Decision-making approach for the distribution centre location problem in a supply chain network using the fuzzy-based hierarchical concept

被引:23
|
作者
Chan, F. T. S. [1 ]
Kumar, N.
Choy, K. L.
机构
[1] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Pokfulam, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hunghom, Peoples R China
关键词
supply chains; multicriterion decision-making; distribution centre; fuzzy logic;
D O I
10.1243/09544054JEM526
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the era of global business and competitiveness, supply chain management has emerged as the critical factor for the success of companies. The past few decades have witnessed the importance of the linking channels among suppliers, manufacturers, and customers. The distribution centre (DC) location problem is a very fundamental and basic decision-making problem in terms of an efficient and effective supply chain. The decision concerning DC location, bearing in mind the current and future business perspective, is a cumbersome task and involves a large amount of investment. The selection of a site is a multicriterion decision-making problem and requires a thorough analysis of both qualitative and quantitative factors. The comparative study of different potential sites on a common set of criteria can help to handle the problem systematically and effectively. In general, most of the decision-making approaches such as the analytical hierarchy process (AHP) seem inefficient in handling the imprecise and vague linguistic comparisons of the different criteria. In this paper, a fuzzy integrated hierarchical decision-making approach is developed to solve the DC location selection problem. A case study adopted from previous literature is also discussed in this paper to show the effectiveness and robustness of the proposed methodology over the existing conventional hierarchical approaches.
引用
收藏
页码:725 / 739
页数:15
相关论文
共 50 条
  • [21] Fuzzy bi-criteria decision making approach for supplier selection and distribution network planning in supply chain management
    Gandhi, Kanika
    Govindan, Kannan
    Jha, P. C.
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2016, 37 (05): : 653 - 679
  • [22] Intuitionistic Fuzzy-Based Multi-Attribute Decision-Making Approach for Selection of Inventory Policy
    Deb, Mahuya
    Kaur, Prabjot
    [J]. ADVANCES IN COMPUTATIONAL INTELLIGENCE, 2017, 509 : 45 - 54
  • [23] A fuzzy-based decision-making procedure for data warehouse system selection
    Lin, Hua-Yang
    Hsu, Ping-Yu
    Sheen, Gwo-Ji
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2007, 32 (03) : 939 - 953
  • [24] Fuzzy-based decision-making applied to performance evaluation in value engineering
    Chen, Tung-Tsan
    Su, Tung-Ching
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2017, 40 (03) : 200 - 206
  • [25] Enhancing healthcare supply chain resilience: decision-making in a fuzzy environment
    Rehman, Obaid Ur
    Ali, Yousaf
    [J]. INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 2022, 33 (02) : 520 - 546
  • [26] A Hierarchical Fuzzy-Based Correction Algorithm for the Neighboring Network Hit Problem
    Leiva-Araos, Andres
    Allende-Cid, Hector
    [J]. MATHEMATICS, 2021, 9 (04) : 1 - 36
  • [27] Sustainable Warehouse Location Selection in Humanitarian Supply Chain: Multi-Criteria Decision-Making Approach
    Mittal, Rubina
    Obaid, Amna
    [J]. INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2023, 8 (02) : 316 - 335
  • [28] A fuzzy TOPSIS approach with entropy measure for decision-making problem
    Wang, Tien-Chin
    Lee, Hsien-Da
    Chang, Michael Chao-Sheng
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2007, : 124 - +
  • [29] A Fuzzy-Based Approach to Support Decision Making in Complex Military Environments
    Hanratty, Timothy P.
    Newcomb, E. Allison
    Hammell, Robert J., II
    Richardson, John T.
    Mittrick, Mark R.
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2016, 12 (01) : 1 - 30
  • [30] Optimizing cloud resource utilization in the digital economy: An integrated Pythagorean fuzzy-based decision-making approach
    Yahya, Mohammad
    Shukla, Piyush Kumar
    Dwivedi, Ashish
    Khan, Ahmad Raza
    Kumar, Naresh
    Khan, Ruqaiya
    Pamucar, Dragan
    [J]. ADVANCED ENGINEERING INFORMATICS, 2024, 62