Inventory-based warehouse network optimization method and device, computer equipment and storage medium

An optimization method and inventory technology, applied in the field of logistics, can solve problems such as reducing the accuracy of optimization, and achieve the effects of improving executable performance, increasing the scope of applicable scenarios, and improving accuracy

Pending Publication Date: 2022-01-14
上海顺如丰来技术有限公司
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  • Claims
  • Application Information

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Problems solved by technology

[0003] However, the traditional transportation cost-based optimization only needs to consider transportation, and the transportation mode between warehouses in different industries and scenarios usually does not change much, thus reducing the accuracy of optimization

Method used

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  • Inventory-based warehouse network optimization method and device, computer equipment and storage medium
  • Inventory-based warehouse network optimization method and device, computer equipment and storage medium
  • Inventory-based warehouse network optimization method and device, computer equipment and storage medium

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Embodiment Construction

[0028] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0029] The warehouse network optimization method based on inventory provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. When the terminal 102 receives the warehouse network optimization instruction issued by the user, the terminal 102 responds to the warehouse network optimization instruction and individually implements an inventory-based warehouse network optimization method. Alternatively, the terminal 102 sends the warehouse network optimiz...

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Abstract

The invention relates to an inventory-based warehouse network optimization method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring an initial warehouse network structure constructed for a transportation order as a to-be-disturbed warehouse network structure; disturbing and updating the hierarchical states of the candidate warehouses in the to-be-disturbed warehouse network structure and the remaining candidate warehouses, and determining the updated hierarchical state of each candidate warehouse; reconstructing a warehouse network structure according to the inventory capacity limit value and the updated hierarchy state of each candidate warehouse to obtain an updated warehouse network structure; predicting the inventory cost of each candidate warehouse in the to-be-disturbed warehouse network structure and the inventory cost of each candidate warehouse in the updated warehouse network structure separately to obtain the inventory cost of the to-be-disturbed warehouse network structure and the inventory cost of the updated warehouse network structure; and performing quality evaluation on the to-be-disturbed warehouse network structure and the updated warehouse network structure according to the inventory cost of the to-be-disturbed warehouse network structure and the updated warehouse network structure, and determining an optimal warehouse network structure. By using the method, the optimization accuracy can be improved.

Description

technical field [0001] The present application relates to the field of logistics technology, in particular to an inventory-based warehouse network optimization method, device, computer equipment and storage medium. Background technique [0002] With the rapid development of e-commerce and logistics technology, warehouse operations are gradually digitized. For example, warehouse management systems are gradually being applied to automatically manage orders and use corresponding digital auxiliary equipment to automatically complete operations such as picking. Before picking an order, it is usually necessary to determine the supply chain network of the order. The supply chain network of the order is determined by building a suitable warehouse network structure for the order. The traditional optimization of the warehouse network structure is mainly based on the transportation cost between each node in the warehouse structure. [0003] However, the traditional transportation cost...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/08G06Q10/04
CPCG06Q10/087G06Q10/04
Inventor 陈斌辉
Owner 上海顺如丰来技术有限公司
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