Title :
An Evaluation System on Commercial Bank´s Capital Quality Based on AHP and Rough Set Theory
Author :
Ye, Huanzhuo ; Dong, Chenglong
Author_Institution :
Sch. of Inf. & Safety Eng., Zhongnan Univ. of Econ. & Law, Wuhan, China
Abstract :
With the rapid development of finance market, the financial organizations meet the heavier risk than ever. We set up a model to assess the commercial bank´s capital quality and risk with AHP method and rough set theory. In this paper, we firstly analyze the factors related to the quality of capital and use AHP method to gain the weigh of each factor. Secondly, we establish a mark system. The standard for evaluation is based on the national standard or the advice from experts. Through the system, we have an overall evaluation on each bank´s capital quality risk. Thirdly, we discretize the value of each sample and calculate the relativity of each factor to the evaluation by rough set theory. And finally we revise the weigh of each factor and get the final evaluation. In this way, we integrate the subjective and objective opinions to gain a more accurate evaluation on the capital quality of commercial bank.
Keywords :
decision making; rough set theory; stock markets; AHP; capital quality risk; commercial bank capital quality; evaluation system; finance market; financial organizations; mark system; rough set theory; Computers; Educational institutions; Finance; Organizations; Safety; Set theory; Standards organizations; AHP; Commercial Bank Capital Quality; Financial Supervision; Rough Set;
Conference_Titel :
Management of e-Commerce and e-Government (ICMeCG), 2011 Fifth International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-4577-1659-1
DOI :
10.1109/ICMeCG.2011.35