基于BP神经网络的冷链物流服务商选择

Selection of Cold Chain Logistics Service Provider Based on BP Neural Network

在对国内外供应商选择研究文献进行综述的基础上,根据典型食品生产企业对冷链物流服务商的需求以及冷链物流的特殊性,建立了符合食品生产企业特质的服务商评价指标体系,以食品生产企业A为例,基于BP神经网络对其冷链物流服务商进行了选择,其结论对食品生产企业与冷链物流服务商建立供应链战略合作伙伴关系、共同提高供应链竞争力有着重要意义。

On the basis of summarizing the research literatures on supplier selection both at home and abroad, and according to thedemand of the typical food production enterprises for cold chain logistics service providers and the particularity of cold chain logistics, thispaper establishes a service provider evaluation index system conforming to the characteristics of the food production enterprises. Then Takingfood production enterprise A as the example, it selected a suitable cold chain logistics service provider based on BP neural network, whoseconclusion is of great significance for the supply chain strategic partnership between the food production enterprise and the cold chainlogistics service provider and for them to work jointly to improve the competitiveness of the supply chain.