Comparative Study for Facilities Location Problem in Supply Chain Design

被引:0
|
作者
Mankour, Ikram [1 ]
Yachba, Khadidja [2 ]
机构
[1] Univ Relizane, Dept Comp Sci, Relizane, Algeria
[2] Univ Relizane, Relizane, Algeria
关键词
Distribution; Emplacement; Genetic Algorithms; Location-Allocation; Logistic; Metaheuristics; Optimization; Transport; Warehouse;
D O I
10.4018/IJSIR.304718
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The interest in supply chains has increased in the last few years. The supply chain optimization aims to reduce the delays and costs generated between suppliers and customers. The researchers focus primarily on the supply chain design to transport products to clients. This paper attempts to find an optimal warehouse location using a metaheuristic method. The goal is to select the optimum warehouse location. FLP-GA (Facility Location Problem - Genetic Algorithms) is the proposed approach based on genetic algorithms that reduce the number of warehouses to be opened, the overall costs, and the distances between them from a set of customers and candidate warehouses. The authors compared the approach with three other methods. This approach can select a reduced number of warehouses with minimal cost.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] GDP-based approach for optimal design of forest biorefinery supply chain considering circularity and conversion facilities co-location
    Piedra-Jimenez, Frank
    Tassin, Natalia G.
    Novas, Juan M.
    Rodriguez, Maria Analia
    COMPUTERS & CHEMICAL ENGINEERING, 2022, 163
  • [42] Integrated Modeling Framework for Supply Chain Design Considering Multiproduct Production Facilities
    Fumero, Yanina
    Corsano, Gabriela
    Montagna, Jorge M.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2013, 52 (46) : 16247 - 16266
  • [43] Competitive facility location problem with attractiveness adjustment of the follower on the closed supply chain
    Rahmani, Arsalan
    COGENT MATHEMATICS, 2016, 3
  • [44] A hybrid matheuristic approach for the integrated location routing problem of the pineapple supply chain
    Torres, Juan Sebastian Arbelaez
    Paloma, Daniel Mauricio Rodriguez
    Gatica, Gustavo
    alvarez-Martinez, David
    Escobar, John Willmer
    DECISION SCIENCE LETTERS, 2024, 13 (02) : 483 - 498
  • [45] A coordinated location-inventory problem in closed-loop supply chain
    Zhang, Zhi-Hai
    Unnikrishnan, Avinash
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2016, 89 : 127 - 148
  • [46] Modified Harmony Search Algorithm for Location-Inventory-Routing Problem in Supply Chain Network Design with Product Returns
    Misni, F.
    Lee, L. S.
    MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES, 2021, 15 (01): : 1 - 20
  • [47] Location-Routing Problem for Integrated Supply Chain Network Design with First and Last Mile: A Critical Literature Review
    Arevalo-Ascanio, Rafael
    De Meyer, Annelies
    Gevaers, Roel
    Guisson, Ruben
    Dewulf, Wouter
    OPERATIONS AND SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2024, 17 (02):
  • [48] An integrated supply chain network design problem for bidirectional flows
    Zhang, Zhi-Hai
    Li, Bin-Feng
    Qian, Xiang
    Cai, Lin-Ning
    EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (09) : 4298 - 4308
  • [49] A bi-objective supply chain design problem with uncertainty
    Cardona-Valdes, Y.
    Alvarez, A.
    Ozdemir, D.
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (05) : 821 - 832
  • [50] Global Supply Chain Network Design Problem with Rules of Origin
    Ohmori, Shunichi
    Huang, Qian
    Yoshimoto, Kazuho
    JOURNAL OF INDUSTRIAL ENGINEERING AND MANAGEMENT-JIEM, 2019, 12 (03): : 447 - 457