A Compromised Decision-Making Approach to Third-Party Logistics Selection in Sustainable Supply Chain Using Fuzzy AHP and Fuzzy VIKOR Methods

被引:88
|
作者
Wang, Chia-Nan [1 ]
Nguyen, Ngoc-Ai-Thy [1 ]
Dang, Thanh-Tuan [1 ,2 ]
Lu, Chen-Ming [3 ]
机构
[1] Natl Kaohsiung Univ Sci & Technol, Dept Ind Engn & Management, Kaohsiung 80778, Taiwan
[2] Hong Bang Int Univ, Dept Logist & Supply Chain Management, Ho Chi Minh 723000, Vietnam
[3] Shanghai Jiao Tong Univ, Shanghai 200081, Peoples R China
关键词
logistics outsourcing; 3PL; FAHP; FVIKOR; triangular fuzzy number; decision-making; supply chain;
D O I
10.3390/math9080886
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
With the effects of the COVID-19 pandemic, the e-commerce trend is driving faster, significantly impacting supply chains around the world. Thus, the importance of logistics and supply chain functions has been amplified in almost every business that ships physical goods. In Vietnam, the logistics service sector has seen rapid expansion. Since more and more businesses are seeking third-party logistics (3PL) providers to outsource the logistics functions, this article aims to offer decision-makers an integrated and consistent model for evaluating and selecting the most efficient 3PLs. To this end, the authors exploit a hybrid multi-criteria method which is fuzzy analytic hierarchy process (FAHP) and fuzzy vlsekriterijumska optimizacija i kompromisno resenje (FVIKOR) while examining the most influential and conflicting criteria regarding economic, service level, environmental, social, and risk aspects. Fuzzy information in the natural decision-making process is considered, linguistic variables are used to mitigate the uncertain levels in the criteria weights. First, FAHP (the weighting method) is adopted to evaluate and calculate each criterion's relative significant fuzzy weight. FVIKOR (the compromised ranking method) is then used to rank the alternatives. The combination of FAHP and FVIKOR methods provides more accurate ranking results. As a result, reliability and delivery time, voice of customer, logistics cost, network management, and quality of service are the most impactful factors to the logistics outsourcing problem. Eventually, the optimized 3PLs were determined that fully meet the criteria of sustainable development. The developed integrated model offers the complete and robust 3PLs evaluation and selection process and can also be a powerful decision support tool for other industries.
引用
收藏
页数:27
相关论文
共 50 条
  • [1] A Hybrid Fuzzy Decision Making Approach for Provider Selection in Third-party Logistics
    Erkayman, Burak
    Gundogar, Emin
    Ipek, Mumtaz
    Bolukbas, O. Fatih
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND SYSTEMS MANAGEMENT (IESM'2011): INNOVATIVE APPROACHES AND TECHNOLOGIES FOR NETWORKED MANUFACTURING ENTERPRISES MANAGEMENT, 2011, : 818 - 826
  • [2] A FUZZY DECISION-MAKING APPROACH FOR EVALUATION AND SELECTION OF THIRD PARTY REVERSE LOGISTICS PROVIDER USING FUZZY ARAS
    Rostamzadeh, Reza
    Esmaeili, Ahmad
    Sivilevicius, Henrikas
    Nobard, Hossein Bodaghi Khajeh
    [J]. TRANSPORT, 2020, 35 (06) : 635 - 657
  • [3] Decision-Making of Transnational Supply Chain Considering Tariff and Third-Party Logistics Service
    Hu, Xiao
    Fu, Kaifang
    Chen, Zhixiang
    Du, Zhijiao
    [J]. MATHEMATICS, 2022, 10 (05)
  • [4] A Hybrid Fuzzy MCDM Approach for Sustainable Third-Party Reverse Logistics Provider Selection
    Tajik, G.
    Azadnia, A. H.
    Ma'aram, Azanizawati
    Hassan, S. A. H. S.
    [J]. MATERIALS, INDUSTRIAL, AND MANUFACTURING ENGINEERING RESEARCH ADVANCES 1.1, 2014, 845 : 521 - 526
  • [5] Third-Party Logistics Provider Selection in the Industry 4.0 Era by Using a Fuzzy AHP and Fuzzy MARCOS Methodology
    Wang, Chia-Nan
    Thi-Be-Oanh-Cao
    Dang, Thanh-Tuan
    Nguyen, Ngoc-Ai-Thy
    [J]. IEEE ACCESS, 2024, 12 : 67291 - 67313
  • [6] Integrated construction supply chain: an optimal decision-making model with third-party logistics partnership
    Le, Phuoc Luong
    Jarroudi, Imen
    Dao, Thien-My
    Chaabane, Amin
    [J]. CONSTRUCTION MANAGEMENT AND ECONOMICS, 2021, 39 (02) : 133 - 155
  • [7] An integrated fuzzy approach for provider evaluation and selection in third-party logistics
    Liu, Hao-Tien
    Wang, Wei-Kai
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 4387 - 4398
  • [8] A hybrid quality function deployment and fuzzy decision-making methodology for the optimal selection of third-party logistics service providers
    Percin, Selcuk
    Min, Hokey
    [J]. INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2013, 16 (05) : 380 - 397
  • [9] Third party logistics (3PL) selection for cold chain management: a fuzzy AHP and fuzzy TOPSIS approach
    Singh, Rajesh Kr
    Gunasekaran, Angappa
    Kumar, Pravin
    [J]. ANNALS OF OPERATIONS RESEARCH, 2018, 267 (1-2) : 531 - 553
  • [10] Third party logistics (3PL) selection for cold chain management: a fuzzy AHP and fuzzy TOPSIS approach
    Rajesh Kr. Singh
    Angappa Gunasekaran
    Pravin Kumar
    [J]. Annals of Operations Research, 2018, 267 : 531 - 553