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A Harmony Search Algorithm for Solving Mixed Packing of Multi-variety and Large-batch Cold Chain Items

A search algorithm and mass-volume technology, applied in computing, logistics, data processing applications, etc., can solve problems such as the inability to adjust food storage temperature conditions, and achieve the effects of improving decision support capabilities, enhancing profitability, and reducing loss rates

Active Publication Date: 2022-03-01
中交信息技术国家工程实验室有限公司
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  • Abstract
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  • Application Information

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Problems solved by technology

In addition, many literatures assume that the temperature conditions of the shipping vehicle are constant, and cannot be adjusted according to the storage temperature conditions of the food

Method used

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  • A Harmony Search Algorithm for Solving Mixed Packing of Multi-variety and Large-batch Cold Chain Items
  • A Harmony Search Algorithm for Solving Mixed Packing of Multi-variety and Large-batch Cold Chain Items
  • A Harmony Search Algorithm for Solving Mixed Packing of Multi-variety and Large-batch Cold Chain Items

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Embodiment Construction

[0013] Such as figure 1 , 2 As shown, in one embodiment of the present invention, a harmony search algorithm for solving the mixed packing of multi-variety and large-volume cold chain items includes the following steps:

[0014] Step 100, obtaining various parameters of the cold chain items to be transported and the single temperature zone refrigerated truck used;

[0015] The parameters include: the number n of all cold chain items, and the storage temperature range of the corresponding cold chain item i Optimum Humidity Range weight w i , volume v i , shelf life interval and belong to category F i and other parameters, the parameters related to single temperature zone refrigerated vehicles include: the number m of single temperature zone refrigerated vehicles j, the volume V of a single single temperature zone refrigerated vehicle j j and rated load capacity W j . Calculate cold chain item i and The methods are and

[0016] Quantity n refers to the quant...

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Abstract

The invention provides a harmony search algorithm for solving the mixed packing of multi-variety and large-batch cold chain items. First, various parameters of the cold chain items to be transported and the single-temperature zone refrigerated vehicles used are obtained, and different cold chain items are assembled to a single The mixed model of the refrigerated vehicle in the temperature zone, and then establish the initial harmony memory, use the random search algorithm to obtain the initial solution, and then repair the solution through the repair operator until the required number of solution vectors is obtained; secondly, according to the parameters and sum The rules of acoustic search calculate new solutions and repair them, and finally get the mixed packing scheme of cold chain items that meets the conditions. The invention can use the harmony search algorithm to automatically calculate and generate the minimum humidity difference, shelf life difference and mixed type difference under the condition of satisfying the temperature constraint, volume constraint and weight constraint of the refrigerated vehicle in a single temperature zone. Target configuration.

Description

technical field [0001] The invention relates to the field of cold chain logistics, in particular to a harmony search algorithm for solving the mixed packing of multi-variety and large-batch cold chain items. Background technique [0002] In some scenarios of logistics and supply chain management, it is a complex decision-making process to formulate a mixed packing plan for multi-variety and high-volume items. Take the cold chain transportation of food as an example. Because some fruits emit ethylene or emit a strong smell, while other fruits will be ripened by ethylene or can absorb odors, these two types of fruits should not be mixed. In addition, when the capacity of refrigerated vehicles is limited, not only the capacity of the compartments, but also factors such as temperature, humidity and shelf life of food in the transportation environment must be considered. Therefore, designing a reasonable assembly scheme not only helps to improve transportation efficiency, but al...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q10/08
CPCG06Q10/04G06Q10/0832
Inventor 卢思超耿丹阳艾云飞苏航孙云华苏飞赵鹏志邓蕾佘绍一
Owner 中交信息技术国家工程实验室有限公司
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