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Selection of Vendor Based on Intuitionistic Fuzzy Analytical Hierarchy Process

机译:基于直觉模糊层次分析法的供应商选择

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Business environment is characterized by greater domestic and international competitive position in the global market. Vendors play a key role in achieving the so-called corporate competition. It is not easy however to identify good vendors because evaluation is based on multiple criteria. In practice, for VSP most of the input information about the criteria is not known precisely. Intuitionistic fuzzy set is an extension of the classical fuzzy set theory (FST), which is a suitable way to deal with impreciseness. In other words, the application of intuitionistic fuzzy sets instead of fuzzy sets means the introduction of another degree of freedom called nonmembership function into the set description. In this paper, we proposed a triangular intuitionistic fuzzy number based approach for the vendor selection problem using analytical hierarchy process. The crisp data of the vendors is represented in the form of triangular intuitionistic fuzzy numbers. By applying AHP which involves decomposition, pairwise comparison, and deriving priorities for the various levels of the hierarchy, an overall crisp priority is obtained for ranking the best vendor. A numerical example illustrates our method. Lastly a sensitivity analysis is performed to find the most critical criterion on the basis of which vendor is selected.
机译:商业环境的特点是在全球市场上具有更高的国内外竞争地位。供应商在实现所谓的企业竞争中起着关键作用。然而,要确定好的供应商并不容易,因为评估是基于多个标准的。实际上,对于VSP,关于标准的大多数输入信息都是未知的。直觉模糊集是经典模糊集理论(FST)的扩展,是处理不精确性的一种合适方法。换句话说,使用直觉模糊集代替模糊集意味着在集合描述中引入了另一个称为非隶属度函数的自由度。在本文中,我们提出了一种基于三角直觉模糊数的供应商选择问题的层次分析方法。供应商的明晰数据以三角直觉模糊数的形式表示。通过应用层次结构层次结构各个层次涉及分解,成对比较和派生优先级的AHP,可以获得总体明晰的优先级,以对最佳供应商进行排名。数值示例说明了我们的方法。最后,进行敏感性分析以根据选择哪个供应商找到最关键的标准。

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