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BP神经网络在供应链管理绩效指标评价中的应用研究
引用本文:叶春明,马慧民,李丹,柳毅.BP神经网络在供应链管理绩效指标评价中的应用研究[J].工业工程与管理,2005,10(5):35-38,43.
作者姓名:叶春明  马慧民  李丹  柳毅
作者单位:上海理工大学,管理学院,上海,200093
基金项目:上海市教委发展基金项目(编号02GKl3)资助
摘    要:依据平衡记分法原理,建立供应链管理绩效评价的指标体系;依据BP神经网络原理,建立用于企业供应链管理绩效指标评价的BP神经网络评价模型,利用该模型对上海某动力设备有限公司的供应链绩效指标进行了评价,同时探讨了BP神经网络在供应链绩效指标评价中的特点和适用性.

关 键 词:BP神经网络  平衡记分法  绩效指标  供应链管理
文章编号:1007-5429(2005)05-0035-04
收稿时间:2004-12-05
修稿时间:2004-12-052005-02-20

Application Research of Backpropagation Neutral Network in Supply Chain Management Performance Index
YE Chun-ming,MA Hui-min,Li Dan,Liu Yi.Application Research of Backpropagation Neutral Network in Supply Chain Management Performance Index[J].Industrial Engineering and Management,2005,10(5):35-38,43.
Authors:YE Chun-ming  MA Hui-min  Li Dan  Liu Yi
Affiliation:Management Department, Shanghai Science and Technology University, 200093
Abstract:An index system for evaluating the performance of supply chain management is set up according to the theory of balanced scorecard,and then an artificial network(ANN) model for the evaluation of supply chain management performance index was formulated on the basis of principle of artificial neural networks.Such an ANN model has been used in Shanghai Power Equipment Ltd.And also some features and suitability of the model in evaluation of supply chain management performance are discussed.
Keywords:backpropagation neutral network  balanced scorecard  performance index  supply chain management
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