Using fuzzy DEMATEL for evaluating supplier selection criteria in manufacturing industries

International Journal of Logistics Systems and Management

Volumn 22, Issue 1, 2015, Pages 15-42

  Mavi, Reza Kiani ^a   Shahabi, Hossein ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Fuzzy DEMATEL; Logistics; Management; Organisation; SCM; Supplier selection; Supply chain management

Indexed keywords

EID: 84938692701     PISSN: 17427967     EISSN: 17427975     Source Type: Journal    
DOI: 10.1504/IJLSM.2015.070889     Document Type: Article

References (74)

1. Abdul Zubar, H. and Parthiban, P. (2014a) 'Analysis of supplier selection methods through conceptual module and empirical study', International Journal of Logistics Systems and Management, Vol. 18, No. 1, pp.72-99.
2. Abdul Zubar, H. and Parthiban, P. (2014b) 'Analysis of supplier selection methods through analytical approach', International Journal of Logistics Systems and Management, Vol. 18, No. 1, pp.100-125.
3. Akarte, M.M., Surenda, N.V., Ravi, B. and Rangaraj, N. (2001) 'Web based casting supplier evaluation using analytical hierarchy process', Journal of Operations Research Society, Vol. 52, pp.511-522.
4. Aksoy, A., Sucky, E. and Ozturk, N. (2014) 'Dynamic strategic supplier selection system with fuzzy logic', Procedia-Social and Behavioral Sciences, Vol. 109, pp.1059-1063.
5. Azadi, M. and Farzipoor Saen, R. (2012) 'Developing a chance-constrained free replicability hull model for supplier selection', International Journal of Logistics Systems and Management, Vol. 12, No. 4, pp.375-394.
6. Azadi, M., Mirhedayatian, S.M. and Farzipoor Saen, R. (2013) 'A new fuzzy goal directed benchmarking for supplier selection', International Journal of Services and Operations Management, Vol. 14, No. 3, pp.321-335.
7. Bakos, J.Y. (1991) 'Information links and electronic marketplaces: the role of interorganizational information systems in vertical markets', Journal of Management Information Systems, Vol. 8, No. 2, pp.15-34.
8. Banfield, E. (1999) Harnessing Value in the Supply Chain-Strategic Sourcing in Action, John Wiley, New York.
9. Barret, M. and Oliveira, A. (2001) 'Exploring the experiences of collaborative planning initiatives', International Journal of Physical Distribution and Logistics Management, Vol. 31, No. 4, pp.266-289.
10. Bokor, Z. (2008) 'Supporting logistics decisions by using cost and performance management tools', Periodica Polytechnica Series. Transportation Engineering, Vol. 36, Nos. 1-2, pp.33-39.
11. Buyukozkan, G. and Çifci, G. (2012) 'A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers', Expert Systems with Applications, Vol. 39, No. 3, pp.3000-3011.
12. Chai, J. and Liu, J.N.K. (2014) 'A novel believable rough set approach for supplier selection', Expert Systems with Applications, Vol. 41, No. 1, pp.92-104.
13. Chen, Y.J. (2011) 'Structured methodology for supplier selection and evaluation in a supply chain', Information Sciences, Vol. 181, No. 9, pp.1651-1670.
14. Chen-Yi, H. and Gwo-Hshiung, T. (2007) 'FMCDM with fuzzy DEMATEL approach for customers choice behavior model', International Journal of Fuzzy Systems, Vol. 9, No. 4, pp.236-246.
15. Chou, Y.C., Sun, C.C. and Yen, H.Y. (2012) 'Evaluating the criteria for human resource for science and technology (HRST) based on an integrated fuzzy AHP and fuzzy DEMATEL approach', Applied Soft Computing, Vol. 12, No. 1, pp.64-71.
16. Choudhary, M. and Seth, N. (2011) 'Integration of green practices in supply chain environment the practices of inbound, operational, outbound and reverse logistics', International Journal of Engineering Science and Technology, Vol. 3, No. 6, pp.4985-4993.
17. Davis, E.W. and Spekman, R.E. (2004) The Extended Enterprise, Prentice Hall PTR, Upper Saddle River, NJ.
18. Deng, S., Aydin, R., Kwong, C.K. and Huang, Y. (2014a) 'Integrated product line design and supplier selection: a multi-objective optimization paradigm', Computers & Industrial Engineering, Vol. 70, pp.150-158.
19. Deng, X., Hu, Y., Deng, Y. and Mahadevan, S. (2014b) 'Supplier selection using AHP methodology extended by D numbers', Expert Systems with Applications, Vol. 41, No. 1, pp.156-167.
20. Graves, S.C., Kletter, D.B. and Hetzel, W.B. (1998) 'A dynamic model for requirements planning with application to supply chain optimization', Operations Research, Vol. 46, No. 3, pp.S35-S49.
21. Guo, C. and Li, X. (2014) 'A multi-echelon inventory system with supplier selection and order allocation under stochastic demand', International Journal of Production Economics, Vol. 151, pp.37-47.
22. Guo, X., Zhu, Z. and Shi, J. (2014) 'Integration of semi-fuzzy SVDD and CC-rule method for supplier selection', Expert Systems with Applications, Vol. 41, No. 4, pp2083-2097.
23. Gupta, M. and Narain, R. (2012) 'A survey on supplier relationship in e-procurement in Indian organisations', International Journal of Logistics Systems and Management, Vol. 12, No. 1, pp.89-121.
24. Hammami, R., Temponi, C. and Ferin, Y. (2014) 'A scenario-based stochastic model for supplier selection in global context with multiple buyers, currency fluctuation uncertainties, and price discounts', European Journal of Operational Research, Vol. 233, No. 1, pp.159-170.
25. Hasan, M.A., 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.
26. Hsu, C.W. and Hu, A.H. (2009) 'Applying hazardous substance management to supplier selection using analytic network process', Journal of Cleaner Production, Vol. 17, No. 2, pp.255-264.
27. Hu, A.H. and Hsu, C.W. (2010) 'Critical factors for implementing green supply chain management practice: an empirical study of electrical and electronics industries in Taiwan', Management Research Review, Vol. 33, No. 6, pp.586-608.
28. Huang, S. and Keskar, H. (2007) 'Comprehensive and configurable metrics for supplier selection', International Journal of Production Economics, Vol. 105, No. 2, pp.510-523.
29. Jadidi, O., Zolfaghari, S. and Cavalieri, S. (2014) 'A new normalized goal programming model for multi-objective problems: a case of supplier selection and order allocation', International Journal of Production Economics, Vol. 148, pp.158-165.
30. Jain, D., Metri, B.A. and Aggarwal, V. (2011) 'Analytical modelling of multi stage convergent supply chain system under just-in-time', International Journal of Applied Management Science, Vol. 3, No. 2, pp.210-225.
31. Kannan, D., Govindan, K. and Rajendran, S. (2014) 'Fuzzy axiomatic design approach based green supplier selection: a case study from Singapore', Journal of Cleaner Production [online] http://dx.doi.org/10.1016/j.jclepro.2013.12.076 (accessed 20 May 2014).
32. Kar, A.K. (2014) 'Revisiting the supplier selection problem: an integrated approach for group decision support', Expert Systems with Applications, Vol. 41, No. 6, pp.2762-2771.
33. Khalili-Damghani, K., Dideh-Khani, H. and Sadi-Nezhad, S. (2013) 'A two-stage approach based on ANFIS and fuzzy goal programming for supplier selection', International Journal of Applied Decision Sciences, Vol. 6, No. 1, pp.1-14.
34. Kiani Mavi, R. (2014) 'Green supplier selection: a fuzzy AHP and fuzzy ARAS approach', International Journal of Services and Operations Management, in press.
35. Kiani Mavi, R., Kazemi, S., Fallahian Najafabadi, A. and Bemani Mousaabadi, H. (2013) 'Identification and assessment of logistical factors to evaluate a green supplier using the fuzzy logic DEMATEL method', Polish Journal of Environmental Studies, Vol. 22, No. 2, pp.445-455.
36. Kumar, A., Jain, V. and Kumar, S. (2014) 'A comprehensive environment friendly approach for supplier selection', Omega, Vol. 42, No. 1, pp.109-123.
37. Lee, A.H.I., Chen, W.C. and Chang, C.J. (2008) 'A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan', Expert Systems with Applications, Vol. 34, No. 1, pp.96-107.
38. Lee, A.H.I., Kang, Y., Hsu, H.C.F. and Hung, H.C. (2009) 'A green supplier selection model for high-tech industry', Expert Systems with Applications, Vol. 36, No. 4, pp.7917-7927.
39. Liaoa, Z. and Rittscherb, J. (2007) 'A multi-objective supplier selection model under stochastic demand conditions', International Journal of Production Economics, Vol. 105, No. 1, pp.150-159.
40. Liu, H.T. (2009) 'The extension of fuzzy QFD: from product planning to part deployment', Expert Systems with Applications, Vol. 36, No. 8, pp.11131-11144.
41. Mangla, S., Madaan, J., Sarma, P.R.S. and Gupta, M.P. (2014) 'Multi-objective decision modelling using interpretive structural modelling for green supply chains', International Journal of Logistics Systems and Management, Vol. 17, No. 2, pp.125-142.
42. Maurya, A.H., Narkhede, B.E., Raut, R.D. and Shrawge, A.S. (2013) 'Supplier selection in supply chain using analytical hierarchy process', International Journal of Productivity and Quality Management, Vol. 11, No. 3, pp.357-369.
43. Mentzer, J.T., Flint, D.J. and Hult, G.T.M. (2001) 'Logistics service quality as a segment-customized process', Journal of Marketing, Vol. 65, No. 4, pp.82-104.
44. Mukherjee, K. Sarkar, B. and Bhattacharyya, A. (2013) 'Supplier selection by F-compromise method: a case study of cement industry of NE India', International Journal of Computational Systems Engineering, Vol. 1, No. 3, pp.162-174.
45. Narasimhan, R. and Kim, S.W. (2002) 'Effect of supply chain integration on the relationship between diversification and performance: evidence from Japanese and Korean firms', Journal of Operations Management, Vol. 20, No. 3, pp.303-323.
46. Noorizadeh, A., Mahdiloo, M. and Farzipoor Saen, R. (2012) 'A data envelopment analysis model for selecting suppliers in the presence of both dual-role factors and non-discretionary inputs', International Journal of Information and Decision Sciences, Vol. 4, No. 4, pp.371-389.
47. Özdagoglu, A. and Özdagoglu, G. (2007) 'Comparison of AHP and FUZZY AHP for the multi-criteria decision making processes with linguistic evaluations', Istanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, Vol. 6, No. 11, pp.65-85.
48. Poirier, C.C. and Bauer, M.J. (2000) E-Supply Chain: Using the Internet to Revoltionize Your Business: How Market Leaders Focus Their Entire Organization to Driving Value to Customers, Berrett-Koehler Publishers, San Francisco.
49. Qian, L. (2014) 'Market-based supplier selection with price, delivery time, and service level dependent demand', International Journal of Production Economics, Vol. 147, Part C, pp.697-706.
50. Raafat, F., Judge, J. and Shrimali, L. (2012) 'Analysis of success factors in supplier development', International Journal of Logistics Economics and Globalisation, Vol. 4, No. 4, pp.289-308.
51. Rao P. and Holt, D. (2005) 'Do green supply chains lead to competitiveness and economic performance?', International Journal of Operations & Production Management, Vol. 25, No. 9, pp.898-916.
52. Samuel, K.E., Goury, M.L., Gunasekaran, A. and Spalanzani, A. (2011) 'Knowledge management in supply chain: an empirical study from France', The Journal of Strategic Information Systems, Vol. 20, No. 3, pp.283-306.
53. Sandeep, M., Kumanan, S. and Vinodh, S. (2011) 'Supplier selection using combined AHP and GRA for a pump manufacturing industry', International Journal of Logistics Systems and Management, Vol. 10, No. 1, pp.40-52.
54. Sarkis, J. and Talluri, S. (2002) 'A model for strategic supplier selection', Journal of Supply Chain Management, Vol. 38, No. 4, pp.18-28.
55. Sarkis, J., Zhu, Q. and Lai, K.H. (2011) 'An organizational theoretic review of green supply chain management literature', International Journal of Production Economics, Vol. 130, No. 1, pp.1-15.
56. Sawik, T. (2014) 'Joint supplier selection and scheduling of customer orders under disruption risks: single vs. dual sourcing', Omega, Vol. 43, pp.83-95.
57. Shaharudin, M.R., Zailani, S. and Ismail, M. (2014) 'Third party logistics orchestrator role in reverse logistics and closed-loop supply chains', International Journal of Logistics Systems and Management, Vol. 18, No. 2, pp.200-215.
58. Smith, A.D. and Rupp, W.T. (2013) 'Supply supplier integration, procurement, and outsourcing: case study of SCM social capital benefits', International Journal of Logistics Systems and Management, Vol. 14, No. 2, pp.221-241.
59. Somuyiwa, A.O. (2010) Analysis of Logistics Cost in the Supply Chain Management of Manufacturing Companies in Southwestern Nigeria, 2002-2006, Unpublished PhD thesis, Olabisi Onabanjo University, Ago-Iwoye.
60. Srivastava, S.K. (2007) 'Green supply-chain management: a state-of-the-art literature review', International Journal of Management Reviews, Vol. 9, No. 1, pp.53-80.
61. Tavana, M., Fazlollahtabar, H. and Hajmohammadi, H. (2012) 'Supplier selection and order allocation with process performance index in supply chain management', International Journal of Information and Decision Sciences, Vol. 4, No. 4, pp.329-349.
62. Tseng, M.L. (2011) 'Green supply chain management with linguistic preferences and incomplete information', Applied Soft Computing, Vol. 11, No. 8, pp.4894-4903.
63. Tseng, M.L., Lin, Y.H. and Chiu, A.S.F. (2009) 'Fuzzy AHP-based study of cleaner production implementation in Taiwan PWB manufacturer', Journal of Cleaner Production, Vol. 17, No. 14, pp.1249-1256.
64. Tseng, M.l., Wu, K.J. and Nguyen, T.T. (2011) 'Information technology in supply chain management: a case study', Procedia-Social and Behavioral Sciences, Vol. 25, pp.257-272.
65. Ware, N.R., Singh, S.P. and Banwet, D.K. (2014) 'A mixed-integer non-linear program to model dynamic supplier selection problem', Expert Systems with Applications, Vol. 41, No. 2, pp.671-678.
66. Wright, R. (2013) 'Supply chain strategies of manufacturers in Romania', International Journal of Applied Management Science, Vol. 5, No. 1, pp.80-99.
67. Wu, W.W. (2012) 'Segmenting critical factors for successful knowledge management implementation using the fuzzy DEMATEL method', Applied Soft Computing, Vol. 12, No. 1, pp.527-535.
68. Xiao, T. and Shi, J. (2012) 'Price, capacity, and lead-time decisions for a make-to-order supply chain with two production modes', International Journal of Applied Management Science, Vol. 4, No. 2, pp.107-129.
69. Xiao, T., Cai, X. and Jin, J. (2010) 'Pricing and effort investment decisions of a supply chain considering customer satisfaction', International Journal of Applied Management Science, Vol. 2, No. 1, pp.1-19.
70. Yang, Y.P.O., Shieh, H.M., Leu, J.D. and Tzeng, G.H. (2008) 'A novel hybrid MCDM model combined with DEMATEL and ANP with applications', International Journal of Operations Research, Vol. 5, No. 3, pp.160-168.
71. Yazici, H.J. (2013) 'Supplier perceptions of knowledge sharing in buyer-supplier relationships: a service example', International Journal of Logistics Systems and Management, Vol. 16, No. 3, pp.315-339.
72. Zhang, C., Mondragon, A.E.C. and Feng, Y. (2013) 'Methodological review of logistics and supply chain management research in China', International Journal of Applied Management Science, Vol. 5, No. 3, pp.200-216.
73. Zhu, Q., Geng, Y., Fujita, T. and Hashimoto, S. (2010) 'Green supply chain management in leading manufacturers case studies in Japanese large companies', Management Research Review, Vol. 33, No. 4, pp.380-392.
74. Zhu, X. and Cui, Y. (2013) 'An empirical model of supplier relation and management for better quality', International Journal of Applied Management Science, Vol. 5, No. 3, pp.217-233.