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Dynamic Intuitionistic Fuzzy Multiple Attributes Decision Making Method Based on Prospect Theory and VIKOR

机译:基于前景理论和vikor的动态直觉模糊多属性决策方法

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摘要

Most intuitionistic fuzzy multiple attribute decision making methods are proposed based on the expected utility theory under the premise of "full rationality", but this paper constructs a dynamic intuitionistic fuzzy multiple attribute decision making method based on prospect theory under the premise of "limited rationality" and VIKOR method. First we introduced the related concepts of intuitionistic fuzzy sets, dynamic operators, prospect theory and VIKOR method, then constructed the decision-making process of dynamic intuitionistic fuzzy multiple attribute decision making method based on prospect theory and VIKOR, at last made an empirical research on the analysis and evaluation about the problem of multi-stage supplier selection. The result shows that the method proposed in this paper is different from the traditional intuitionistic fuzzy method based on VIKOR. The former can better reflect the psychological characteristics of the decision makers at different risks, so it has a greater advantage, can be extended to the investment, location, personnel selection, and more widely used in decision-making areas.
机译:大多数直觉模糊多属性决策方法是在“完全理性”前提下基于期望效用理论提出的,而本文在“有限理性”前提下基于前景理论和VIKOR方法构造了一种动态直觉模糊多属性决策方法。首先介绍了直觉模糊集、动态算子、前景理论和VIKOR方法的相关概念,然后基于前景理论和VIKOR方法构建了动态直觉模糊多属性决策方法的决策过程,最后对多阶段供应商选择问题的分析与评价进行了实证研究。结果表明,本文提出的方法不同于传统的基于VIKOR的直觉模糊方法。前者能更好地反映不同风险下决策者的心理特征,因此具有较大的优势,可以推广到投资、选址、人员选择等方面,并在决策领域得到更广泛的应用。

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