Supplier selection model for commodities procurement. Optimised assessment using a fuzzy decision support system

Applied Soft Computing Journal

Volumn 13, Issue 4, 2013, Pages 1939-1951

  García, Nazario ^a   Puente, Javier ^a   Fernández, Isabel ^a   Priore, Paolo ^a  

^a UNIVERSITY OF OVIEDO   (Spain)

Author keywords

Evaluating purchasing performance; Fuzzy decision support system; Fuzzy inference; Multi criteria decision making; Procurement processes; Supplier management (evaluation and selection)

Indexed keywords

EVALUATING PURCHASING PERFORMANCE; FUZZY DECISION SUPPORT SYSTEM; MULTI-CRITERIA DECISION MAKING; PROCUREMENT PROCESS; SUPPLIER MANAGEMENT;

ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS; FUZZY INFERENCE; MODELS; TERMINOLOGY;

DECISION MAKING;

EID: 84874744584     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2012.12.008     Document Type: Article

References (63)

1. A. Brun, and A.P. Staudacher Negotiation-driven supply chain co-ordination small and medium enterprises Proceedings of the ECAI 2000 workshop 13 Agent Technologies and their application scenarios in logistics 13 2000 55 60
2. M. Wouters, J.C. Anderson, and F. Wynstra The adoption of total cost of ownership for sourcing decisions-a structural equations analysis Accounting, Organizations and Society 30 2 2005 167 191 (Pubitemid 39538386)
3. M.K.S. Bhutta Supplier Selection Problem: Methodology Literature Review 2003 Nicholls State University Thibodaux, USA
4. L. De Boer, E. Labro, and P. Morlacchi A review of methods supporting supplier selection European Journal of Purchasing and Supply Management 7 2 2001 75 89 (Pubitemid 33632140)
5. H. Min International Supplier selection a multi-attribute utility approach International Journal of Physical Distribution and Logistics Management 24 5 1994 24 33
6. C. Romero Análisis De Las Decisiones Multicriterio 1996 Madrid Isdefe
7. T.C. Harrington, D.M. Lambert, and M. Christopher A methodology for measuring vendor performance Journal of Business Logistics 12 1 1991 83 93
8. L.M. Ellram The supplier selection decision in strategic partnerships Journal of Purchasing and Materials Management 20 4 1990 8 14
9. D.R. Krause, and L.M. Ellram Success factors in supplier development International Journal of Physical Distribution and Logistics 27 1 1997 39 52
10. A.M. Porter Supplier Evaluation Revisited Purchasing 111 6 1991 58 68
11. D.J. Duncan What motivates business buyers Harvard Business Review 18 1940 448 456
12. D.R. Krause, R.B. Handfield, and B.B. Tyler The relationships between supplier development, commitment, social capital accumulation and performance improvement Journal of Operations Management 25 2007 528 545 (Pubitemid 46350808)
13. E.K. Lee, S. Ha, and S.K. Kim Supplier selection and management system considering relationships in supply chain management Transactions on Engineering Management 48 3 2001 307 318 (Pubitemid 32933090)
14. F.T.S. Chan Interactive selection model for supplier selection process: an analytical hierarchy process approach International Journal of Production Research 41 15 2003 3549 3579
15. I.J. Chen, and A. Paulraj Understanding supply chain management: critical research and a theoretical framework International Journal of Production Research 42 1 2004 131 163
16. A.S. Carr, and J.N. Pearson Strategically managed buyer-seller relationships and performance outcomes Journal of Operations Management 17 1999 497 519
17. M. Tracey, and C.L. Tan Empirical analysis of supplier selection and involvement, customer satisfaction, and firm performance Supply Chain Management: An International Journal 6 4 2001 174 188 (Pubitemid 39034388)
18. K. Goffin, M. Szwejczewski, and C. New Managing suppliers: when fewer can mean more International Journal of Physical Distribution and Logistics Management 27 7 1997 422 436
19. C.K. Kwong, W.H. Ip, and J.W.K. Chan Combining scoring method and fuzzy expert systems approach to supplier assessment: a case study Integrated Manufacturing systems 13 7 2002 512 519 (Pubitemid 35446197)
20. J.E. Schorr Purchasing in the 21st century. A guide to State-of-the-Art Techniques and Strategies 1992 Oliver Wight Publications Brattleboro
21. S.M. Chui, 1996. Vendor evaluation and certification system setup of a buying office. MSc dissertation. The Hong Kong Polytechnic University, Hong Kong.
22. G.W. Dickson An analysis of vendor selection systems and decisions Journal of Purchasing 2 1 1966 5 17
23. C.A. Weber, J.R. Current, and W.C. Benton Vendor selection criteria and methods European Journal of Operations Research 50 1 1991 2 18 (Pubitemid 21654539)
24. Z. Degraeve, E. Labro, and F. Roodhooft An evaluation of supplier selection methods from a total cost of ownership perspective European Journal of Operational Research 125 1 2000 34 58
25. W. Ho, X. Xu, and P.K. Dey Multi-criteria decision making approaches for supplier evaluation and selection: a literature review European Journal of Operational Research 202 1 2010 16 24
26. R.M. Garfamy, 2004. Supplier selection and process improvement: an exploratory multiple-case study. UniversitatAutónoma de Barcelona. Faculty of Economics and Business Studies. Department of Business Economics. Doctoral Program in Business Creation, Strategy and Management. Research work.
27. G.A. Keskin, S. Ilhan, and C. Ozkan The fuzzy ART algorithm: a categorization method for supplier evaluation and selection Expert Systems with Applications 37 2 2010 1235 1240
28. Y.J. Chen Structured methodology for supplier selection and evaluation in a supply chain Information Sciences 181 9 2011 1651 1670
29. C.-J. Hung, and F.-J. Wang A multicriteria evaluation model for flight catering supplier: a Taiwan-based study Actual Problems of Economics 124 2011 470 479
30. S. Talluri, S.K. Vickery, and Narayanan S Optimization models for buyer-supplier negotiations International Journal of Physical Distribution and Logistics Management 38 7 2008 551 561
31. H.-Y. Kang, and AHÍ Lee A new supplier performance evaluation model. A case study of integrated circuit (IC) packaging companies Kybernetes 39 1 2010 37 54
32. M. Zeydan, C. Colpan, and Cobanoglu C A combined methodology for supplier selection and performance evaluation Expert Systems with Applications 38 3 2011 2741 2751
33. M. Sevkli, S.C.L. Koh, S. Zaim, M. Demirbag, and Tatoglu E Hybrid analytical hierarchy process model for supplier selection Industrial Management and Data Systems 108 1/2 2008 122 142 (Pubitemid 351153321)
34. A. Gungor, S. Coskun, G. Durur, and Goren HG A supplier selection, evaluation and re-evaluation model for textile retail organizations TekstKonfeksiyon 20 3 2010 181 187
35. S.M. Ordoobadi Application of AHP and Taguchi loss functions in supply chain Industrial Management and Data Systems 110 8/9 2010 1251 1269
36. R. Khorramshahgol An integrated strategic approach to supplier evaluation and selection International Journal of Information Technology and Decision Making 11 1 2012 55 76
37. A.S. Erdem, and E. Goecen Development of a decision support system for supplier evaluation and order allocation Expert Systems with Applications 39 5 2012 4927 4937
38. G. Bruno, E. Esposito, A. Genovese, and Passaro R AHP-based approaches for supplier evaluation: problems and perspectives Journal of Purchasing and Supply Management 18 3 2012 159 172
39. F. Jolai, S.A. Yazdian, K. Shahanaghi, and Khoiasteh MA Integrating fuzzy TOPSIS and multi-period goal programming for purchasing multiple products from multiple suppliers Journal of Purchasing and Supply Management 17 1 2011 42 53
40. Z. Xiao, W. Chen, and L. Li An integrated FCM and fuzzy soft set for supplier selection problem based on risk evaluation Applied Mathematical Modelling 36 4 2012 1444 1454
41. J. Seydel Data envelopment analysis for decision support Industrial Management and Data Systems 106 1 2006 81 95 (Pubitemid 43062499)
42. R.M. Garfamy A data envelopment analysis approach based on total cost of ownership for supplier selection Journal of Enterprise Information Management 19 6 2006 662 678 (Pubitemid 44704579)
43. T. Wu, D. Shunk, J. Blackhurst, and R. Appalla AIDEA: a methodology for supplier evaluation and selection in a supplier-based manufacturing environment International Journal of Manufacturing Technology and Management 11 2 2007 174 192 (Pubitemid 46714104)
44. F. Gascón, D. de la Fuente, J. Puente, and J. Lozano On macroeconomic characteristics of pharmaceutical generics and the potential for manufacturing and consumption under fuzzy conditions Artificial Intelligence in Medicine 41 3 2007 223 235 (Pubitemid 350018986)
45. I. Fernández, J. Puente, N. García, and A. Gómez A decision making support system on products recovery management framework. A fuzzy approach Concurrent Engineering-Research and Applications (CERA) 16 2 2008 129 138 (Pubitemid 351804035)
46. D.R. Lehmann, and J. O'Shaughnessy Decision criteria used in buying different categories of products Journal of Purchasing and Materials Management 18 1982 9 14
47. P. Kraljic Purchasing must become supply management Harvard Business Review 61 5 1983 109 117
48. C.J. Gelderman, and A.J. Van Weele Handling measurement issues and strategic directions in Kraljic's purchasing portfolio model Journal of Purchasing and Supply Management 9 5-6 2003 207 216 (Pubitemid 38613761)
49. J.L. Patterson, L.B. Forker, and J.B. Hanna Supply chain consortia: the rise of transcendental buyer-supplier relationships European Journal of Purchasing and Supply Management 5 2 1999 85 93
50. J. De Haan, G. De Groot, E. Loo, and M. Ypenburg Flow of goods or supply chains; lessons from the natural rubber industry in Kerala. India International Journal of Production Economics 81/82 2003 185 194 (Pubitemid 35385357)
51. W.K. Balzer, and L.M. Sulsky Halo and performance appraisal research: a critical examination Journal of Applied Psychology 77 6 1992 975 985
52. M. Nakayama, and N.G. Sutcliffe Exploratory analysis on the halo effect of strategic goals on IOS effectiveness evaluation Information and Management 42 2 2005 275 288
53. H. Linstone, and M. Turoff The Delphi Method: Techniques and Applications 1975 Addison-Wesley Publishing Company London
54. G. Rowe, G. Wright, and F. Bolger Delphi: a reevaluation of research and theory Technological Forecasting and Social Change 39 1991 235 251
55. E. Timmerman An approach to vendor performance evaluation Journal of Purchasing and Materials Management 22 4 1986 2 8
56. C. Chen-Tung, L. Ching-Torng, and H. Sue-Fn A fuzzy approach for supplier evaluation and selection in supply chain management International Journal of Production Economics 102 2 2006 289 301
57. A. Amid, S.H. Ghodsypour, and C. O'Brien Fuzzy multiobjective linear model for supplier selection in a supply chain International Journal Production Economics 104 2 2006 394 407 (Pubitemid 44403074)
58. M. Bevilacqua, and A. Petroni From traditional purchasing to supplier management: a fuzzy logic-based approach to supplier selection International Journal of Logistics 5 3 2002 235 255
59. L.A. Zadeh Fuzzy sets Information and Control 8 1965 338 353
60. D. Driankov, H. Hellendoorn, and M. Reinfrank An Introduction to Fuzzy Control 1996 Springer-Verlag Berlín
61. C.B. Chen, and C.M. Klein An efficient approach to solving fuzzy MADM problems Fuzzy Sets and Systems 88 1997 51 67 (Pubitemid 127699074)
62. Fuzzy Logic Toolbox. Design and simulate fuzzy logic systems. Mathworks [Online], 2012. Available: http://www.mathworks.com/products/fuzzy-logic/ [accessed 01.12.12].
63. E.H. Mamdani, and B.R. Gains Fuzzy Reasoning and Its Applications 1981 Academic Press New York