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An integrated approach for multiple criteria supplier selection combining Fuzzy Delphi, Fuzzy AHP & Fuzzy TOPSIS

机译:Fuzzy Delphi,Fuzzy AHP和Fuzzy TOPSIS的多准则供应商选择集成方法

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摘要

In today's competitive business, supplier selection problem plays a significant role as a strategic feature in company's success. As variety of uncontrollable and unpredictable factors affect the evaluation and decision-making process at different levels, supplier selection problem is usually very complex and unstructured, Various decision making approaches have been proposed to tackle the problem as part of a general tendering process, particularly those of multi-criteria analysis which use both quantitative and qualitative data. The aim of this paper is to integrate Fuzzy Delphi method with fuzzy analytic hierarchy process (AHP) and Fuzzy TOPSIS based approach to select the best supplier providing the highest satisfaction for the criteria determined. Fuzzy Delphi method is used to identify the most important and significant criteria then Fuzzy AHP is used to obtain the relative importance of the evaluation criteria and finally Fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) is used to rank the suppliers with a view to select the best one from them. In order to demonstrate the applicability of proposed approach an illustrative example is presented and the result is analyzed at the end of this paper.
机译:在当今竞争激烈的业务中,供应商选择问题是公司成功的重要战略要素。由于各种不可控制和不可预测的因素会影响不同级别的评估和决策过程,因此供应商选择问题通常非常复杂且缺乏结构性,已提出了各种决策方法来解决该问题,这是一般招标过程的一部分,尤其是那些使用定量和定性数据的多标准分析。本文的目的是将模糊德尔菲法与模糊层次分析法(AHP)和基于模糊TOPSIS的方法相结合,以选择对标准确定最满意的最佳供应商。使用模糊德尔菲方法确定最重要和最重要的标准,然后使用模糊层次分析法获得评估标准的相对重要性,最后使用模糊TOPSIS(基于理想解决方案的订单偏好技术)对供应商进行排名。查看从中选择最佳的一个。为了证明所提出的方法的适用性,给出了一个说明性的例子,并在本文的最后对结果进行了分析。

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