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A Model of Coal Mine Water Disaster Emergency Logistics Risk Assessment Based on AHP and BP Neural Network

机译:基于AHP和BP神经网络的煤矿水灾应急物流风险评估模型。

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摘要

According to needs of rescue and relief work in coal mine water disaster, the article expounds the significance of coal mine water disaster emergency logistics risk assessment, analyses the characteristics of traditional risk assessment methods and the advantages of neural network method in the evaluation problems, and puts forward the idea that combining the analytic hierarchy process (AHP) with the BP neural network vertically. A set of coal mine water disaster emergency logistics risk assessment index system is designed, and a model for coal mine water disaster emergency logistics risk assessment based on AHP and BP neural network is set up. Besides, the article introduces the implementation process of the model, and verifies the feasibility of the model through demonstration analysis in the MATLAB software platform.
机译:根据煤矿水灾抢险救援工作的需要,阐述了煤矿水灾应急物流风险评估的意义,分析了传统风险评估方法的特点和神经网络方法在评估问题中的优势,提出了将层次分析法和BP神经网络垂直结合的思想。设计了一套煤矿水灾害应急物流风险评估指标体系,建立了基于层次分析法和BP神经网络的煤矿水灾害应急物流风险评估模型。此外,本文介绍了该模型的实现过程,并通过在MATLAB软件平台上的演示分析验证了该模型的可行性。

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