Vehicle scheduling method and device

Abstract

The invention provides a vehicle scheduling method and device. The method comprises the steps of inputting historical data at historical moments into a preset clustering algorithm model, and thus acquiring a target vehicle cluster; inputting the historical data and a hotspot area into a preset prediction model, and thus acquiring prediction data; determining a vehicle scheduling quantity in the hotspot area at a target moment according to a first quantity, the prediction data and a third quantity of vehicles currently parked in the hotspot area; and scheduling the vehicles in the hotspot areaat the target moment according to the vehicle scheduling quantity. According to the method and device, the historical data can be input into the cluster algorithm model and the prediction model, and the prediction data of the vehicles at the target moment can be accurately acquired; and a vehicle scheduling plan can be quickly made according to the prediction data and the current data collected inreal time at the target moment. The accuracy and efficiency of vehicle scheduling operation are improved, and meanwhile, the timeliness of the scheduling plan is also improved, so that the schedulingplan is more accordant with actual business requirements.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a vehicle dispatching method and device. Background technique [0002] Due to the increasingly serious traffic congestion problem in big cities, some people choose not to buy private cars. Therefore, some companies have begun to promote services such as car sharing and time-sharing car rental. For enterprises, it is too costly to place their own shared cars in every corner of the city. Therefore, how to park limited vehicle resources on time and accurately in hot spots with high business demand has become a key issue. [0003] Most of the existing vehicle scheduling methods in the industry are manual scheduling. First of all, the enterprise will organize and send the daily data to the operation dispatcher according to the business operation situation. The operation dispatcher will judge the supply and demand of vehicles in various areas of the city based on the vehicle distri...

AI Technical Summary

Problems solved by technology

[0005] In view of this, the present invention aims to propose a vehicle scheduling method and device to solve the problem of low accuracy, low efficiency and poor timeliness of scheduling operations in the vehicle scheduling process due to the manual scheduling method in the prior art. The problem

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