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Heat map calculation method and system, server, medium based on supply and demand relationship

A computing method and heat map technology, applied in the field of the Internet, can solve the problems of reducing the efficiency of distribution, increasing the workload of delivery staff, and unable to achieve effective scheduling of delivery staff in the whole city, so as to achieve effective scheduling and improve the efficiency of order delivery.

Active Publication Date: 2021-02-09
北京同城必应科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The uneven distribution of orders will inevitably lead to insufficient order capacity in some regions
For example, the number of orders in a certain area suddenly increases, but the number of delivery personnel in the surrounding area is limited, and the effective dispatch of delivery personnel in the whole city cannot be realized in a short period of time, which leads to a decrease in delivery efficiency and increases the distribution workload of the delivery personnel in this area

Method used

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  • Heat map calculation method and system, server, medium based on supply and demand relationship
  • Heat map calculation method and system, server, medium based on supply and demand relationship
  • Heat map calculation method and system, server, medium based on supply and demand relationship

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0047] figure 1 It is a flow chart of the heat map calculation method based on the supply-demand relationship provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of drawing a heat map based on the supply-demand relationship. This method can be executed by a heat map calculation system, which can It is realized by means of software and / or hardware, and can be integrated in a server. Such as figure 1 As shown, the method specifically includes:

[0048] S110. Obtain flash order ratios of all orders in the delivery area, classify all orders according to the size of flash order ratios, and obtain order sets corresponding to each class.

[0049] The delivery area is an active area that can be centered on the delivery person and has a diameter of V kilometers. The value of the diameter V can be determined according to the transportation of the delivery person. For example, for a delivery person riding an electric car, the value of the d...

Embodiment 2

[0057] figure 2 It is a flow chart of the heat map calculation method based on the relationship between supply and demand provided by Embodiment 2 of the present invention. This embodiment is a further optimization based on Embodiment 1. Such as figure 2 As shown, the method specifically includes:

[0058] S210. Obtain flash order ratios of all orders in the delivery area.

[0059] S220. Obtain the maximum value and minimum value of flash order ratios of all orders.

[0060] S230. Calculate the grade interval according to the obtained maximum value and minimum value of the flash bill ratio, wherein the grade interval is a value obtained by dividing the difference between the maximum value and the minimum value of the flash bill ratio into N parts on average, and N is the number of grades.

[0061] S240. Divide all orders into N levels according to the calculated level intervals, maximum values, and minimum values.

[0062] S250. Obtain an order set corresponding to each ...

Embodiment 3

[0073] image 3 It is a schematic structural diagram of a heat map calculation system based on a supply-demand relationship provided by Embodiment 3 of the present invention. This embodiment is applicable to drawing a heat map based on a supply-demand relationship. The thermal map computing system provided in the embodiments of the present invention can execute the thermal map computing method provided in any embodiment of the present invention, and has corresponding functional modules and beneficial effects for executing the method. Such as image 3 As shown, the system includes an order classification module 310, an order clustering module 320 and a drawing module 330, wherein:

[0074] The order classification module 310 is used to obtain the flash order ratio of all orders in the delivery area, classify all orders according to the size of the flash order ratio, and obtain the order set corresponding to each class.

[0075] Optionally, the order classification module 310 ...

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Abstract

The embodiment of the invention discloses a heat map calculation method and system, a server, and a medium based on a supply-demand relationship. Among them, the method includes: obtaining the flash order ratio of all orders in the delivery area, classifying all orders according to the size of the flash order ratio, and obtaining the order set corresponding to each level; classifying the order set corresponding to each level Clustering generates multiple clustered sub-order sets corresponding to each level; draws a heat map based on multiple clustered sub-order sets in different levels. The embodiment of the present invention can solve the problem of insufficient order delivery capacity caused by the unbalanced order distribution, realize effective scheduling of delivery personnel throughout the city, and improve order delivery efficiency.

Description

technical field [0001] The embodiment of the present invention relates to the technical field of the Internet, and in particular to a heat map calculation method and system, a server, and a medium based on a supply-demand relationship. Background technique [0002] Online shopping is more and more favored by people. At the same time, the development of logistics business is also faster and faster, and the efficiency of logistics distribution directly affects the development of logistics business. Especially for some Internet logistics companies, ensuring the efficiency of distribution is one of the indispensable competitiveness of enterprises. [0003] In the process of express delivery in the city, the delivery personnel are distributed in various locations in the city, and the orders are also randomly distributed in various locations in the city. With the increase in the number of orders, the delivery business is also getting busier. The uneven distribution of orders wil...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06Q10/08
CPCG06Q10/06311G06Q10/0835
Inventor 于红建罗智
Owner 北京同城必应科技有限公司