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基于模糊神经网络的第三方物流项目风险预测
Risk Forecasting in Third Party Logistics Project Based on BP Fuzzy Neural Network
【摘要】 针对第三方物流项目风险的特点,从第三方物流规划项目的实际要求出发,建立第三方物流项目风险评价指标体系,提出BP模糊神经网络的模型及算法,设计网络并进行网络训练,通过实证分析证明了模型具有较好的预测风险效果,为第三方物流项目风险的预测提供了一种新的思路。
【Abstract】 Based on the actual planning requirements and characteristics of project risk in third-party logistics,an evaluation index system of risk in third-party logistics projects was put forward.Then a fuzzy BP neural network was designed.After the network had been trained,the fuzzy BP neural network model and algorithm was employed to forecast the risk of third-party logistics project.Through the empirical analysis it was proved that the model showed better results in predicting risk.The method showed a new way to forecast the risk of third-party logistics project.
- 【文献出处】 武汉理工大学学报(信息与管理工程版) ,Journal of Wuhan University of Technology(Information & Management Engineering) , 编辑部邮箱 ,2010年05期
- 【分类号】F250
- 【被引频次】7
- 【下载频次】262