Multi-strategy parallel logistics resource scheduling method and related device

A resource scheduling, multi-strategy technology, applied in logistics, data processing applications, instruments, etc., can solve the problems of long transportation time, serious empty driving situation, inability to find approximate optimal solutions, etc., to achieve high transportation efficiency and reduce resource waste. Effect

Pending Publication Date: 2019-07-12
深圳市北斗智能科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] Nowadays, the logistics resource scheduling problem, with the development of society, the complexity of this problem is getting higher and higher. However, most enterprises now use manual scheduling in terms of logistics resource scheduling, and all business orders of the company are dispatched by the dispatcher. The dispatcher selects the vehicle according to the usage of the vehicle and the quantity of goods. Manually selects the number of freight vehicles and transportation routes based on experience, which is highly subjective, resulting in low dispatching efficiency, long transportation time, low utilization of vehicle resources, and route failure. Unreasonable, serious empty driving situation and other problems
[0003] There have been many studies on vehicle scheduling and aircraft scheduling. Since the birth of intelligent algorithms, such r...

Method used

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  • Multi-strategy parallel logistics resource scheduling method and related device
  • Multi-strategy parallel logistics resource scheduling method and related device
  • Multi-strategy parallel logistics resource scheduling method and related device

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Embodiment 1

[0039] figure 1 A flow chart of the implementation of a multi-strategy parallel logistics resource scheduling method provided by the embodiment of the present invention, as shown in figure 1 As shown, the method may include the following steps:

[0040] S1: Obtain order input information, specifically: the order input information includes transport vehicle information and cargo information.

[0041] S2: Generating parcels and available transport vehicles refers to using the order grouping strategy to generate multiple parcels based on cargo information, each of which includes at least one order, and using the vehicle selection strategy to select available transport vehicles based on the transport vehicle information.

[0042] S3: According to the vehicle-package matching strategy, select the matching package that is transported using the available transport vehicle, that is, determine the package that each transport vehicle is used for delivery.

[0043] S4: According to the...

Embodiment 2

[0099] Embodiment 2 of the present invention provides a multi-strategy parallel logistics resource scheduling device.

[0100] Such as image 3 As shown, it is a structural block diagram of a multi-strategy parallel logistics resource scheduling device in this embodiment. The figure shows that the device includes: an order input information acquisition module, which is used to acquire order input information, and the order input information includes transport vehicle information and cargo information; generate parcels and available vehicle modules, which are used to generate multiple parcels according to the cargo information using the order grouping strategy, and use the selection vehicle strategy to select available transport vehicles according to the transport vehicle information, and the parcels include at least one order; vehicle matching parcel module , for selecting a matching package for transport using an available transport vehicle according to the vehicle package ma...

Embodiment 3

[0102] The present invention also provides a multi-strategy parallel logistics resource scheduling device, including: at least one processor, and a memory connected to the at least one processor in communication; wherein, the processor calls the computer program stored in the memory to execute such as The method described in Example 1.

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PUM

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Abstract

The invention discloses a multi-strategy parallel logistics resource scheduling method. The method comprises: obtaining order input information, obtaining a plurality of packages to be transported andavailable transport vehicles for distribution by utilizing an order grouping strategy and a vehicle selection strategy; matching strategies according to the vehicle packages; selecting a matched package for transportation of the transportation vehicle; the transport vehicle needs to meet the transport limiting conditions of the parcels; finally, loading strategies according to orders, selecting an order for loading into an available vehicle in the matched package. Through designing multiple algorithm strategies in a logistics scheduling system for parallel computing, the problems that in theprior art, various practical limiting conditions are not considered in the logistics transportation and distribution process, a single scheduling strategy is adopted, consequently, the logistics transportation and distribution system is prone to falling into local optimum, an approximately optimal solution cannot be found, and a scheduling algorithm cannot fall onto the ground are solved, the generated scheduling algorithm is more practical, resource waste is reduced, and the transportation efficiency is higher.

Description

technical field [0001] The invention relates to the field of logistics transportation, in particular to a multi-strategy parallel logistics resource scheduling method and related devices. Background technique [0002] Nowadays, the problem of logistics resource scheduling is getting more and more complex with the development of society. However, most enterprises now schedule logistics resources manually based on experience, and all business orders of enterprises are dispatched by the dispatcher The dispatcher selects the vehicle according to the usage of the vehicle and the quantity of goods. Manually selects the number of freight vehicles and transportation routes based on experience, which is highly subjective, resulting in low dispatching efficiency, long transportation time, low utilization of vehicle resources, and route failure. Unreasonable, serious empty driving situation and other problems. [0003] There have been many studies on vehicle scheduling and aircraft sc...

Claims

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Application Information

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IPC IPC(8): G06Q10/08
CPCG06Q10/083
Inventor 谢庆林丹英张鋆张帆闫茜
Owner 深圳市北斗智能科技有限公司
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