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Reliability analysis and evaluation on member enterprise of manufacturing supply chain based on BP neural network

机译:基于BP神经网络的制造业供应链成员企业可靠性分析与评价。

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摘要

In order to obtain high efficiency and effectiveness in supply chain management, supply chain must have a high reliability as guarantee. Reliability has now become an important performance measure for evaluation supply chain safety, especially when considering changes in supply chain operation conditions. Based on the theory of systems reliable engineering, the paper firstly defines the concept of the supply chain reliability and reliability of the supply chain members. Secondly It analysis the reliability influencing factors of the supply chain members in the manufacturing supply chain, and manufacturing enterprise reliability of the supply chain members of the evaluation index system is established. Then use BP neural network model to evaluate reliability of the supply chain members of the supply chain to enhance system reliability provided a basis for decision-making.
机译:为了在供应链管理中获得高效率和有效性,供应链必须具有高度的可靠性作为保证。可靠性现已成为评估供应链安全性的重要性能指标,尤其是考虑到供应链运营条件的变化时。基于系统可靠工程理论,本文首先定义了供应链可靠性和供应链成员可靠性的概念。其次,分析了制造业供应链中供应链成员的可靠性影响因素,建立了制造企业供应链成员的可靠性评价指标体系。然后利用BP神经网络模型来评估供应链中供应链成员的可靠性,以增强系统的可靠性,为决策提供依据。

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