A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods

被引：534
|
作者：
Sun, Chia-Chi [1 ]
机构：
[1] Natl Chiao Tung Univ, Inst Technol Management, Hsinchu 300, Taiwan
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2010年 / 37卷 / 12期
关键词：
Fuzzy set; Performance evaluation; Fuzzy analytic hierarchy process; Fuzzy TOPSIS; Multiple criteria decision-making (MCDM); ANALYTIC HIERARCHY PROCESS; BENCHMARKING; SELECTION; DESIGN; SERVICE; SYSTEM; SCALE; FIRMS;
D O I：
10.1016/j.eswa.2010.04.066
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Multiple criteria decision-making (MCDM) research has developed rapidly and has become a main area of research for dealing with complex decision problems. The purpose of the paper is to explore the performance evaluation model. This paper develops an evaluation model based on the fuzzy analytic hierarchy process and the technique for order performance by similarity to ideal solution, fuzzy TOPSIS, to help the industrial practitioners for the performance evaluation in a fuzzy environment where the vagueness and subjectivity are handled with linguistic values parameterized by triangular fuzzy numbers. The proposed method enables decision analysts to better understand the complete evaluation process and provide a more accurate, effective, and systematic decision support tool. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：7745 / 7754
页数：10
相关论文
共 50 条
  • [41] Development of an interval value fuzzy number based on MCGDM model by hybrid AHP and TOPSIS methods
    Kustiyahningsih, Yeni
    Fatmawati
    Suprajitno, Herry
    2017 INTERNATIONAL CONFERENCE ON SUSTAINABLE INFORMATION ENGINEERING AND TECHNOLOGY (SIET), 2017, : 62 - 67
  • [42] Investigation and Assessment the Level of SMES Leanness Using Fuzzy Dematel/Fuzzy AHP/Fuzzy Topsis Integrated Model
    Al-Baldawi, Zainab
    Sawsan, AllaEldin. H. Kassam
    Al-Zubaidi, Sabeeh A.
    MANAGEMENT SYSTEMS IN PRODUCTION ENGINEERING, 2024, 32 (04) : 537 - 547
  • [43] Integrating Fuzzy C-Means and TOPSIS for performance evaluation: An application and comparative analysis
    Bai, Chunguang
    Dhavale, Dileep
    Sarkis, Joseph
    EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (09) : 4186 - 4196
  • [44] Selection model of chemical tanker ships for cargo types using fuzzy AHP and fuzzy TOPSIS
    Arican, Ozan Hikmet
    Kara, Esma Gul Emecen
    REGIONAL STUDIES IN MARINE SCIENCE, 2024, 78
  • [45] The data on the effective qualifications of teachers in medical sciences: An application of combined fuzzy AHP and fuzzy TOPSIS methods
    Khoshi, Abolfazl
    Gooshki, Hossein Shams
    Mahmoudi, Norouz
    DATA IN BRIEF, 2018, 21 : 2689 - 2693
  • [46] Tamilnadu Omnibus Travels Evaluation Using TOPSIS and Fuzzy TOPSIS Methods
    Vadivel, S. M.
    Sequeira, A. H.
    Jauhar, Sunil Kumar
    Chandana, V
    INNOVATIONS IN BIO-INSPIRED COMPUTING AND APPLICATIONS, IBICA 2021, 2022, 419 : 24 - 31
  • [47] Evaluation of Geosites in Changbaishan Global Geopark based on Fuzzy AHP and TOPSIS
    Li, Jiaming
    He, Jinxin
    Lu, Peng
    Ran, Xiangjin
    Yi, Jian
    GEOHERITAGE, 2025, 17 (02)
  • [48] A Product Conceptual Evaluation Method Combining Interval Fuzzy TOPSIS and AHP
    Lin Xiaohua
    Jia Wenhua
    Li Guo
    Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2016), 2016, 96 : 110 - 114
  • [49] An Integrated Intuitionistic Fuzzy AHP and TOPSIS Approach to Evaluation of Outsource Manufacturers
    Kahraman, Cengiz
    Oztaysi, Basar
    Onar, Sezi Cevik
    JOURNAL OF INTELLIGENT SYSTEMS, 2020, 29 (01) : 283 - 297
  • [50] Reliability Evaluation of Software System Using AHP and Fuzzy TOPSIS Approach
    Sharma, Chahat
    Dubey, Sanjay Kumar
    PROCEEDINGS OF FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2015), VOL 2, 2016, 437 : 81 - 92
12345