Design and Research of Bike-sharing Delivery Forecasting

Tangchao Li, Zhenrong Zhang


As the bake sharing is popular all over the world, the problems they display are becoming more and more serious. The excessive release of bicycles, random placement, occupation of sidewalks, motor vehicle lanes, etc., cause congestion and even traffic accidents. For the irrationality of bicycle delivery, this paper proposes to use neural network prediction method to predict the amount of each parking spot, which can solve the problem of excessive delivery. The neural network model used can also overcome the shortcomings of traditional regression model.


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