A vehicle scheduling method and device

Abstract

The present invention provides a vehicle scheduling method and device, comprising: inputting historical data at historical moments into a preset clustering algorithm model to obtain target vehicle clusters; inputting historical data and hotspot areas into a preset prediction model to obtain predictions data; according to the first quantity, forecast data and the third quantity of vehicles currently parked in the hotspot area, determine the number of vehicles dispatched in the hotspot area at the target time; at the target time, according to the number of vehicles dispatched, the hotspot area is dispatched. The invention can input the historical data into the clustering algorithm model and the prediction model, and accurately obtain the prediction data of the vehicle at the target moment. And when the target time is reached, according to the forecast data and the current data collected in real time, the vehicle dispatching plan can be quickly formulated. The accuracy and efficiency of the vehicle dispatching operation are improved, and the timeliness of the dispatching plan is also improved, so that the dispatching plan is more in line with the actual business needs.

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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