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Research on the Risk Evaluation Model and Application of Coal Logistics Supply Chain Network

机译:煤炭物流供应链网络风险评估模型及应用研究

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This paper identifies the risk factors of coal logistics supply chain network, and it has established 15 qualitative and quantitative risk evaluation index systems of coal logistics supply chain network. At the same time, it uses genetic algorithm to optimize the weight and threshold of BP neural network, and it establishes the model and algorithm of risk evaluation based on genetic neural network. Finally, it takes an enterprise in Shanxi as an example, it uses the model of risk evaluation of genetic neural network established by MATLAB software to train the sample data of examples, and through the comparison and analysis of results, it verifies the feasibility of risk assessment of coal logistics supply chain network model based on Genetic Neural Network.
机译:本文确定了煤炭物流供应链网络的危险因素,建立了煤炭物流供应链网络的15个定性和定量风险评估指标体系。同时,它使用遗传算法来优化BP神经网络的权重和阈值,并基于遗传神经网络建立风险评估的模型和算法。最后,它是在山西的企业作为一个例子,它使用Matlab软件建立的遗传神经网络风险评估模型,以培训示例的样本数据,并通过比较和分析结果,验证风险的可行性基于遗传神经网络的煤炭物流供应链网络模型评估。

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