考虑专家权重的包装企业云服务供应商综合评估

发布时间：2018-06-08 03:47

本文选题：云制造 + 云服务供应商　；参考：《包装工程》2017年09期

【摘要】：目的提供一种包装企业云服务供应商综合评估的方法。方法从应用和管理2个视域审视云服务供应商,建立包装企业云服务供应商综合评估指标框架。考虑不同专家经验水平、知识水平等的差异,通过BP神经网络从历史样本中求解各专家的权重。用基于专家权重改进的模糊层次分析法来对各评估指标进行主观赋权,用CRITIC法来对各评估指标进行客观赋权,基于主客观权重求解最终的合成权重。通过TOPSIS对候选的云服务供应商进行综合评估并排序。结果在某包装企业的应用算例证明了该方法的可行性和有效性。结论在包装产业与云计算的深度融合的背景下,所提出的云服务供应商综合评估方法能够为包装企业云制造模式的实施提供支持。
[Abstract]:Objective to provide a comprehensive evaluation method for cloud service providers in packaging enterprises. Methods the cloud service providers were examined from two perspectives of application and management, and a comprehensive evaluation index framework for cloud service providers in packaging enterprises was established. Considering the difference of experience level and knowledge level of different experts, the weight of each expert is calculated by BP neural network from historical samples. The fuzzy analytic hierarchy process (FAHP) based on expert weight is used to give subjective weight to each evaluation index, and CRITIC method is used to give objective weight to each evaluation index. The final composite weight is solved based on subjective and objective weight. The candidate cloud service providers are evaluated and sorted by TOPSIS. Results this method is proved to be feasible and effective by an example in a packaging enterprise. Conclusion under the background of deep integration of packaging industry and cloud computing, the proposed comprehensive evaluation method of cloud service providers can provide support for the implementation of cloud manufacturing model in packaging enterprises.
【作者单位】：北方民族大学;昆明克林轻工机械有限责任公司;耐帆包装工程(无锡)有限公司;
【基金】：宁夏高等学校科研项目(NGY2016141)
【分类号】：F426.8;F49

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