DocumentCode :
2789163
Title :
Value at risk of loan portfolio with fuzzy return rates
Author :
Ning, Yu-fu ; Tang, Wan-sheng ; Yan, Wei-zhen
Author_Institution :
Inst. of Syst. Eng., Tianjin Univ., Tianjin
Volume :
3
fYear :
2008
fDate :
12-15 July 2008
Firstpage :
1538
Lastpage :
1541
Abstract :
This paper proposes the concept of the value at risk (VaR) of the loan portfolio with fuzzy return rates, and presents three kinds of forms of the definitions by possibility measure, necessity measure, and credibility measure. When all the return rates are special triangular fuzzy variables, the equations of the definitions can first be transformed into crisp equivalents, then be calculated by the dichotomy method. When the membership functions of return rates are complex, fuzzy simulation is designed to calculate the VaR. Finally, two numerical examples are given to illustrate the effectiveness of the proposed method.
Keywords :
bank data processing; credit transactions; fuzzy set theory; possibility theory; risk management; credibility measure; dichotomy method; fuzzy return rates; loan portfolio; membership function; necessity measure; possibility measure; triangular fuzzy variables; value-at-risk; Algorithm design and analysis; Cybernetics; Fuzzy systems; Genetic algorithms; Machine learning; Modeling; Portfolios; Reactive power; Stochastic processes; Systems engineering and theory; Value at risk (VaR); credibility measure; fuzzy return rates; fuzzy simulation; fuzzy variables; loan portfolio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
Type :
conf
DOI :
10.1109/ICMLC.2008.4620650
Filename :
4620650
Link To Document :
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