Research on the Enterprises Credit Evaluation based on BP Neural Network

被引:0
作者
Luan Xiaohui [1 ]
Shang Liwei [1 ]
机构
[1] Hebei Univ Econ & Business, Shijiazhuang 050061, Peoples R China
来源
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II | 2007年
关键词
BP neural network; commercial banks; enterprise credit evaluation;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Enterprise Credit Evaluation is important to commercial banks, which is related to the Soundness and profitability of loans. This thesis tries to research Enterprises Credit Evaluation with BP Neural Network, in order to solve the problem of credit evaluation in commercial banks. Firstly an index system for evaluation is established. in which the indexes are independent and financial information is redundant. Then this thesis appraises the credit enterprises' classification through BP Neural Network to emulate the nonlinear relation between the indexes system and the classification. Finally the empirical results derived froin comparison between neural network and other credit evaluation models, showing that the credit evaluation method based oil neural network is more exact and effective.
引用
收藏
页码:1150 / 1154
页数:5
相关论文
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[2]  
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[3]  
WANG CF, 1997, J SYSTEM ENG THEORY, P24
[4]  
WANG ZJ, 1995, J IND ENG ENG MANAGE, P26