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Enterprise Financial Status Synthetic Evaluation Based on Fuzzy Rough Set Theory

机译:基于模糊粗糙集理论的企业财务状况综合评价

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Enterprise financial status synthetic evaluation is an important issue. The weight of synthesis evaluation is determined by expert, lending to subjectivity and without considering the redundancy of attributes exists in traditional synthetic evaluation. Recently, an attempt of integration between the theories of fuzzy set and rough sets has resulted in providing a roughness measure for fuzzy sets. Therefore, in this study, we firstly define the attribute reduction based on rough set theory. Secondly, we create membership function of each attributes. Using membership function, we can easily create the judgment matrix. Thirdly, we discuss the weight of attribute and measure of information. Finally, the methods of the synthesis evaluation are present with an example.
机译:企业财务状况综合评价是一个重要问题。综合评估的权重是由专家确定的,这取决于主观性,而没有考虑传统综合评估中存在的属性冗余。最近,对模糊集和粗糙集的理论进行整合的尝试导致了为模糊集提供一种粗糙度量。因此,在本研究中,我们首先基于粗糙集理论定义属性约简。其次,我们创建每个属性的隶属函数。使用隶属度函数,我们可以轻松创建判断矩阵。第三,我们讨论了属性的权重和信息的度量。最后,以一个实例给出了综合评价的方法。

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