Abstract
The concept of multi-factors detached coefficients is put forth and an evaluation method is given for customer’s credit in this paper. We also get the optimal multi-factors detached coefficients matrix by minimizing the estimate errors. According to this matrix, we get the scores vector of customer’s credit at n factors, further the credit of the customers is evaluated and selected by commerce banks.
Humanities Foundation of State Education Ministry (NO.02JA790009) supports this work.
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References
Wang, C.F., Wan, H.H., Zhang, W.: Credit risk assessment in commercial banks by neural networks. Systems Engineering Theory & Practice 19(9) (1999) (in Chinese)
Wang, C.F., Kang, L.: A model based on genetic programming for credit risk assessment in commercial banks. Systems Engineering Theory & Practice 21(2) (2001) (in Chinese)
Caouette, J.B., Altman, E.I., Narayanan, P.: Managing Credit Risk: The Next Great Financial Challenge. John Wiley & Sons, Chichester (1998)
Zhou, Z.F., Shi, Y.: An algorithm in nonlinear multi-objective programming. In: Proceeding of International Conference on Operations & Quantitative Management (1997)
Zhou, Z.F., Shi, Y., Hao, X.: An MC2 linear programming approach to combined forecasting. International Journal of Mathematical and Computer Modeling 29 (1999)
Tang, X.W., Zhou, Z.F., Shi, Y.: The errors bound under orthogonal of combined forecasting. International Journal of Information 5(4) (2002)
Zhou, Z.F., Tang, X.W., Lu, Y.G.: The research on variable weights in combined forecasting. In: Proceedings of 2002 International Conference on Management Science & Engineering (2002)
Tang, X.W., Zhou, Z.F., Shi, Y.: The Errors Bounds of Combined Forecasting. Journal of Mathematical and Computer Modelling 36 (2002)
Zhou, Z.F., Tang, X.W.: An Multi - Targets Evaluation Approaches to Customers Credit. In: Proceedings of 2003 International Conference on Management Science & Engineering, Georgia, USA (2003)
Zhou, Z.F., Tang, X.W.: Research on Targets Evaluation for Customers Credit. Journal of Systems Science and Information 4(1) (2003)
Zhou, Z.F., Tang, X.W., Mou, T.Y.: The optimization techniques approach to customers credit. In: Proceedings of ICSSSE (2003)
Zhou, Z.F., Tang, X.W., Mu, T.Y.: An Application of Targets Evaluation in Customers Credit. In: Proceedings of The 5th International Conference on Management (2004)
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Zhou, Z., Tang, X., Shi, Y. (2004). A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks. In: Shi, Y., Xu, W., Chen, Z. (eds) Data Mining and Knowledge Management. CASDMKM 2004. Lecture Notes in Computer Science(), vol 3327. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30537-8_25
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DOI: https://doi.org/10.1007/978-3-540-30537-8_25
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23987-1
Online ISBN: 978-3-540-30537-8
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