粗糙集与灰色模糊方法在银行小额贷款绩效评价多维决策中的应用研究

Qiguang Zhang, Chong Wu
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引用次数: 2

摘要

小额信贷进入快速成长阶段,成为我国商业银行的一项重要业务。本研究根据我国小额信贷的特点和平衡计分卡的原则,从五个维度设计了绩效评价体系,并结合粗糙集和模糊综合评价法对银行小额信贷绩效进行了分析。为了建立客观科学的评价体系,本研究采用粗糙集理论,引入信息量定义重要性概念,确定各指标的客观权重。然后,构建了基于粗糙集的灰色模糊综合评价方法,利用灰色模糊评价矩阵和权重向量进行模糊计算和归一化,最终得到模糊评价结果。本研究对哈尔滨银行八家分行的小微企业小额信贷绩效进行了评价。通过使用上述评价体系,本研究取得了较好的评价结果,证明了评价体系的有效性和实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The application research of multi-dimension decision-making of bank's microfinance performance evaluation using rough set and grey fuzzy approach
Microfinance steps into a rapid growth stage and becomes a very important business of Chinese commercial banks. According to characteristics of Chinese microfinance and principals of balanced scorecard, this study designed the performance evaluation system from five dimensions and analysed the performance of microfinance of bank in combination with the rough set and fuzzy comprehensive evaluation method. To develop an objective and scientific evaluation system, this study used rough set theory to determine each indicator's objective weight by introducing information volume to define the importance conception. Then, this study built the grey fuzzy comprehensive evaluation method which is based on the rough set and used the matrix of grey fuzzy evaluation and the weight vector to process fuzzy calculation and normalisation and finally got the fuzzy evaluation result. This study evaluated the performance of small and micro enterprise microfinance of eight branches of China Harbin Bank. By using above system, this study got a better evaluation results, proved the effectiveness and practicability of the evaluation system.
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