Designing a decision support system to evaluate and select suppliers using fuzzy analytic network process

Computers and Industrial Engineering

Volumn 57, Issue 4, 2009, Pages 1282-1290

  Razmi, Jafar ^a   Rafiei, Hamed ^a   Hashemi, Mahdi ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Analytic network process; Fuzzy sets theory; Non linear programming; Outsourcing; Supplier selection

Indexed keywords

ANALYTIC NETWORK PROCESS; EIGENVECTORS; FUZZY ANALYTIC NETWORK PROCESS; FUZZY SETS THEORY; GLOBAL ORGANIZATION; INFORMATION AND COMMUNICATION; OPTIMAL CHOICE; SUPPLIER SELECTION;

ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS; DECISION THEORY; DYNAMIC PROGRAMMING; FUZZY SETS; LINEAR PROGRAMMING; LINEARIZATION; OPTIMIZATION; OUTSOURCING;

COMPUTER SOFTWARE SELECTION AND EVALUATION;

EID: 71849110259     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2009.06.008     Document Type: Article

References (46)

1. Amin S.H., and Razmi J. An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation. Expert Systems with Applications (2008) 10.1016/j.eswa.2008.10.012
2. Anthony T.F., and Buffa F.P. Strategic purchasing scheduling. Journal of Purchasing and Materials Management 13 3 (1977) 27-31
3. Bottani E., and Rizzi A. An adapted multi-criteria approach to suppliers and products selection - An application oriented to lead-time reduction. International Journal Production Economics (2007) 10.1016/j.ijpe.2007.03.012
4. Braglia M., and Petroni A. A quality assurance-oriented methodology for handling trade-offs in supplier selection. International Journal Physical Distribution & Logistics Management 30 2 (2000) 96-111
5. Buffa F.P., and Jackson W.M. A goal programming model for purchasing planning. Journal of Purchasing and Materials Management 19 3 (1983) 27-34
6. Çelebi D., and Bayraktar D. An integrated neural network and data envelopment analysis for supplier evaluation under incomplete information. Expert Systems with Applications (2007) 10.1016/j.eswa.2007.08.107
7. Chang D.Y. Application of the extent analysis method on fuzzy AHP. European Journal of Operational Research 95 (1996) 649-655
8. Chaudhry S.S., Forst F.G., and Zidyak J.L. Vendor selection with price breaks. European Journal of Operational Research 70 1 (1993) 52-66
9. Chou S.-Y., and Chang Y.-H. A decision support system for supplier selection based on a strategy-aligned fuzzy SMART approach. Expert Systems with Applications 34 (2008) 2241-2253
10. Choy K.L., Lee W.B., Lau H.C.W., and Choy L.C. A knowledge-based supplier intelligence retrieval system for outsource manufacturing. Knowledge-Based Systems Journal 18 1 (2005) 1-17
11. De Boer L., Labro E., and Morlacchi P. A review of methods supporting supplier selection. European Journal of Purchasing & Supply Management 7 (2001) 75-89
12. Dickson G.W. An analysis of vendor selection systems and decisions. Journal Purchasing 2 1 (1966) 28-41
13. Gaballa A.A. Minimum cost allocation of tenders. Operational Research Quarterly 25 3 (1974) 389-398
14. Ghobadian, A., Stainer, A., Kiss, T. (1993). A computerized vendor rating system. In Proceedings of the 1st international symposium on logistics (pp. 321-328). University of Nottingham, Nottingham, UK.
15. Ghodsypour, S. H., O'Brien, C. (1997a). A decision support system for reducing the number of suppliers and managing the supplier partnership in a JIT/TQM environment. In Proceedings of the third international symposium on logistics, Padua.
16. Ghodsypour, S. H., & O'Brien, C. (1997b). An integrated method using analytical hierarchy process with goal programming for multiple sourcing with discounted prices. In Proceeding of the 14th international conference on production research (ICPR), Osaka.
17. Humphreys P., McIvor R., and Chan F. Using case-based reasoning to evaluate supplier environmental management performance. Expert Systems with Applications 25 (2003) 141-153
18. Jiménez A., Mateos A., Ríos-Insua S., and Rodríguez L.C. Contracting cleaning services in a European public underground transportation company with the aid of a DSS. Decision Support Systems 43 (2007) 1485-1498
19. Kingsman B.G. Purchasing raw materials with uncertain fluctuating process. European Journal of Operational Research 25 (1986) 358-372
20. Lee A.H.I. A fuzzy supplier selection model with the consideration of benefits, opportunities, costs and risks. Expert Systems with Applications (2008) 10.1016/j.eswa.2008.01.045
21. Levary R.R. Using the analytic hierarchy process to rank foreign suppliers based on supply risks. Computers & Industrial Engineering 55 2 (2008) 535-542
22. Liu, X., Wang, C., Luo, X., Wang, D. (2005). A model and algorithm for out-sourcing planning. In International Conference on e-Business Engineering (pp. 195-198), Beijing.
23. Marshal D., Lamming R., Fynes B., and Deburca F. The development of an outsourcing process model. International Journal of Logistics: Research and Applications 8 4 (2005) 347-359
24. Moore D.L., and Fearon H.E. Computer-assisted decision making in purchasing. Journal of Purchasing 9 4 (1973) 5-25
25. Narasimhan R., and Stoynoff K. Optimizing aggregate procurement allocation decisions. Journal of Purchasing and Materials Management 22 1 (1986) 23-30
26. Ng W.L. An efficient and simple model for multiple criteria supplier selection problem. European Journal of Operational Research 186 (2008) 1059-1067
27. Razmi J., Songhori M.J., and Khakbaz M.H. An integrated fuzzy group decision making/fuzzy linear programming (FGDMLP) framework for supplier evaluation and order allocation. International Journal of Advanced Manufacturing Technology (2008) 10.1007/s00170-008-1719-7
28. Saaty T.L. The analytic hierarchy process, planning, priority setting, resource allocation (1980), McGraw-Hill, London
29. Saaty T.L. Decision Making with Dependence and Feedback: The analytic network process (1996), RWS Publications
30. Saaty, T. L. (1999). Fundamentals of the analytical network process. In Proceeding of ISHP (pp. 48-63). Kobe.
31. Saaty T.L., and Vergas L.G. Decision making with analytic network process (2006), Springer Sciences, New York
32. Saen R.F. A new mathematical approach for suppliers selection: Accounting for non-homogeneity is important. Applied Mathematics and Computation 185 (2007) 84-95
33. Saen R.F. Suppliers selection in the presence of both cardinal and ordinal data. European Journal of Operational Research 183 (2007) 741-747
34. Sevkli M., Koh S.C.L., Zaim S., Demirbag M., and Tatoglu E. Hybrid analytical hierarchy process model for supplier selection. Industrial Management & Data Systems 108 1 (2008) 122-142
35. Sharma, D., Benton, W. C., & Srivastava, R. (1989). Competitive strategy and purchasing decision. In Proceeding of the 1989 annual conference of decision sciences institute (pp. 1088-1090). New Orleans.
36. Taslicali A.K., and Ercan S. The analytic hierarchy and the analytic network process in multicriteria decision making: A comparative study. Journal of Aeronautics and Space Technologies 2 4 (2006) 55-65
37. Turner I. An independent system for the evaluation of contract tenders. Operational Research Society 39 6 (1988) 551-561
38. Üstün O., and Demirtas E.A. An integrated multi-objective decision-making process for multi-period lot-sizing with supplier selection. Omega 36 (2008) 509-521
39. Valluri A., and Croson D.C. Agent learning in supplier selection models. Decision Support Systems 39 (2005) 219-240
40. Verma R., and Pullman M.E. An analysis of the supplier selection process. Omega International Journal of Management Science 26 6 (1998) 739-750
41. Weber C.A., and Current J.R. A multi objective approach to vendor selection. European Journal of Operational Research 68 (1993) 173-184
42. Weber C.A., Current J.R., and Benton W.C. Vendor selection criteria and methods. European Journal of Operational Research 50 (1991) 2-18
43. Weber C.A., and Desai A. Determination of paths to vendor market efficiency using parallel coordinates representation: A negotiation tool for buyers. European Journal of Operational Research 90 1 (1996) 142-155
44. Wu W.-Y., Sukoco B.M., Li C.-Y., and Chen S.H. An integrated multi-objective decision-making process for supplier selection with bundling problem. Expert Systems with Applications (2008) 10.1016/j.eswa.2007.12.022
45. Zadeh L.A. Fuzzy sets. Information and Control 8 (1965) 338-353
46. Zimmermann H.J. Fuzzy programming and linear programming with several objective functions. Fuzzy Sets and System 1 (1987) 45-55