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
相关论文
共 50 条
  • [31] Developing an Integrated ANP and Intuitionistic Fuzzy TOPSIS Model for Supplier Selection
    Rouyendegh, Babak Daneshvar
    [J]. JOURNAL OF TESTING AND EVALUATION, 2015, 43 (03) : 664 - 672
  • [32] An Application of Fuzzy Topsis Method for Supplier Selection
    Sevkli, Mehmet
    Zaim, Selim
    Turkyilmaz, Ali
    Satir, Metin
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010,
  • [33] Evaluation of an Apartment Selection Model by Integrating Fuzzy AHP and Fuzzy TOPSIS
    Luc M.H.
    Nguyen Q.V.
    Do Q.H.
    Van Trang T.
    [J]. International Journal of Fuzzy System Applications, 2022, 11 (01)
  • [34] Comparison of fuzzy AHP and fuzzy TOPSIS methods for facility location selection
    İrfan Ertuğrul
    Nilsen Karakaşoğlu
    [J]. The International Journal of Advanced Manufacturing Technology, 2008, 39 : 783 - 795
  • [35] Comparison of fuzzy AHP and fuzzy TOPSIS methods for facility location selection
    Ertugrul, Irfan
    Karakasoglu, Nilsen
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2008, 39 (7-8): : 783 - 795
  • [36] Software Design Projects Selection by Fuzzy AHP and Fuzzy TOPSIS Method
    Sun, Jin-Wen
    Kang, Yan
    Yang, Xiao-Dong
    [J]. 2015 INTERNATIONAL CONFERENCE ON MECHANICAL SCIENCE AND MECHANICAL DESIGN, MSMD 2015, 2015, : 613 - 619
  • [37] Selection of promotional media on tourist boats with fuzzy AHP and fuzzy TOPSIS
    Utomo, Dutho Suh
    Cahyadi, Dedy
    Astuti, Indah Fitri
    Putra, Gubtha Mahendra
    [J]. INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2023, 10 (05): : 140 - 148
  • [38] Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem
    Zouggari, Akram
    Benyoucef, Lyes
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (03) : 507 - 519
  • [39] A Fuzzy TOPSIS Approach in Multi-Criteria Decision Making for Supplier Selection in a Pharmaceutical Distributor
    Nag, K.
    Helal, M.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2016, : 1126 - 1130
  • [40] AN INTEGRATED FUZZY MCGDM APPROACH FOR SUPPLIER SELECTION PROBLEM
    Polat, Gul
    Eray, Ekin
    Bingol, Befrin Neval
    [J]. JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2017, 23 (07) : 926 - 942