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

被引:39
|
作者
Sultana, Ineen [1 ]
Ahmed, Imtiaz [2 ]
Azeem, Abdullahil [2 ]
机构
[1] Ahsanullah Univ Sci & Technol, Dept Mech & Prod Engn, Dhaka 1208, Bangladesh
[2] Bangladesh Univ Engn & Technol, Dept Ind & Prod Engn, Dhaka, Bangladesh
关键词
Fuzzy Delphi method; Fuzzy AHP; Fuzzy TOPSIS; multi criteria supplier selection; ANALYTIC HIERARCHY PROCESS; MODEL; METHODOLOGY;
D O I
10.3233/IFS-141216
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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.
引用
收藏
页码:1273 / 1287
页数:15
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