Fuzzy optimization for supply chain planning under supply, demand and process uncertainties

被引：181
作者：
Peidro, David [1 ]
Mula, Josefa [1 ]
Poler, Raul [1 ]
Verdegay, Jose-Luis [2 ]
机构：
[1] Univ Politecn Valencia, Res Ctr Prod Management & Engn CIGIP, Valencia, Spain
[2] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
来源：
FUZZY SETS AND SYSTEMS | 2009年 / 160卷 / 18期
关键词：
Fuzzy mathematical programming; Supply chain planning; Uncertainty modelling; Fuzzy sets; STOCHASTIC-PROGRAMMING APPROACH; VENDOR SELECTION PROBLEM; INVENTORY MANAGEMENT; FLEXIBLE CONSTRAINTS; SIMULATION; MODELS; PERFORMANCE; RELAXATION; DECISIONS; EXTENSION;
D O I：
10.1016/j.fss.2009.02.021
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In today's global marketplace, individual firms do not compete as independent entities rather as ail integral part of a supply chain. This paper proposes a fuzzy mathematical programming model for supply chain planning which considers supply, demand and process uncertainties. The model has been formulated as a fuzzy mixed-integer linear programming model where data are ill-known and modelled by triangular fuzzy numbers. The fuzzy model provides the decision maker with alternative decision plans for different degrees of satisfaction. This proposal is tested by using data from a real automobile supply chain. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码：2640 / 2657
页数：18
相关论文
共 90 条
[1]  
Agrawal N, 2002, PROD OPER MANAG, V11, P157, DOI 10.1111/j.1937-5956.2002.tb00489.x
[2]   Fuzzy-genetic approach to aggregate production-distribution planning in supply chain management [J].
Aliev, R. A. ;
Fazlollahi, B. ;
Guirimov, B. G. ;
Aliev, R. R. .
INFORMATION SCIENCES, 2007, 177 (20) :4241-4255
[3]   An approach for strategic supply chain planning under uncertainty based on stochastic 0-1 programming [J].
Alonso-Ayuso, A ;
Escudero, LF ;
Garín, A ;
Ortuño, MT ;
Pérez, G .
JOURNAL OF GLOBAL OPTIMIZATION, 2003, 26 (01) :97-124
[4]   Fuzzy multiobjective linear model for supplier selection in a supply chain [J].
Amid, A. ;
Ghodsypour, S. H. ;
O'Brien, C. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2006, 104 (02) :394-407
[5]  
[Anonymous], 1993, Transp. Plan. Technol
[6]  
Baykasoglu A, 2008, J INTELL FUZZY SYST, V19, P205
[7]   Performance analysis of conjoined supply chains [J].
Beamon, BM ;
Chen, VCP .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2001, 39 (14) :3195-3218
[8]   Supply chain competitiveness: measuring the impact of location factors, uncertainty and manufacturing practices [J].
Bhatnagar, R ;
Sohal, AS .
TECHNOVATION, 2005, 25 (05) :443-456
[9]  
BOOKBINDER JH, 1989, J OPER RES SOC, V40, P155, DOI 10.2307/2583234
[10]  
Braun M. W., 2003, Annual Reviews in Control, V27, P229, DOI 10.1016/j.arcontrol.2003.09.006
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