A case-based distance model for multiple criteria ABC analysis

被引:98
作者
Chen, Ye
Li, Kevin W.
Kilgour, D. Marc
Hipel, Keith W. [1 ]
机构
[1] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Windsor, Odette Sch Business, Windsor, ON N9B 3P4, Canada
[3] Wilfrid Laurier Univ, Dept Math, Waterloo, ON N2L 3C5, Canada
关键词
inventory management; ABC analysis; multiple criteria decision aid; case-based distance model; Euclidean distance;
D O I
10.1016/j.cor.2006.03.024
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In ABC analysis. a well-known inventory planning and control technique, stock-keeping units (SKUs) are sorted into three categories. Traditionally. the sorting is based solely on annual dollar usage. The aim of this paper is to introduce a case-based multiple-criteria ABC analysis that improves on this approach by accounting for additional criteria, such as lead time and criticality of SKUs. thereby providing more managerial flexibility. Using decisions from cases as input, preferences over alternatives are represented intuitively using weighted Euclidean distances which can be easily understood by a decision maker. Then a quadratic optimization program finds optimal classification thresholds. This system of multiple criteria decision aid is demonstrated using an illustrative case study. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:776 / 796
页数:21
相关论文
共 28 条
[1]  
[Anonymous], INVESTIGACAO OPERACI
[2]  
[Anonymous], 2002, Multicriteria Decision Aid Classification Methods
[3]  
CHAKRAVARTY AK, 1981, J OPER RES SOC, V32, P19, DOI 10.2307/2581465
[4]  
Chen Y, 2005, IEEE SYS MAN CYBERN, P215
[5]   Multiple criteria classification with an application in water resources planning [J].
Chen, Y ;
Kilgour, DM ;
Hipel, KW .
COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (11) :3301-3323
[6]  
CHEN Y, 2006, IN PRESS CASE BASED
[7]  
Cohen M. A., 1988, Production and Inventory Management Journal, V29, P6
[8]   Establishing dominance and potential optimality in multi-criteria analysis with imprecise weight and value [J].
Eum, YS ;
Park, KS ;
Kim, SH .
COMPUTERS & OPERATIONS RESEARCH, 2001, 28 (05) :397-409
[9]  
Flores B.E., 1986, International Journal of Operations Production Management, V6, P38
[10]  
Flores B.E., 1987, J OPERATIONS MANAGEM, V7, P79, DOI DOI 10.1016/0272-6963(87)90008-8