Order processing method and device, computer equipment and storage medium

Abstract

The invention discloses an order processing method and device, computer equipment and a storage medium, and belongs to the field of machine learning. The order processing method comprises the steps ofinputting feature data of at least one order in a target area into a recommendation model, and outputting a plurality of target transport capacity resources; according to the feature data, obtaininga plurality of predicted delivery paths for delivering the at least one order by the plurality of target transport capacity resources, and obtaining a plurality of target function increments corresponding to the plurality of predicted delivery paths; and processing the at least one order according to the plurality of target function increments. According to the order processing method, through therecommendation model, all transport capacity resources in the target area are screened for one round, so that the situation that all transport capacity resources in the target area are subjected to target function increment acquisition is avoided, and the calculation difficulty of finding an optimal solution is reduced, and the calculation amount and the processing duration of an order processingprocess are reduced, and an optimal scheduling effect is achieved.

Description

technical field [0001] The present invention relates to the field of machine learning, in particular to an order processing method, device, computer equipment and storage medium. Background technique [0002] With the development of network technology, users can submit orders to the server through the application client (APP) on the terminal, and the server will process the order and allocate transportation resources for each order, so that the transportation resources can deliver according to the order. For example, the application client may be an online shopping client, a takeaway client, and the like. [0003] At present, when processing an order, the server usually obtains feature data of at least one order in the area in units of geographical area, and the feature data is used to represent the feature of at least one order, such as capacity resource information, order information, area information or At least one of the distance information, the server plans the route...

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present invention provides an order processing method, device, computer equipment, and storage medium, which can solve the problem that with the increase of orders and capacity resources, the solution space is constantly increasing, the amount of calculation is increasing exponentially, and it is not conducive to achieving the optimal solution. The problem of scheduling effects

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