College park-oriented catering order intelligent delivery method, storage medium and computer

An order and delivery technology, applied in computer parts, computing, neural learning methods, etc., can solve problems such as order accumulation, reduce delivery costs, reduce workload and professional skills requirements, and improve delivery efficiency and delivery experience.

Pending Publication Date: 2021-12-28
北京我来文化传媒有限公司
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  • Abstract
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  • Claims
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AI Technical Summary

Problems solved by technology

[0012] Aiming at the problems existing in the prior art, the present invention provides an intelligent delivery method, storage medium, and computer for catering orders oriented to university parks, which realizes the uniformity of order distribution, and each rider receives roughly the same number of orders per day, and every day A round of new orders can be allocated in time, which solves the problem of order accumulation

Method used

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  • College park-oriented catering order intelligent delivery method, storage medium and computer
  • College park-oriented catering order intelligent delivery method, storage medium and computer
  • College park-oriented catering order intelligent delivery method, storage medium and computer

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Embodiment 1

[0066] Such as figure 1 As shown, the embodiment of the present invention provides a method for intelligent delivery of catering orders for university campuses, including:

[0067] S101: Determine whether there is a single rider that can be dispatched. If there is no single rider that can be dispatched, exit the process and wait for the next time slice; if there is a single rider that can be dispatched, proceed to the following steps;

[0068] S102: Initialize the order dispatching algorithm, read the order and rider data, divide the pick-up area and delivery area based on the K-means clustering algorithm, and evaluate the order priority of the rider;

[0069] S103: Predict the order delivery time, build a neural network-based meal pickup time prediction model, and predict the order delivery time;

[0070] S104: Design an order allocation method for campus food delivery based on logistics optimization;

[0071] S105: Planning the rider's meal delivery path based on the genet...

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Abstract

The invention belongs to the technical field of take-out order delivery, and discloses a college park-oriented catering order intelligent delivery method, storage medium and computer, and the delivery method comprises the following steps: it is judged whether there are riders capable of delivering orders, if there are no riders capable of delivering orders, quitting of the process is carried out, and waiting for the next time slice is carried out; if there is a rider capable of dispatching the order, entering order dispatching algorithm initialization; an order sending algorithm is initialized, order and rider data are read, a meal taking area and a meal delivery area are divided based on a K-means clustering algorithm, and the order receiving priority of a rider is evaluated; a meal taking time prediction model based on a neural network is constructed, and prediction of order delivery time is realized; based on operation optimization, order distribution of campus take-out delivery is realized; and a meal delivery path of the rider is planned based on a genetic algorithm, and the shortest meal delivery path of the rider is obtained According to the invention, the delivery efficiency and the delivery experience are improved, and the delivery cost is reduced; and the workload and professional skill requirements of dispatchers are reduced, so that the labor cost is reduced.

Description

technical field [0001] The invention belongs to the technical field of order delivery, and in particular relates to an intelligent delivery method, a storage medium, and a computer for catering orders oriented to university parks. Background technique [0002] At present, in recent years, the food delivery market is expanding rapidly. The traditional food delivery model takes a single merchant store as a node, and each node independently completes the process of receiving orders, assigning orders, and delivering food. This business model has been gradually eliminated under the large-scale demand for food delivery. Major food delivery platforms use the Internet to gather various merchant nodes and manage the life cycle of food delivery in a unified manner. Among them, the efficiency of taking orders for food delivery and the on-time delivery rate are the core competitive indicators of the food delivery business. The take-out order efficiency and on-time delivery rate are de...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08G06Q50/12G06K9/62G06N3/04G06N3/08
CPCG06Q10/083G06Q50/12G06N3/04G06N3/08G06F18/23213
Inventor 罗云袁细国于强田野许成鹏刘吉雷张妮董婷
Owner 北京我来文化传媒有限公司
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