Modeling the supply chain: A fuzzy linear optimization approach

被引:0
|
作者
Ates, Nufer Yasin [1 ]
Cevik, Sezi [1 ]
机构
[1] Istanbul Tech Univ, Dept Ind Engn, TR-80680 Istanbul, Turkey
关键词
D O I
10.1142/9789812774118_0047
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A supply chain is a network of suppliers, manufacturing plants, warehouses, and distribution channels organized to acquire raw materials, convert these raw materials to finished products, and distribute these products to customers. Linear Programming is a wide used technique to optimize Supply Chain decisions. In the crisp case, every parameter value is certain whereas in real life, the data is rather fuzzy than crisp. The fuzzy set theory has the capability of modeling the problems with vague information. In this paper, a fuzzy optimization model for supply chain problems will be developed under vague information. A numerical example will be given to show the usability of the fuzzy model.
引用
收藏
页码:321 / +
页数:2
相关论文
共 50 条
  • [31] MODELING THE MINING SUPPLY CHAIN FROM MINE TO PORT: A COMBINED OPTIMIZATION AND SIMULATION APPROACH
    Bodon, P.
    Fricke, C.
    Sandeman, T.
    Stanford, C.
    JOURNAL OF MINING SCIENCE, 2011, 47 (02) : 202 - 211
  • [32] Emergency transportation planning in disaster relief supply chain management: a cooperative fuzzy optimization approach
    Zheng, Yu-Jun
    Ling, Hai-Feng
    SOFT COMPUTING, 2013, 17 (07) : 1301 - 1314
  • [33] Emergency transportation planning in disaster relief supply chain management: a cooperative fuzzy optimization approach
    Yu-Jun Zheng
    Hai-Feng Ling
    Soft Computing, 2013, 17 : 1301 - 1314
  • [34] Monitoring the supply of products in a supply chain environment: a fuzzy neural approach
    Lau, HCW
    Hui, IK
    Chan, FTS
    Wong, CWY
    EXPERT SYSTEMS, 2002, 19 (04) : 235 - 243
  • [35] Optimization of fuzzy demand distribution supply chain using modified sequence quadratic programming approach
    Liu, Zhimin
    Qu, Shaojian
    Goh, Mark
    Huang, Ripeng
    Wang, Shilei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 36 (06) : 6167 - 6180
  • [36] Network optimization in supply chain: A KBGA approach
    Prakash, A.
    Chan, Felix T. S.
    Liao, H.
    Deshmukh, S. G.
    DECISION SUPPORT SYSTEMS, 2012, 52 (02) : 528 - 538
  • [37] A robust optimization approach to supply chain management
    Bertsimas, D
    Thiele, A
    INTEGER PROGRAMMING AND COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 2004, 3064 : 86 - 100
  • [38] Food Supply Chain Optimization - A Hybrid Approach
    Sitek, Pawel
    Wikarek, Jaroslaw
    Stefanski, Tadeusz
    DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2019, 801 : 31 - 39
  • [39] A Hybrid Approach to Sustainable Supply Chain Optimization
    Sitek, Pawel
    PROGRESS IN AUTOMATION, ROBOTICS AND MEASURING TECHNIQUES: CONTROL AND AUTOMATION, 2015, 350 : 243 - 254
  • [40] A Fuzzy ISM approach for modeling electronic traceability in agri-food supply chain in India
    Ayushi Srivastava
    Kavya Dashora
    Annals of Operations Research, 2022, 315 : 2115 - 2133