利用模糊诊断模型寻找企业失败原因

Q3 Economics, Econometrics and Finance
Valeria Scherger, H. Vigier, M. Barberà-Mariné
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引用次数: 18

摘要

本文的目的是通过模糊逻辑模型找出中小企业失败的原因,并对其进行诊断。对特定部门的应用涉及调整理论模型中提出的方法假设,并定义在估计中相互作用的变量(原因和症状)。在此方法中,提出了对模糊模型的模拟,以预测企业的健康状况,找出产生疾病的原因。这假设使用总经济金融矩阵来模拟一组建筑业中小企业的疾病,并估计疾病的原因。在研究中,提出了该部门检测到的最常见的失败原因,与每个公司相关的疾病,并根据健康和不健康公司之间原因的影响对业务进行分类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Finding Business Failure Reasons through a Fuzzy Model of Diagnosis
The aim of this paper is to find the causes of the failure and diagnose a group of small and medium-sized enterprises (SMEs) through a fuzzy logic model. The application to a specific sector involves the adaptation of the methodological hypothesis presented in the theoretical model and the definition of the variables that interact in the estimation (causes and symptoms). In this approach is proposed the simulation of the fuzzy model to forecast firms’ health and find out the reasons that generate diseases. This supposes the use of the aggregate economic financial matrix to simulate the diseases of the set of SMEs in the construction sector and the estimation the causes of the diseases. In the research are presented the most common reasons of failure detected for the sector, the diseases relevant for each firm and a classification of business according to the impact of the causes between healthy and unhealthy firms.
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来源期刊
Fuzzy Economic Review
Fuzzy Economic Review Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
0.40
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