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Evaluation for a stability of fuzzy decision making using a sensitivity analysis

机译:利用敏感性分析评估模糊决策稳定性的评价

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The Analytic Hierarchy Process (AHP) was proposed by Saaty (1977) and has been widely used in decision making, since it incorporates the natural feelings of human beings. On the other hand, fuzzy AHP, which is an extension of normal AHP, is one method of fuzzy decision making. We can obtain two types of decisions by using fuzzy measurement. When we actually use AHP, it often occurs that the best alternative cannot be found, since there is not a great deal of difference in the overall weights of the alternatives. Thus, it is very important to investigate how the components of a pairwise comparison matrix exert influence on the weights. Up to now two methods have been proposed as sensitivity analysis of the weights of the normal AHP. However, they have defects. Further, sensitivity analysis has not been proposed for fuzzy AHP. Accordingly, we propose new sensitivity analyses of the weights of normal AHP and fuzzy AHP. They can be easily used without changing the structure of the data.
机译:Saaty(1977年)提出了分析层次过程(AHP),并已被广泛用于决策,因为它纳入了人类的自然感受。另一方面,是正常AHP的延伸的模糊AHP是一种模糊决策的方法。我们可以通过使用模糊测量来获得两种类型的决策。当我们实际使用AHP时,通常会发生最佳替代方案,因为替代方案的总重量没有大量的差异。因此,研究成对比较矩阵的组分如何对重量产生影响非常重要。到目前为止,已经提出了两种方法作为对正常AHP重量的敏感性分析。但是,他们有缺陷。此外,尚未提出敏感性分析以用于模糊AHP。因此,我们提出了新的敏感性分析正常AHP和模糊AHP的重量。它们可以很容易地使用而不改变数据的结构。

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