A Multi-Criteria Decision Making Approach for Machine Tool Selection Problem in a Fuzzy Environment

被引:0
|
作者
Arzum Özgen
Gülfem Tuzkaya
Umut R. Tuzkaya
Doğan Özgen
机构
[1] Okan University,Department of Industrial Engineering
[2] Yildiz Technical University,Department of Industrial Engineering
关键词
Machine tool selection; modified DELPHI method; AHP; PROMETHEE; fuzzy sets;
D O I
暂无
中图分类号
学科分类号
摘要
Tools and machines have an important effect on the manufacturing operations’ effectiveness and the selection process of appropriate tools and machines is a complex issue with the consideration of multiple criteria. Considering the complexity of the problem area and the difficulties in machine tools evaluation processes, the main purpose of this study is to present a novel and effective methodology for machine tool selection problem. The proposed methodology constituted for this aim combines the modified DELPHI method, AHP (Analytical Hierarchy Process) and PROMETHEE (Preference Ranking Organization METHod for Enrichment Evaluations) approaches with fuzzy sets theory to be able to reflect the vagueness related to judgment of the decision-maker(s). A real life application is realized for pressing machine selection problem of a fixing products manufacturer from Turkey, Istanbul. The results of the proposed approach are compared with the results of fuzzy AHP-fuzzy TOPSIS approach. Additionally, sensitivity analyses are realized to show the changes in the results with the change in the criteria weights.
引用
收藏
页码:431 / 445
页数:14
相关论文
共 50 条
  • [1] A Multi-Criteria Decision Making Approach for Machine Tool Selection Problem in a Fuzzy Environment
    Ozgen, Arzum
    Tuzkaya, Gulfem
    Tuzkaya, Umut R.
    Ozgen, Dogan
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (04): : 431 - 445
  • [2] A Fuzzy Multi-criteria Decision Making Approach for Supplier Selection Under Fuzzy Environment
    Sarwar, Adnan
    Zeng, Ziqiang
    AduAgyapong, Richard
    Nguyen ThiHoaiThuong
    Qadeer, Talat
    [J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2018, : 708 - 720
  • [3] Fuzzy multi-criteria decision making method for machine selection
    Ertugrul, Irfan
    Gunes, Mustafa
    [J]. ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES, 2007, 41 : 638 - +
  • [4] COMPARISON OF THE MULTI-CRITERIA DECISION MAKING METHODS FOR MACHINE SELECTION PROBLEM
    Eraslan, Erguen
    Dagdeviren, Metin
    [J]. PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 642 - 647
  • [5] AN INTERACTIVE APPROACH TO PROBABILISTIC INTUITIONISTIC FUZZY MULTI-CRITERIA DECISION MAKING IN STOCK SELECTION PROBLEM
    Joshi, Dheeraj Kumar
    Kumar, Sanjay
    [J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2018, 11 (02): : 25 - 36
  • [6] Multi-criteria decision making in Pythagorean fuzzy environment
    Fei, Liguo
    Deng, Yong
    [J]. APPLIED INTELLIGENCE, 2020, 50 (02) : 537 - 561
  • [7] Multi-criteria decision making in Pythagorean fuzzy environment
    Liguo Fei
    Yong Deng
    [J]. Applied Intelligence, 2020, 50 : 537 - 561
  • [8] MULTI-CRITERIA GROUP DECISION MAKING METHOD BASED ON FUZZY SETS APPROACH FOR SUPPLIER SELECTION PROBLEM
    Shahgholian, Keivan
    Shahraki, Alireza
    Vaezi, Zohreh
    [J]. INTERNATIONAL CONFERENCE ON MANAGEMENT (ICM 2011), 2011, : 461 - 471
  • [9] A hybrid fuzzy multi-criteria decision making approach for desalination process selection
    Ghassemi, Seyed Ali
    Danesh, Shahnaz
    [J]. DESALINATION, 2013, 313 : 44 - 50
  • [10] Multi-criteria decision making for supplier selection using fuzzy AHP approach
    Yadav, Vinod
    Sharma, Milind Kumar
    [J]. BENCHMARKING-AN INTERNATIONAL JOURNAL, 2015, 22 (06) : 1158 - 1174