A web-based decision support system for multi-criteria inventory classification using fuzzy AHP methodology

被引:136
作者
Cakir, Ozan [1 ]
Canbolat, Mustafa S. [1 ]
机构
[1] McMaster Univ, DeGroote Sch Business, Hamilton, ON, Canada
关键词
multi-criteria inventory classification; fuzzy AHP methodology; fuzzy preference programming; decision support systems;
D O I
10.1016/j.eswa.2007.08.041
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose an inventory classification system based on the fuzzy analytic hierarchy process (AHP), a commonly used tool for multicriteria decision making problems. We integrate fuzzy concepts with real inventory data and design a decision support system assisting a sensible multi-criteria inventory classification. We report on a study conducted in a small electrical appliances company and validate the design of the proposed multi-criteria inventory classification system and its underlying fuzzy AHP model. Crown Copyright (C) 2007 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1367 / 1378
页数:12
相关论文
共 35 条
[1]  
[Anonymous], 2007, INT J SERV OPER MANA, DOI DOI 10.1504/IJSOM.2007.012136
[2]   MULTI-CRITERIA DECISION-ANALYSIS WITH FUZZY PAIRWISE COMPARISONS [J].
BOENDER, CGE ;
DEGRAAN, JG ;
LOOTSMA, FA .
FUZZY SETS AND SYSTEMS, 1989, 29 (02) :133-143
[3]   FUZZY HIERARCHICAL ANALYSIS [J].
BUCKLEY, JJ .
FUZZY SETS AND SYSTEMS, 1985, 17 (03) :233-247
[4]  
CEBECI U, 2002, P INT C FUZZ SYST SO, P315
[5]   Evaluation methodologies for technology selection [J].
Chan, FTS ;
Chan, MH ;
Tang, NKH .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2000, 107 (1-3) :330-337
[6]   Applications of the extent analysis method on fuzzy AHP [J].
Chang, DY .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 95 (03) :649-655
[7]   EVALUATING WEAPON SYSTEM BY ANALYTICAL HIERARCHY PROCESS-BASED ON FUZZY SCALES [J].
CHENG, CH ;
MON, DL .
FUZZY SETS AND SYSTEMS, 1994, 63 (01) :1-10
[8]   Evaluating attack helicopters by AHP based on linguistic variable weight [J].
Cheng, CH ;
Yang, KL ;
Hwang, CL .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 116 (02) :423-435
[9]  
Cohen M. A., 1988, Production and Inventory Management Journal, V29, P6
[10]   Multicriteria analysis with fuzzy pairwise comparison [J].
Deng, HP .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1999, 21 (03) :215-231