Decision making in equipment selection: an integrated approach with AHP and PROMETHEE

被引:249
作者
Dagdeviren, Metin [1 ]
机构
[1] Gazi Univ, Dept Ind Engn, TR-06570 Ankara, Turkey
关键词
equipment selection; multi criteria decision-making; AHP; PROMETHEE; GAIA; sensivity analysis;
D O I
10.1007/s10845-008-0091-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-attribute equipment selection is a very important issue for an effective manufacturing system, since the improper equipment selection might cause many problems affecting productivity, precision, flexibility and quality of the products negatively. On the other hand, selecting the best equipment among many alternatives is a multi-criteria decision making (MCDM) problem. In this study, an integrated approach which employs analytic hierarchy process (AHP) and preference ranking organization method for enrichment evaluations (PROMETHEE) together, is proposed for the equipment selection problem. The AHP is used to analyze the structure of the equipment selection problem and to determine weights of the criteria, and PROMETHEE method is used to obtain final ranking, and to make a sensitivity analysis by changing the weights. Proposed approach is applied to a problem of selecting milling machines to be purchased in an international company. Company management found the application and results satisfactory and implementable in their equipment selection decisions.
引用
收藏
页码:397 / 406
页数:10
相关论文
共 50 条
[1]   Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach [J].
Agarwal, Ashish ;
Shankar, Ravi ;
Tiwari, M. K. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 173 (01) :211-225
[2]   Decision making in stock trading: An application of PROMETHEE [J].
Albadvi, Amir ;
Chaharsooghi, S. Kamal ;
Esfahanipour, Akbar .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 177 (02) :673-683
[3]   Using analytic hierarchy process (AHP) to improve human performance: An application of multiple criteria decision making problem [J].
Albayrak, E ;
Erensal, YC .
JOURNAL OF INTELLIGENT MANUFACTURING, 2004, 15 (04) :491-503
[4]   An integrated multicriteria decision-making methodology for outsourcing management [J].
Araz, Ceyhun ;
Ozfirat, Pinar Mizrak ;
Ozkarahan, Irem .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (12) :3738-3756
[5]  
Arslan M. C., 2002, P ICRM 2002 2 INT C, P752
[6]   A model of machine-tool selection and operation allocation in FMS [J].
Atmani, A ;
Lashkari, RS .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1998, 36 (05) :1339-1349
[7]   A fuzzy AHP approach to evaluating machine tool alternatives [J].
Ayag, Z ;
Özdemir, RG .
JOURNAL OF INTELLIGENT MANUFACTURING, 2006, 17 (02) :179-190
[8]   A combined AHP-GP model for quality control systems [J].
Badri, MA .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2001, 72 (01) :27-40
[9]   An algorithm for the cell formation and the machine selection problems in the design of a cellular manufacturing system [J].
Beaulieu, A ;
Gharbi, A ;
AitKadi .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1997, 35 (07) :1857-1874
[10]  
BELTON V, 2002, MULTIPLE CRITERIA DE