A Novel Two-Stage Integrated Model for Supplier Selection of Green Fresh Product

被引:35
|
作者
Liu, Aijun [1 ,2 ]
Xiao, Yaxuan [1 ]
Ji, Xiaohui [1 ]
Wang, Kai [3 ]
Tsai, Sang-Bing [3 ,4 ]
Lu, Hui [5 ]
Cheng, Jinshi [6 ]
Lai, Xinjun [7 ]
Wang, Jiangtao [4 ]
机构
[1] Xidian Univ, Sch Econ & Management, Dept Management Engn, Xian 710071, Shaanxi, Peoples R China
[2] Guangdong Univ Technol, Guangdong Prov Key Lab Comp Integrated Mfg, Guangzhou 510006, Guangdong, Peoples R China
[3] Capital Univ Econ & Business, Coll Business Adm, Beijing 100070, Peoples R China
[4] Univ Elect Sci & Technol, Zhongshan Inst, Zhongshan 528400, Peoples R China
[5] Shanghai Normal Univ, Tianhua Coll, Shanghai 201815, Peoples R China
[6] Anhui Polytech Univ, Sch Management Engn, Wuhu 241000, Peoples R China
[7] Guangdong Univ Technol, Sch Electromech Engn, Guangzhou 510006, Guangdong, Peoples R China
关键词
green supplier selection; trapezoidal fuzzy numbers (TrFNs); best-worst method (BWM); Shannon entropy; green product; green supplier; DECISION-MAKING METHOD; EXTENDED VIKOR METHOD; CHAIN MANAGEMENT; FUZZY VIKOR; SUB-SUPPLIERS; ISM APPROACH; BEST-WORST; SUSTAINABILITY; ENVIRONMENT; PERFORMANCE;
D O I
10.3390/su10072371
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The selection of fresh product suppliers is a multi-criteria decision making (MCDM) problem with great significant and application value. This requires trade-offs between multiple criteria to prove its ambiguity and uncertainty. Therefore, a novel two-stage fuzzy integrated MCDM method to select suitable suppliers is employed. In the first stage, two collective relationship matrixes are constructed by quality function development (QFD), and relationships among customer requirements (CRs), company strategies (CSs) as well as selection criteria are considered separately in the two matrixes. Subjective criteria weights are obtained by fuzzy best-worst method (BWM) appropriately. In the second stage, the objective criteria weights are obtained using Shannon's entropy method, and the fuzzy multi-objective optimization by ratio analysis plus the full multiplicative form (MULTIMOORA) is applied to rank suppliers. Finally, an application case is applied to prove the feasibility of the proposed method. These conclusions can help companies improve their CSs and increase their market competitiveness.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Integrated pricing and supplier selection in a two-stage supply chain
    Adeinat, Hamza
    Ventura, Jose A.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2018, 201 : 193 - 202
  • [2] Two-Stage Fuzzy MCDM for Green Supplier Selection in Steel Industry
    Wang, Chia-Nan
    Nguyen, Thi-Ly
    Dang, Thanh-Tuan
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 33 (02): : 1245 - 1260
  • [3] An integrated methodology for a sustainable two-stage supplier selection and order allocation problem
    Mohammed, A.
    Setchi, R.
    Filip, M.
    Harris, I.
    Li, X.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 192 : 99 - 114
  • [4] An Integrated Two-stage Fuzzy Approach for Supply Chain Configuration and Supplier Selection
    Chen, H. D.
    Wang, Z. P.
    Chen, Y.
    [J]. INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT ENGINEERING AND INFORMATION TECHNOLOGY (AMEIT 2015), 2015, : 462 - 470
  • [5] A Two-Stage Sustainable Supplier Selection Model Considering Disruption Risk
    Lu, Jie
    Li, Feng
    Wu, Desheng
    [J]. SUSTAINABILITY, 2024, 16 (09)
  • [6] Two-Stage Fuzzy Logic Model for Cloud Service Supplier Selection and Evaluation
    Paunovic, Marija
    Ralevic, Nebojsa M.
    Gajovic, Vladimir
    Vojinovic, Biljana Mladenovic
    Milutinovic, Olivera
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [7] An Application of Fuzzy Integrated Model in Green Supplier Selection
    Ulutas, Alptekin
    Topal, Ayse
    Bakhat, Rim
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019
  • [8] Two-stage hybrid model for supplier selection and order allocation considering cyber risk
    Zhang, Yueran
    Niu, Zhanwen
    Zuo, Yaqing
    Liu, Chaochao
    [J]. INFOR, 2023, 61 (04) : 530 - 558
  • [9] Two-stage optimization model for process/supplier selection, component allocation, and quality improvement
    Rosyidi, Cucuk Nur
    Pratama, Mega Aria
    [J]. COGENT ENGINEERING, 2018, 5 (01): : 1 - 16
  • [10] A two-stage decomposition method on fresh product distribution problem
    Hu, Hongtao
    Zhang, Ye
    Zhen, Lu
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (16) : 4729 - 4752