A hybrid intelligent approach for supply chain management system

被引:27
作者
Kubat, Cemalettin [1 ]
Yuce, Baris [1 ]
机构
[1] Sakarya Univ, Fac Engn, Dept Ind Engn, TR-54100 Sakarya, Turkey
关键词
Supply chain; Fuzzy analytic hierarchy process; Genetic algorithms; SELECTION; MODEL; AHP;
D O I
10.1007/s10845-010-0431-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The process of supplier selection is one of the key processes in the industry since the suppliers play a key role in regards to the competitive advantage. It is therefore important to identify and select good suppliers. Supplier selection can be considered a decision-making problem with many criteria, which include both qualitative and quantitative elements, such as; purchase cost, quality level, supplier risk etc. The best process to be designed for selecting the suppliers may require a compromise in terms of these elements. A general framework, which combines Analytic Hierarchy Process (AHP), Fuzzy AHP and Genetic Algorithm (GA) in order to determine the best set of suppliers, is proposed in this study.
引用
收藏
页码:1237 / 1244
页数:8
相关论文
共 18 条
[1]   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
[2]  
[Anonymous], 1990, J PURCH MATER MANAGE, DOI DOI 10.1111/J.1745-493X.1990.TB00515.X
[3]   Global supplier development considering risk factors using fuzzy extended AHP-based approach [J].
Chan, Felix T. S. ;
Kumar, Niraj .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2007, 35 (04) :417-431
[4]   Multicriterion genetic optimization for due date assigned distribution network problems [J].
Chan, FTS ;
Chung, SH .
DECISION SUPPORT SYSTEMS, 2005, 39 (04) :661-675
[5]   A simulation-optimization approach using genetic search for supplier selection [J].
Ding, HW ;
Benyoucef, L ;
Xie, XL .
PROCEEDINGS OF THE 2003 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, 2003, :1260-1267
[6]  
Ghobadian A., 1993, Proceedings 1st Internet Symposium Logistics, P321
[7]   A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming [J].
Ghodsypour, SH ;
O'Brien, C .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1998, 56-7 :199-212
[8]  
Kwong CK, 2003, IIE TRANS, V35, P619, DOI 10.1080/07408170390214482
[9]  
ROA CP, 1980, J PURCH MAT MANAG, V16, P25
[10]  
Ross T. J., 1997, FUZZY LOGIC ENG APPL