A hybrid model for sourcing selection with order quantity allocation with multiple objectives under fuzzy environment

International Journal of Applied Decision Sciences

Volumn 2, Issue 3, 2009, Pages 275-298

  Parthiban, P ^a   Punniyamoorthy, M ^a   Ganesh, K ^b   Janardhana, G Ranga ^c  

^a NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^b TATA CONSULTANCY SERVICES   (India)

^c JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY   (India)

Author keywords

Data envelopment analysis; DEA; Genetic algorithm; Order quantity allocation; Sourcing selection

Indexed keywords

EID: 70449469581     PISSN: 17558077     EISSN: 17558085     Source Type: Journal    
DOI: 10.1504/IJADS.2009.027932     Document Type: Article

References (53)

1. Amid, A., Ghodsypour, S.H. and O'Brien, C. (2006) 'Fuzzy multiobjective linear model for supplier selection in a supply chain', International Journal of Production Economics, Vol.104, No.2, pp.394-407.
2. Antony, T.F. and Buffa, F.P. (1977) 'Strategic purchase scheduling', Journal of Purchasing and Materials Management, Fall, pp.27-31.
3. Barbarosoglu, G. and Yazgac, T. (1997) 'An application of the analytic hierarchy process to the supplier selection problem', Production and Inventory Management Journal, 1st quarter, pp.14-21.
4. Bender, P.S., Brown, R.W., Isaac, M.H. and Shapiro, J.F. (1985) 'Improving purchasing productivity at IBM with a normative decision support system', Interfaces, Vol.15, pp.106-115.
5. Buffa, F.P. and Jackson, W.M. (1983) 'A goal programming model for purchase planning', Journal of Purchasing and Materials Management, Fall, pp.27-34.
6. Charnes, A., Cooper, W.W. and Rhodes, E. (1978) 'Measuring the efficiency of decision making units', European Journal of Operational Research, Vol.2, pp.429-444.
7. Chaudhry, S.S., Forst, F.G. and Zydiak, J.L. (1993) 'Vendor selection with price breaks', European Journal of Operational Research, Vol.70, No.1, pp.52-66.
8. Chaudry, S., Forst, F.G. and Zydiak, J.L. (1991) 'A multicriteria approach to allocating order quantity among vendors', Production and Inventory Management Journal, Vol.32, No.3, pp.82-86.
9. Chen, C.T., Lin, C.T. and Huang, S.F. (2006) 'A fuzzy approach for supplier evaluation and selection in supply chain management', International Journal of Production Economics, Vol.102, pp.289-301.
10. Choi, J.H. and Chang, Y.S. (2006) 'A two-phased semantic optimization modeling approach on supplier selection in eProcurement', Expert Systems with Application, Vol.31, pp.137-144.
11. Crama, Y., Pascual, R. and Torres, A. (2004) 'Optimal procurement decisions in the presence of total quantity discounts and alternative product recipes', European Journal of Operational Research, Vol.159, No.2, pp.364-378.
12. Current, J. and Weber, C. (1994) 'Application of facility location modeling constructs to vendor selecting problems', European Journal of Operational Research, Vol.76, pp.387-392.
13. De Boer, L., Labro, E. and Morlacchi, P. (2001) 'A review of methods supporting supplier selection', European Journal of Purchasing & Supply Management, Vol.7, pp.75-89.
14. De Boer, L., Van der Wegen, L. and Telgen, J. (1998) 'Outranking methods in support of supplier selection', European Journal of Purchasing & Supply Management, Vol.4, pp.109-118.
15. Degraeve, Z., Labro, E. and Roodhooft, F. (2000) 'An evaluation of supplier selection methods from a total cost of ownership perspective', European Journal of Operational Research, Vol.125, No.1, pp.34-59.
16. Demirtas, E.A. and Ustun, O. (2008) 'An integrated multiobjective decision making process for supplier selection and order allocation', Omega, Vol.36, No.1, pp.76-90.
17. Dickson, G.W. (1966) 'An analysis of vendor selection systems and decisions', Journal of Purchasing, Vol.2, No.1, pp.5-17.
18. Farrell, J.M. (1957) 'The measurement of productive efficiency', Journal of the Royal Statistical Society, Vol.120, pp.253-281.
19. Farrell, M.J. and Fieldhouse, M. (1962) 'Estimating efficient production functions under increasing returns to scale', Journal of the Royal Statistical Society, Series A (General), Vol.125, No.2, pp.252-267.
20. Ghodsypour, S.H. and O'Brien, C. (1998) 'A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming', International Journal of Production Economics, Vols. 56-57, pp.199-212.
21. Ghodsypour, S.H. and O'Brien, C. (2001) 'The total cost of logistic in supplier selection, under conditions of multiple sourcing, multiple criteria and capacity constraint', International Journal of Production Economics, Vol.73, pp.15-27.
22. Gregory, R.E. (1986) 'Source selection: a matrix approach', Journal of Purchasing and Materials Management, Vol.22, No.2, pp.24-29.
23. Hammami, A., Burlat, P. and Campagne, J.P. (2003) 'Evaluating orders allocation within networks of firms', International Journal of Production Economics, No.86, pp.233-249.
24. Hannan, E.L. (1981) 'Linear programming with multiple fuzzy goals', Fuzzy Sets Systems, Vol.6, pp.235-248.
25. Hazra, J., Mahadevan, B. and Seshadri, S. (2004) 'Capacity allocation among multiple suppliers in an electronic market', Production and Operations Management, Vol.13, No.2, pp.161-170.
26. Holland, J.H. (1975) Adaptation in Natural and Artificial Systems, University of Michigan Press, Ann Arbor.
27. Humphreys, P., McCloskey, A., McIvor, R., Maguire, L. and Glackin, C. (2006) 'Employing dynamic fuzzy membership functions to assess environmental performance in the supplier selection process', International Journal of Production Research, Vol.44, No. 12, pp.2379-2419.
28. Karpak, B., Kumcu, E. and Kasuganti, R. (1999) 'An application of visual interactive goal programming: a case in vendor selection process', Journal of Multi-Criteria Decision Analysis, Vol.8, pp.93-105.
29. Kirkpatrick, S.C., Gelatt, D. and Vecchi, M.P. (1983) 'Optimization by simulated annealing', Science, Vol.5, No.13, pp.671-680.
30. Korpela, J., Kylaheiko, K., Lehmusvaara, A. and Tuominen, M. (2002) 'An analytic approach to production capacity allocation and supply chain design', International Journal of Production Economics, Vol.78, No.2, pp.187-195.
31. Kumar, M., Vrat, P. and Shankar, R. (2004) 'A fuzzy goal programming approach for vendor selection problem in a supply chain', Computers & Industrial Engineering, Vol.46, pp.69-85.
32. Narasimhan, R. (1983) 'An analytical approach to supplier selection', Journal of Purchasing and Materials Management, Vol.19, No.4, pp.31-36.
33. Nydick, R.L. and Hill, R.P. (1992) 'Using the analytic hierarchy process to structure the supplier selection procedure', International Journal of Purchasing and Materials Management, Vol.28, No.2, pp.31-36.
34. Pan, A.C. (1989) 'Allocation of order quantity among suppliers', Journal of Purchasing and Materials Management, Vol.25, No.3, pp.36-39.
35. Rosenthal, E.C., Zydiak, J.L. and Chaudry, S.S. (1995) 'Vendor selecting with bundling', Decision Sciences, Vol.26, No.1, pp.35-48.
36. Sarkis, J. and Semple, J.H. (1999) 'Vendor selection with bundling: a comment', Decision Sciences, Vol.30, No.1, pp.265-271.
37. Shyur, H.J. and Shih, H.S. (2006) 'A hybrid model for strategic vendor selection', Mathematical and Computer Modelling, Vol.44, pp.749-761.
38. Talluri, S. and Narasimhan, R. (2003) 'Vendor evaluation with performance variability: a max-min approach', European Journal of Operational Research, Vol.146, pp.543-552.
39. Talluri, S. and Narasimhan, R. (2004) 'A methodology for strategic sourcing', European Journal of Operational Research, Vol.154, No.1, pp.236-250.
40. Tam, M.C.Y. and Tummala, V.M.R. (2001) 'An application of the AHP in vendor selection of a telecommunications system', Omega, Vol.29, pp.171-182.
41. Thompson, K. (1991) 'Scaling evaluative criteria and supplier performance estimates in weighted pint prepurchase decision models', International Journal of Purchasing and Materials Management, Vol.27, No.1, pp.27-36.
42. Timmermann, E. (1986) 'An approach to vendor performance evaluation', Journal of Purchasing and Materials Management, Winter, Vol.1, pp.2-8.
43. Tiwari, R.N., Dharmar, S. and Rao, J.R. (1987) 'Fuzzy goal programming on additive model', Fuzzy Sets Systems, Vol.24, pp.27-34.
44. Turner, I. (1988) 'An independent system for the evaluation of contract tenders', Journal of Operational Research Society, Vol.39, No.6, pp.551-561.
45. Weber, C.A. and Current, J.R. (1993) 'A multi-objective approach to vendor selection', European Journal of Operational Research, Vol.68, pp.173-184.
46. Weber, C.A. and Desai, A. (1996) 'Determination of paths to vendor market efficiency using parallel coordinates representation: a negotiation tool for buyers', European Journal of Operational Research, Vol.90, pp.142-155.
47. Weber, C.A. and Ellram, L.M. (1993) 'Supplier selection using multi-objective programming: a decision support system', International Journal of Physical Distribution and Logistics Management, Vol.23, No.2, pp.3-14.
48. Weber, C.A., Current, J.R. and Benton, W.C. (1991) 'Vendor selection criteria and methods', European Journal of Operational Research, Vol.50, pp.2-18.
49. Weber, C.A., Current, J.R. and Desai, A. (2000) 'An optimization approach to determining the number of vendor to employ', Supply Chain Management: An International Journal, Vol.5, No.2, pp.90-98.
50. Zadeh, L.A. (1965) 'Fuzzy sets', Information and Control, Vol.8, pp.338-353.
51. Zadeh, L.A. (1978) 'Fuzzy sets as a basis for a theory of possibility', Fuzzy sets and Systems, Vol.1, pp.3-28.
52. Zenz, G. (1981) Purchasing and the Management of Materials, Wiley, New York.
53. Zimmermann, H.J. (1978) 'Fuzzy programming and linear programming with several objective functions', Fuzzy Sets and Systems, Vol.1, pp.45-55.