The invention relates to the field of intelligent transportation, in particular to an urban rail transit train operation plan network collaborative compilation method under the condition of uncertain dynamic passenger flow, and aims to improve the enterprise transportation efficiency and the passenger travel efficiency under the conditions of not transforming infrastructures and not updating transportation equipment. According to the technical scheme, the urban rail transit train operation plan network collaborative compilation method under the uncertain dynamic passenger flow condition comprises the following steps: S1, defining a train operation plan network collaborative compilation problem related set, index, parameter and hypothesis; s2, depicting the uncertain dynamic passenger flow as a multi-scene fine-grained pull-in passenger flow volume, get-off rate and transfer rate combination; s3, designing a passenger flow scene input method; s4, designing a decision variable, a target function and a constraint condition, and constructing a train operation plan network collaborative optimization model; and S5, designing a co-evolution non-dominated sorting memetic algorithm, and solving the train operation plan network collaborative optimization model.
本发明涉及智慧交通领域,具体是一种不确定动态客流条件下的城市轨道交通列车运行计划网络协同编制方法,目的是在不改造基础设施和不更新运输设备条件下,提升企业运输效率和旅客出行效率。技术方案是:一种不确定动态客流条件下的城市轨道交通列车运行计划网络协同编制方法,包括以下步骤:S1、定义列车运行计划网络协同编制问题相关集合、索引、参数和假设;S2、将不确定动态客流刻画为多场景细粒度进站客流量、下车率和换乘率组合;S3、设计客流场景输入方法;S4、设计决策变量、目标函数和约束条件,构建列车运行计划网络协同优化模型;S5、设计协同进化非支配排序模因算法,求解列车运行计划网络协同优化模型。
Urban rail transit train operation plan network collaborative compilation method under uncertain dynamic passenger flow condition
一种不确定动态客流条件下的城市轨道交通列车运行计划网络协同编制方法
2024-10-01
Patent
Electronic Resource
Chinese
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 / B61L Leiten des Eisenbahnverkehrs , GUIDING RAILWAY TRAFFIC / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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