invention relates to the technical field of air transportation resource scheduling, in particular to an air transportation resource scheduling method, electronic equipment and a storage medium. According to the method, navigation travel information, navigation demand information and navigation limitation information need to be acquired firstly, then a resource scheduling model is constructed based on the navigation travel information, the navigation demand information and the navigation limitation information, a model initial solution is generated, and then the model initial solution is determined as a model current solution for iterative neighborhood search. In each round of neighborhood search, determining a model operator participating in the round of neighborhood search according to the probability weight, updating the current solution of the model based on the model operator participating in the round of neighborhood search, determining the target value of the round based on the updated current solution of the model, and updating the probability weight according to the target value of the round. When the iterative neighborhood search meets the first preset condition, the model target solution is obtained to schedule the air transportation resources, and the solving efficiency of the air transportation resource scheduling problem under the flight delay condition can be improved.
本申请涉及航空运输资源调度技术领域,尤其是涉及一种航空运输资源调度方法、电子设备、存储介质。方法中需要先获取航行行程信息、航行需求信息与航行限制信息,然后基于航行行程信息、航行需求信息与航行限制信息,构建资源调度模型、生成模型初始解,进而将模型初始解确定为模型当前解进行迭代邻域搜索。每一轮邻域搜索中,根据概率权重确定参与本轮邻域搜索的模型算子,基于参与本轮邻域搜索的模型算子对模型当前解进行更新,基于更新后的模型当前解确定本轮目标值,根据本轮目标值对概率权重进行更新。当迭代邻域搜索满足第一预定条件,得到模型目标解以调度航空运输资源,可以提高调度航空运输资源问题在航班发生延误状况下的求解效率。
Air transportation resource scheduling method, electronic equipment and storage medium
航空运输资源调度方法、电子设备、存储介质
2023-11-10
Patent
Elektronische Ressource
Chinesisch
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 / 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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