Multi-period Mixed Production Planning with uncertain demands: Fuzzy and interval fuzzy sets approach

被引:32
作者
Carlos Figueroa-Garcia, Juan [1 ]
Kalenatic, Dusko [2 ]
Amilcar Lopez-Bello, Cesar
机构
[1] Univ Dist Francisco Jose de Caldas, Lab Automat Microlect & Computat Intelligence LAM, Bogota, Colombia
[2] Univ Sabana, Chia, Colombia
关键词
Fuzzy linear programming; Production planning; Fuzzy sets; Interval Type-2 fuzzy sets; SUPPLY CHAIN; OPTIMIZATION; WORDS;
D O I
10.1016/j.fss.2012.03.005
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper shows a general model of a Mixed Production Planning problem with fuzzy demands. The main focus is the development of a model for Production Planning using fuzzy sets in order to use classical mathematical programming techniques to reach an optimal solution over a multiple criteria context. The classical Fuzzy Linear Programming model namely the Soft Constraints Model is used to involve flexibility in the problem. Moreover, an Interval Fuzzy Set approach is used to involve uncertainty in the problem. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:21 / 38
页数:18
相关论文
共 37 条
[1]   Overview on the development of fuzzy random variables [J].
Angeles Gil, Maria ;
Lopez-Diaz, Miguel ;
Ralescu, Dan A. .
FUZZY SETS AND SYSTEMS, 2006, 157 (19) :2546-2557
[2]   Optimization in an intuitionistic fuzzy environment [J].
Angelov, PP .
FUZZY SETS AND SYSTEMS, 1997, 86 (03) :299-306
[3]  
Figueroa-García JC, 2012, LECT NOTES COMPUT SC, V7208, P567
[4]   A PARAMETRIC APPROACH TO FUZZY LINEAR-PROGRAMMING [J].
CARLSSON, C ;
KORHONEN, P .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :17-30
[5]   THE USE OF PARAMETRIC PROGRAMMING IN FUZZY LINEAR-PROGRAMMING [J].
CHANAS, S .
FUZZY SETS AND SYSTEMS, 1983, 11 (03) :243-251
[6]  
Chanas S., 1993, TRANSP PLANN TECHNOL, V17, P202
[7]   Fuzzy linear programming under interval uncertainty based on IFS representation [J].
Dubey, Dipti ;
Chandra, Suresh ;
Mehra, Aparna .
FUZZY SETS AND SYSTEMS, 2012, 188 (01) :68-87
[8]  
Figueiredo J.L., 2009, CARBON MAT CATALYSIS, P1
[9]  
Figueroa-Garcia J.C., 2008, ANN M N AM FUZZ INF, P1
[10]  
Figueroa-Garcia J. C., 2009, ANN M N AM FUZZ INF, V28, P1, DOI [10.1109/NAFIPS.2009.5156464, DOI 10.1109/NAFIPS.2009.5156464]