The invention discloses an intersection timing parameter optimization model construction method and an intersection signal optimization method. The intersection timing parameter optimization model construction method comprises the steps of obtaining a plurality of training samples in a target timing duration, wherein the training samples comprise a timing scheme in a target interval duration, timing effect evaluation data corresponding to the timing scheme, corresponding intersection environment data and timing parameters; and based on the plurality of training samples, carrying out iterativetraining on a neural network model until a loss value of a loss function corresponding to the neural network model satisfies a target condition, and obtaining an intersection timing parameter optimization model. Through the constructed intersection timing parameter optimization model, the timing parameters of the intersection can be optimized quickly and accurately, and the intersection is timed according to the optimized timing parameters, so that the traffic capacity of an intersection is improved.
本发明公开了交叉口配时参数优化模型构建、交叉口信号优化方法,其中交叉口配时参数优化模型构建方法包括:获取目标配时时长内的多个训练样本,所述训练样本包括目标间隔时长内的配时方案和所述配时方案对应的配时效果评价数据以及对应的交叉口环境数据以及配时参数;基于所述多个训练样本,对神经网络模型进行迭代训练,直至所述神经网络模型对应的损失函数的损失值满足目标条件,得到交叉口配时参数优化模型。通过构建得到的交叉口配时参数优化模型可快速、准确地对交叉口的配时参数进行优化,根据优化后的配时参数,对交叉口进行配时,提高了交叉口通行能力。
Intersection timing parameter optimization model construction method and intersection signal optimization method
交叉口配时参数优化模型构建、交叉口信号优化方法
2020-05-08
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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