Sustainable Supplier Selection;
Order Allocation;
Scenario-Based Multi-Objective Optimization;
Global Supply Chain;
Uncertainty;
MULTICRITERIA DECISION-MAKING;
PROGRAMMING-MODEL;
D O I:
10.23055/ijietap.2023.30.4.8629
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
The existence of pandemic and natural catastrophe situations have created unprecedented challenges for global supply chains, resulting in uncertainty about the specific demand, cost, and supply of the commodities. This study proposes an integrated framework considering global supply chain uncertainties during sustainable supplier selection and order allocation. The suggested technique is divided into three phases. The best-worst method (BWM) is used to compute the criteria weights and suppliers' performance scores in the first phase. A scenario-based multi-objective linear programming (SMOBLP) model is developed in the second phase. Later, the e-constraint and LP-metrics methods are utilized to determine the Pareto front of the developed SMOBLP model. The technique for order preference by similarity to ideal solution (TOPSIS) is applied in phase three to get an ultimate optimal solution from the non-dominated solutions. Finally, a real-life case study of the garment manufacturing organization is offered to demonstrate the practicability of the proposed methodology.
机构:
Islamic Azad Univ, Dept Math, Tabriz Branch, Tabriz, IranIslamic Azad Univ, Dept Math, Tabriz Branch, Tabriz, Iran
Almasi, Maryam
Khoshfetrat, Sahar
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机构:
Islamic Azad Univ, Dept Math, Tabriz Branch, Tabriz, IranIslamic Azad Univ, Dept Math, Tabriz Branch, Tabriz, Iran
Khoshfetrat, Sahar
Galankashi, Masoud Rahiminezhad
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机构:
Univ Teknol Malaysia, Fac Mech Engn, Dept Mat Mfg & Ind Engn, Johor Baharu 81310, Malaysia
Tarbiat Modares Univ, Dept Ind Engn, Tehran 1411713116, IranIslamic Azad Univ, Dept Math, Tabriz Branch, Tabriz, Iran
机构:
Natl Taipei Univ Technol, Grad Inst Ind & Business Management, Taipei, TaiwanNatl Taipei Univ Technol, Grad Inst Ind & Business Management, Taipei, Taiwan
Lo, Huai-Wei
Liou, James J. H.
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机构:
Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei, TaiwanNatl Taipei Univ Technol, Grad Inst Ind & Business Management, Taipei, Taiwan
Liou, James J. H.
Wang, Her-Shing
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机构:
Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei, TaiwanNatl Taipei Univ Technol, Grad Inst Ind & Business Management, Taipei, Taiwan
Wang, Her-Shing
Tsai, Yi-Song
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Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei, TaiwanNatl Taipei Univ Technol, Grad Inst Ind & Business Management, Taipei, Taiwan