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Stochastic Fuzzy Algorithms for Impairment of Assets Management

机译:资产管理减值的随机模糊算法

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The present paper aims to analyze the impairment of tangible assets with the help of artificial intelligence. Stochastic fuzzy numbers have been introduced with a dual purpose: on one hand to estimate the cash flows generated by tangible assets exploitation and, on the other hand, to ensure the value ranges stratifications that define these cash flows. Estimation of cash flows using stochastic fuzzy numbers was based on cash flows generated by tangible assets in previous periods of operation. Also, based on the Lagrange multipliers, were introduced: the objective function of minimizing the standard deviations from the recorded value of the cash flows generated by the tangible assets, as well as the constraints caused by the impairment of tangible assets identification according to which the cash flows values must be equal to the annual value of the invested capital. Within the determination of the impairment value and stratification of the value ranges determined by the cash flows using stochastic fuzzy numbers, the impairment of assets risk was identified. Information provided by impairment of assets but also the impairment risks, is the basis of the decision-making measures taken to mitigate the impact of accumulated impairment losses on company’s financial performance.
机译:本文旨在利用人工智能的帮助分析有形资产的损害。已经引入了随机模糊数,以双重用途引入:一方面估计有形资产开发所产生的现金流量,另一方面,确保值范围范围定义这些现金流量的分层。使用随机模糊数字的现金流量估算是基于前一段经营期的有形资产产生的现金流量。此外,介绍了基于拉格朗日乘法器:目的函数最小化与切实资产产生的现金流量的标准偏差,以及根据该数据的有形资产识别损害造成的限制现金流量值必须等于投资资本的年度价值。在使用随机模糊数确定的现金流量确定的价值范围的损伤价值和分层内,确定了资产风险的损害。资产减值但减值风险提供的信息是减轻累计减值亏损对公司财务业绩的影响的决策措施的基础。

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