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DETECTING FINANCIAL SUSTAINABILITY RISK OF THE ASSETS USING MAMDANI FUZZY CONTROLLER

机译:使用Mamdani模糊控制器检测资产的财务可持续性风险

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The paper aims to develop a MAMDANI fuzzy controller for detecting the financial sustainability risk of the assets owned by the company. This type of risk indicates when an asset no longer produces economic benefits to the company, or the benefits are small enough to no longer justify the asset maintaining in working order. The proposed fuzzy controller has as input variables the asset operating expenses and the variation of this category of expenses from one analysis period to another. The controller's objective function is to keep operating costs at their initial state and thus reducing the financial sustainability risk. The controller's output variable is represented by the economic benefits variation, considered to be an essential component in the financial sustainability risk analysis. The obtained results were interpreted taking into account the objective function of the controller as well as the evolution of the input variables. Two simulations for fuzzy controllers were made, with the mention that the variation ranges for the input variables were delimited. In practice, fuzzy controllers can be generated according to company policies to keep under control the expense categories that accompany the asset exploitation.
机译:本文旨在开发麦迪亚尼模糊控制器,用于检测公司拥有的资产的金融可持续性风险。这种风险表明,资产不再为公司产生经济利益,或者福利足够小,以便不再证明维持工作秩序的资产。所提出的模糊控制器具有输入变量,资产运营费用以及从一个分析期到另一个分析期的费用的变化。控制器的目标职能是在其初始状态下保持运营成本,从而降低金融可持续性风险。控制器的输出变量由经济效益变化表示,被认为是金融可持续性风险分析中的重要组成部分。考虑到控制器的目标函数以及输入变量的演变,解释了所获得的结果。制作了两种模糊控制器模拟,提到了输入变量的变化范围被分隔。在实践中,模糊控制器可以根据公司政策产生,以保持伴随资产剥削的费用类别。

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