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Sensitivity Analysis of the Fuzzy Mean-Entropy Portfolio Model with Transaction Costs Based on Credibility Theory

机译:基于可信度的交易费用模糊均值-熵投资组合模型的敏感性分析

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摘要

This paper proposes the fuzzy mean-entropy portfolio models with transaction costs based on credibility theory. In the paper, entropy is used as the measurement of risk. Furthermore, sensitivity analysis is discussed for objective function coefficients and constraint coefficients on the right sides in our proposed models. In addition, two numerical examples are given to illustrate the effectiveness of our proposed models and the practicability of sensitivity analysis. More importantly, the obtained results also show that when certain coefficient changes in some value range, we still can obtain the unchanged optimal solutions or unchanged objective function values. Compared with Huang (IEEE Trans Fuzzy Syst 16:1096-1101, 18; Fuzzy Optim Decis Mak 10:71-89, 19), our paper not only proposes the mean-entropy models, but also does research work on sensitivity analysis about objective function coefficients and constraint coefficients in depth in maximizing return model and minimizing risk model. Our results can provide more choices for investors in the practical financial market.
机译:基于可信度理论,提出了带有交易成本的模糊均值-熵投资组合模型。在本文中,熵被用作风险的度量。此外,在我们提出的模型中,讨论了右侧目标函数系数和约束系数的敏感性分析。另外,给出了两个数值例子来说明我们提出的模型的有效性和敏感性分析的实用性。更重要的是,所得结果还表明,当某些系数在某个值范围内变化时,我们仍然可以获得不变的最优解或不变的目标函数值。与Huang(IEEE Trans Fuzzy Syst 16:1096-1101,18; Fuzzy Optim Decis Mak 10:71-89,19)相比,本文不仅提出了均值熵模型,还对目标的敏感性分析进行了研究。最大化收益模型和最小化风险模型中的函数系数和约束系数。我们的结果可以为实际金融市场中的投资者提供更多选择。

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