Developing a chance-constrained Free Replicability Hull model for supplier selection

International Journal of Logistics Systems and Management

Volumn 12, Issue 4, 2012, Pages 375-394

  Azadi, Majid ^a   Saen, Reza Farzipoor ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

CCDEA; Chance constrained data envelopment analysis; Chance constrained programming; DEA; Free replicability hull; FRH; SCM; Sensitivity analysis; Supplier selection; Supply chain management

Indexed keywords

EID: 84864719274     PISSN: 17427967     EISSN: 17427975     Source Type: Journal    
DOI: 10.1504/IJLSM.2012.048365     Document Type: Article

References (62)

1. Agrell, P.J. and Tind, J. (2001) 'A dual approach to nonconvex frontier models', Journal of Productivity Analysis, Vol. 16, No. 2, pp.129-147. (Pubitemid 33635047)
2. Akarte, M.M., Surendra, N.V., Ravi, B. and Rangaraj, N. (2001) 'Web based casting supplier evaluation using analytical hierarchy process', Journal of the Operational Research Society, Vol. 52, No. 5, pp.511-522. (Pubitemid 34404700)
3. Asif Hasan, M., Shankar, R. and Sarkis, J. (2008) 'Supplier selection in an agile manufacturing environment using data envelopment analysis and analytical network process', International Journal of Logistics Systems and Management, Vol. 4, No. 5, pp.523-550.
4. Azadeh, A., Khakbaz, M.H. and Jafari Songhori, M. (2010) 'An integrated framework for supplier evaluation and order allocation in a non-crisp environment', International Journal of Logistics Systems and Management, Vol. 6, No. 1, pp.76-98.
5. Azadi, M. and Farzipoor Saen, R. (2011a) 'A new chance-constrained data envelopment analysis for selecting third-party reverse logistics providers in the existence of dual-role factors', Expert Systems with Applications, Vol. 38, No. 10, pp.12231-12236.
6. Azadi, M. and Farzipoor Saen, R. (2011b) 'Developing a WPF-CCR model for selecting suppliers in the presence of stochastic data', OR Insight, Vol. 24, No. 1, pp.31-48.
7. Azadi, M. and Farzipoor Saen, R. (2012) 'Developing a new chance-constrained DEA model for suppliers selection in the presence of undesirable outputs', International Journal of Operational Research, Vol. 13, No. 1, pp.44-66.
8. Azadi, M., Farzipoor Saen, R. and Tavana, M. (2012) 'Supplier selection using chance-constrained data envelopment analysis with nondiscretionary factors and stochastic data', International Journal of Industrial and Systems Engineering, Vol. 10, No. 2, pp.167-196
9. Bayazit, O. (2006) 'Use of analytic network process in vendor selection decisions', Benchmarking: An International Journal, Vol. 13, No. 5, pp.566-579. (Pubitemid 44222081)
10. Chan, F.T.S. (2003) 'Interactive selection model for supplier selection process: An analytical hierarchy process approach', International Journal Production Research, Vol. 41, No. 15, pp.3549-3579.
11. Charnes, A. and Cooper, W.W. (1959) 'Chance constrained programming', Management Science, Vol. 6, No. 1, pp.73-79.
12. Charnes, A. and Cooper, W.W. (1961) Management Models and Industrial Applications of Linear Programming', Vols. I and II, Wiley, New York.
13. Charnes, A., Cooper, W.W. and Rhodes, A. (1978) 'Measuring the efficiency of decision making units', European Journal of Operational Research, Vol. 2, No. 6, pp.429-444. (Pubitemid 9402758)
14. 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, No. 2, pp.289-301.
15. Cheng, H., Lu, Y.C. and Chung, J.T. (2010) 'Assurance region context-dependent DEA with an application to Taiwanese hotel industry', International Journal of Operational Research, Vol. 8, No. 3, pp.292-312.
16. Choy, K.L., Lee, W.B. and Lo, V. (2002) 'Development of a case based intelligent customer - supplier relationship management system', Expert Systems with Applications, Vol. 23, No. 3, pp.281-297. (Pubitemid 34991881)
17. Choy, K.L., Fan, K.K.H. and Lo, V. (2003) 'Development of an intelligent customer - supplier relationship management system: the application of case-based reasoning', Industrial Management and Data Systems, Vol. 103, No. 4, pp.263-274.
18. Choy, K.L., Lee, W.B. and Lo, V. (2004) 'An enterprise collaborative management system - a case study of supplier relationship management', The Journal of Enterprise Information Management, Vol. 17, No. 3, pp.191-207.
19. Choy, K.L., Lee, W.B. and Lo, V. (2005) 'A knowledge-based supplier intelligence retrieval system for outsource manufacturing', Knowledge-Based Systems, Vol. 18, No. 1, pp.1-17. (Pubitemid 40266090)
20. Cooper, W.W., Deng, H., Huang, Z.M. and Li, S.X. (2002) 'Chance constrained programming approaches to technical efficiencies and inefficiencies in stochastic data envelopment analysis', Journal of the Operational Research Society, Vol. 53, No. 12, pp.1347-1356. (Pubitemid 35468889)
21. Cooper, W.W., Deng, H., Huang, Z.M., Li, S.X., Lelas, V. and Sullivan, D. (1998) 'Chance constrained programming formulations for stochastic characterizations of efficiency and dominance in DEA', Journal of Productivity Analysis, Vol. 9, No. 1, pp.53-79. (Pubitemid 128404641)
22. Cooper, W.W., Huang, Z. and Li, S. (1996) 'Satisficing DEA models under chance constraints', Annals of Operations Research, Vol. 66, No. 4, pp.279-295. (Pubitemid 126729290)
23. Dharmapala, P.S. (2009) 'Adding value in healthcare service by improving operational efficiency using data envelopment analysis', International Journal of Operational Research, Vol. 5, No. 1, pp.73-88.
24. Emrouznejad, A. and Thanassoulis, E. (2010) 'Measurement of productivity index with dynamic DEA', International Journal of Operational Research, Vol. 8, No. 2, pp.247-260.
25. Farzipoor Saen, R. (2008) 'Using super-efficiency analysis for ranking suppliers in the presence of volume discount offers', International Journal of Physical Distribution and Logistics Management, Vol. 38, No. 8, pp.637-651.
26. Farzipoor Saen, R. (2010a) 'A decision model for selecting appropriate suppliers', International Journal of Advanced Operations Management, Vol. 2, Nos. 1-2, pp.46-56.
27. Farzipoor Saen, R. (2010b) 'A new model for selecting third-party reverse logistics providers in the presence of multiple dual-role factors', The International Journal of Advanced Manufacturing Technology, Vol. 46, Nos. 1-4, pp.405-410.
28. Farzipoor Saen, R. (2011) 'A decision model for selecting third-party reverse logistics providers in the presence of both dual-role factors and imprecise data', Asia-Pacific Journal of Operational Research, Vol. 28, No. 2, pp.239-254.
29. Florez-Lopez, R. (2007) 'Strategic supplier selection in the added-value perspective: A CI approach', Information Sciences, Vol. 177, No. 5, pp.1169-1179. (Pubitemid 44908288)
30. Forker, L.B. and Mendez, D. (2001) 'An analytical method for benchmarking best peer suppliers', International Journal of Operations and Production Management, Vol. 21, Nos. 1-2, pp.195-209.
31. Gencer, C. and Gürpinar, D. (2007) 'Analytic network process in supplier selection: A case study in an electronic firm', Applied Mathematical Modelling, Vol. 31, No. 11, pp.2475-2486. (Pubitemid 46888300)
32. Ghodsypour, S.H. and O'Brien, C. (2001) 'The total cost of logistics in supplier selection, under conditions of multiple sourcing, multiple criteria and capacity constraint', International Journal of Production Economics, Vol. 73, No. 1, pp.15-27. (Pubitemid 32866945)
33. Hassanzadeh Amin, S. and Razmi, J. (2009) 'An integrated fuzzy model for supplier management', Expert Systems with Applications, Vol. 36, No. 4, pp.8639-8648.
34. Hong, G.H., Park, S.C., Jang, D.S. and Rho, H.M. (2005) 'An effective supplier selection method for constructing a competitive supply-relationship', Expert Systems with Applications, Vol. 28, No. 4, pp.629-639. (Pubitemid 40583841)
35. Hou, J. and Su, D. (2007) 'EJB-MVC oriented supplier selection system for mass customization', Journal of Manufacturing Technology Management, Vol. 18, No. 1, pp.54-71. (Pubitemid 46058663)
36. Huang, Z.M. and Li, S.X. (1996) 'Dominance stochastic in data envelopment analysis', European Journal of Operational research, Vol. 95, No. 2, pp.370-403.
37. Huang, Z.M. and Li, S.X. (2001) 'Stochastic DEA models with different types of inputs-outputs disturbances', Journal of Productivity Analysis, Vol. 15, No. 2, pp.95-113. (Pubitemid 33637916)
38. Karpak, B., Kumcu, E. and Kasuganti, R.R. (2001) 'Purchasing materials in the supply chain: managing a multi-objective task', European Journal of Purchasing and Supply Management, Vol. 7, No. 3, pp.209-216. (Pubitemid 33658255)
39. Kumar, P., Surendra, R. and Yadav, S. (2011) 'Global supplier selection and order allocation using FQFD and MOLP', International Journal of Logistics Systems and Management, Vol. 9, No. 1, pp.43-68.
40. Land, K.C., Lovell, C.A.K. and Thore, S. (1993) 'Chance-constrained data envelopment analysis', Managerial and Decision Economics, Vol. 14, No. 6, pp.541-554.
41. Li, S.X. (1998) 'Stochastic and models and variables returns to scales in data envelopment analysis', European Journal of Operational research, Vol. 104, No. 3, pp.532-548. (Pubitemid 128392295)
42. Liu, F.H.F. and Hai, H.L. (2005) 'The voting analytic hierarchy process method for selecting supplier', International Journal of Production Economic, Vol. 97, No. 3, pp.308-317. (Pubitemid 40788676)
43. Liu, J., Ding, F.Y. and Lall, V. (2000) 'Using data envelopment analysis to compare suppliers for supplier selection and performance improvement', Supply Chain Management: An International Journal, Vol. 5, No. 3, pp.143-150. (Pubitemid 39034415)
44. Morita, H. and Seiford, L.M. (1999) 'Characteristics on stochastic DEA efficiency- reliability and probability being efficient', Journal of the Operations Research Society of Japan, Vol. 42, No. 4, pp.389-404.
45. Mulwa, R., Emrouznejad, A. and Muhammad, L. (2009) 'Economic efficiency of smallholder maize producers in Western Kenya: A DEA meta-frontier analysis', International Journal of Operational Research, Vol. 4, No. 3, pp.250-267.
46. Muralidharan, C., Anantharaman, N. and Deshmukh, S.G. (2002) 'A multi-criteria group decisionmaking model for supplier rating', Journal of Supply Chain Management, Vol. 38, No. 4, pp.22-33.
47. Ng, W.L. (2008) 'An efficient and simple model for multiple criteria supplier selection problem', European Journal of Operational Research, Vol. 186, No. 3, pp.1059-1067. (Pubitemid 350016638)
48. Olesen, O.B. and Petersen, N.C. (1995) 'Chance constrained efficiency evaluation', Management Science, Vol. 41, No. 3, pp.442-457.
49. Parkan, C. (2006) 'An alternative derivation of the basic DEA models for gauging the productive performances of operating entities', International Journal of Productivity and Quality Management, Vol. 1, No. 3, pp.253-271.
50. Rajan, J.A., Suryaprakasa Rao, K. and Ganesh, K. (2007) 'VEPCE: decision-making model for vendor evaluation with respect to product prioritisation and customer expectation', International Journal of Logistics Systems and Management, Vol. 3, No. 1, pp.34-55.
51. Sarkar, A. and Mohapatra, P.K.J. (2006) 'Evaluation of supplier capability and performance: A method for supply base reduction', Journal of Purchasing and Supply Management, Vol. 12, No. 3, pp.148-163. (Pubitemid 44858284)
52. Sarkis, J. and Talluri, S. (2002) 'A model for strategic supplier selection', Journal of Supply Chain, Vol. 38, No. 1, pp.18-28.
53. Seiford, L.M. and Zhu, J. (1998) 'Stability regions for maintaining efficiency in data envelopment analysis', European Journal of Operational Research, Vol. 108, No. 1, pp.127-139. (Pubitemid 128372592)
54. Shin, H., Collier, D.A. and Wilson, D.D. (2000) 'Supply management orientation and supplier/buyer performance', Journal of Operations Management, Vol. 18, No. 1, pp.317-333. (Pubitemid 30572307)
55. Simon, H.A. (1957) Models of Man, John Wiley and Sons, New York.
56. Sueyoshi, T. (2000) 'Stochastic DEA for restructure strategy: An application to a Japanese petroleum company', Omega, Vol. 28, No. 4, pp.385-398.
57. Talluri, S. and Narasimhan, R. (2003) 'Vendor evaluation with performance variability: A max-min approach', European Journal of Operational Research, Vol. 146, No. 3, pp.543-552.
58. Talluri, S. and Narasimhan, R. (2005) 'A note on "a methodology for supply base optimization"', IEEE Transactions on Engineering Management, Vol. 52, No. 1, pp.130-139. (Pubitemid 40241905)
59. Talluri, S., Narasimhan, R. and Nair, A. (2006) 'Vendor performance with supply risk: A chance- constrained DEA approach', International Journal of Production Economics, Vol. 100, No. 2, pp.212-222. (Pubitemid 41737522)
60. Wadhwa, V. and Ravindran, A.R. (2007) 'Vendor selection in outsourcing', Computers and Operations Research, Vol. 34, No. 12, pp.3725-3737. (Pubitemid 46661042)
61. Wong, W.P., Jaruphongsa, W. and Lee, L.H. (2008) 'Supply chain performance measurement system: A Monte Carlo DEA-based approach', International Journal of Industrial and Systems Engineering, Vol. 3, No. 2, pp.162-188. (Pubitemid 351250072)
62. Zhang, D., Zhang, J., Lai, K.K. and Lu, Y. (2009) 'A novel approach to supplier selection based on vague sets group decision', Expert Systems with Applications, Vol. 36, No. 5, pp.9557-9563.