The invention discloses an intelligent scheduling method and system based on multi-target fusion, and relates to the technical field of data processing, and the method comprises the steps: obtaining the real-time road condition information of each traffic artery in a target region; historical traffic flow records are obtained, a traffic flow prediction model is constructed, real-time road condition information is combined, the traffic flow of each trunk road is predicted, whether the traffic flow prediction result is larger than a road traffic flow threshold value or not is judged, and if yes, an intelligent scheduling instruction is generated; and based on the road traffic network of the target area, constructing an intelligent scheduling simulation model, generating a plurality of intelligent scheduling schemes in combination with an intelligent scheduling instruction, carrying out scheme optimization, obtaining an optimal intelligent scheduling scheme, and carrying out traffic scheduling. The technical problem of low road traffic efficiency caused by low intelligent level of traffic scheduling in the prior art is solved, and the technical effects of carrying out intelligent traffic scheduling in advance based on a multi-target fusion method, improving the road traffic efficiency and avoiding traffic congestion are achieved.
本发明公开了一种基于多目标融合的智能调度方法及系统,涉及数据处理技术领域,该方法包括:获取目标区域内各交通干道的实时路况信息;获取历史车流量记录,构建车流量预测模型,结合实时路况信息,对各个干道的车流量进行预测,判断车流量预测结果是否大于道路通行量阈值,若大于,生成智能调度指令;基于目标区域的道路交通网络,构建智能调度模拟模型,结合智能调度指令,生成多个智能调度方案,进行方案寻优,获得最优智能调度方案,进行交通调度。本发明解决了现有技术中由于交通调度智能化水平低,导致道路通行效率低的技术问题,达到了基于多目标融合方法提前进行交通智能调度,提高道路通行效率、避免交通拥堵的技术效果。
Intelligent scheduling method and system based on multi-target fusion
一种基于多目标融合的智能调度方法及系统
10.11.2023
Patent
Elektronische Ressource
Chinesisch
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