Application of Ant Colony Neural Network to Credit Evaluation of Small and Middle Enterprises

被引:0
|
作者
Liu, HongJing [1 ]
机构
[1] Qinhuangdao Inst Technol, Dept Econ, Qinhuangdao 066000, Peoples R China
关键词
Ant colony optimization algorithm; artificial neural network; credit evaluation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve capacity of BP neural networks and make short term credit evaluation of small and middle enterprises forecasting more accurate and fast, presents a credit model-based the ACO neural network. Based on the analysis of the importance of credit and according to the demands of credit evaluation of small and middle enterprises, uses ACO algorithm to train neural network. And then this network model is applied to credit evaluation system of small and middle enterprises. Finally, using training samples and test samples, can detect the ant colony neural network. The result demonstrates that the ACO neural network has strong generalization ability than those of the traditional BP neural network method, and that application of credit evaluation system of small and middle enterprises has very high accuracy rate.
引用
收藏
页码:218 / 222
页数:5
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