How to cite this paper
Nourbakhsh, V., Ahmadi, A & Mahootchi, M. (2013). Considering supply risk for supplier selection using an integrated framework of data envelopment analysis and neural networks.International Journal of Industrial Engineering Computations , 4(2), 273-284.
Refrences
Alizadeh, M., Gharakhani, M., Fotoohi, E., & Rada, R. (2011). Design and analysis of experiments in ANFIS modeling for stock price prediction. International Journal of Industrial Engineering Computations, 2(2), 409-418.
Azar, A., Olfat, L., Khosravani, F., & Jalali, R. (2011). A BSC method for supplier selection strategy using TOPSIS and VIKOR: A case study of part maker industry. Management Science Letters, 1(4), 559-568.
Berger, P.D., Gerstenfeld, A., & Zeng, A.Z. (2004). How many suppliers are best? A decision-analysis approach. Omega, 32(1), 9-15.
Caballer-Tarazona M., Moya-Clemente I., Vivas-Consuelo D., Barrachina-Mart?nez, I. (2010). A model to measure the efficiency of hospital performance. Mathematical and Computer Modelling, 52(7), 1095-1102.
Chan, F. T. S., & Chan, H. K. (2010). An AHP model for selection of suppliers in the fast changing fashion market. The International Journal of Advanced Manufacturing Technology, 51(9), 1195-1207.
Charnes, A., Cooper, W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429-444.
Cybenko, G. (1989). Approximation by super positions of a sigmoidal function. Mathematics of Control, Signals, and Systems, 2(4), 303-314.
Dickson, G.W. (1966). An analysis of vendor selection systems and decisions. Journal of Purchasing, 2(1), 5-17.
Ellram, L.M. (1990). The supplier selection decision in strategic partnerships. Journal of Purchasing and Materials Management, 26(4), 8-14.
Gheidar Kheljani, J., Ghodsypour, S., & O & apos; Brien, C. (2009). Optimizing whole supply chain benefit versus buyer & apos; s benefit through supplier selection. International Journal of Production Economics, 121(2), 482-493.
Ho, W., Xu X., & Dey, P.K. (2010). Multi-criteria decision making approaches for supplier evaluation and selection: A literature review. European Journal of Operational Research, 202(1), 16-24.
Jafari Songhori, M., Tavana M., Azadeh, A., & Khakbaz, M. H. (2011). A supplier selection and order allocation model with multiple transportation alternatives. The International Journal of Advanced Manufacturing Technology, 52(1), 365-376.
Karray, F. O., & De Silva, C. W. (2004). Soft computing and intelligent systems design: theory, tools, and applications: Addison-Wesley.
Levary, R.R. (2008). Using the analytic hierarchy process to rank foreign suppliers based on supply risks. Computers and Industrial Engineering, 55(2), 535-542.
Li, L. & Zabinsky, Z.B. (2011). Incorporating uncertainty into a supplier selection problem. International Journal of Production Economics, 134(2), 344-356.
Liu, J., Ding, F.Y., & Lall, V. (2000). Using data envelopment analysis to compare suppliers for supplier selection and performance improvement. Supply Chain Management: An International Journal, 5(3), 143-150.
Liu, J. S., Lu, L. Y. Y., Lu, W.-M., & Lin, B. J. Y. (2013). A survey of DEA applications. Omega, 41(5), 893–902.
Moqri, M. M., Moshref Javadi, M., & Yazdian, S. A. (2011). Supplier selection and order lot sizing using dynamic programming. International Journal of Industrial Engineering Computations, 2(2), 319-328.
Muralidharan, C., Anantharaman, N., & Deshmukh, S. (2002). A Multi-Criteria Group Decision making model for supplier rating. Journal of Supply Chain Management, 38(4), 22-33.
Narasimhan, R., Talluri, S., Mahapatra, S.K. (2006). Multi-product, multi-criteria model for supplier selection with product life cycle considerations. Decision Sciences, 37(4), 577-603.
Narasimhan, R., Talluri, S., & Mendez, D. (2001). Supplier evaluation and rationalization via data envelopment analysis: an empirical examination. Journal of Supply Chain Management, 37(3), 28-37.
Ng, W.L. (2008). An efficient and simple model for multiple criteria supplier selection problem. European Journal of Operational Research, 186(3), 1059-1067.
Nydick, R. L., & Hill, R. P. (1992). Using the analytic hierarchy process to structure the vendor selection procedure. International Journal of Purchasing and Materials Management, 28(2), 31-36.
Pochard, S. (2003). Managing risks of supply-chain disruptions: dual sourcing as a real option. Citeseer.
Ramanathan, R. (2007). Supplier selection problem: integrating DEA with the approaches of total cost of ownership and AHP. Supply Chain Management: An International Journal, 12(4), 258-261.
Reuters (2005). BMW to recall 20,000 cars with faulty Bosch part, Press release on February 2, 2005.
Ruiz-Torres, A.J., & Mahmoodi, F. (2007). The optimal number of suppliers considering the costs of individual supplier failures. Omega, 35(1), 104-115.
Rumelhart, D. E., Hintont, G. E., & Williams, R. J. (1986). Learning representations by back-propagating errors. Nature, 323(6088), 533-536.
Sadjadi, S., & Omrani, H. (2008). Data envelopment analysis with uncertain data: An application for Iranian electricity distribution companies. Energy Policy, 36(11), 4247-4254.
Sadjadi, S., & Omrani, H. (2010). A bootstrapped robust data envelopment analysis model for efficiency estimating of telecommunication companies in Iran. Telecommunications Policy, 34(4), 221-232.
Sadjadi, S., Omrani, H., Abdollahzadeh, S., Alinaghian, M., & Mohammadi, H. (2011). A robust super-efficiency data envelopment analysis model for ranking of provincial gas companies in Iran. Expert Systems with Applications, 38(9), 10875-10881.
Sadjadi, S., Omrani, H., Makui, A., & Shahanaghi, K. (2011). An interactive robust data envelopment analysis model for determining alternative targets in Iranian electricity distribution companies. Expert Systems with Applications, 38(8), 9830-9839.
Samarasinghe, S. (2006). Neural networks for applied sciences and engineering: from fundamentals to complex pattern recognition: Auerbach Publications.
Schalkoff, R.J. (1997). Artificial neural networks. McGraw-Hill Companies.
Seydel, J. (2006). Data envelopment analysis for decision support. Industrial Management and Data Systems, 106(1), 81-95.
Sharma S., and Gupta S. (2010). Malmquist productivity and efficiency analysis for banking industry in India. International Journal of Business Excellence, 3(1), 65-76.
Sheffi, Y. (2005). The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage. Cambridge, MA: MIT Press.
Talluri, S., & Narasimhan, R. (2003). Vendor evaluation with performance variability: a max-min approach. European Journal of Operational Research, 146(3), 543-552.
Timmerman, E. (1987). An approach to vendor performance evaluation. Engineering Management Review, IEEE, 15(3), 14-20.
Wall Street Journal (2001). Trail by Fire: A Blaze in Albuquerque Sets off Major Crisis for Cell-phone Giants. Press release on January 29, 2001.
Werbos, P. (1974). Beyond regression: new tools for prediction and analysis in the behavioral sciences. PhD, Harvard.
Xu, N., & Nozick, L. (2009). Modeling supplier selection and the use of option contracts for global supply chain design. Computers and Operations Research, 36(10), 2786-2800.
Zande Hesami, H., Afshari, M.A., Ayazi, S.A., & Siahkali Moradi, J. (2011). A hybrid analytical network process and fuzzy goal programming for supplier selection: A case study of auto part maker. Management Science Letters, 1(4), 583-594.
Azar, A., Olfat, L., Khosravani, F., & Jalali, R. (2011). A BSC method for supplier selection strategy using TOPSIS and VIKOR: A case study of part maker industry. Management Science Letters, 1(4), 559-568.
Berger, P.D., Gerstenfeld, A., & Zeng, A.Z. (2004). How many suppliers are best? A decision-analysis approach. Omega, 32(1), 9-15.
Caballer-Tarazona M., Moya-Clemente I., Vivas-Consuelo D., Barrachina-Mart?nez, I. (2010). A model to measure the efficiency of hospital performance. Mathematical and Computer Modelling, 52(7), 1095-1102.
Chan, F. T. S., & Chan, H. K. (2010). An AHP model for selection of suppliers in the fast changing fashion market. The International Journal of Advanced Manufacturing Technology, 51(9), 1195-1207.
Charnes, A., Cooper, W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2, 429-444.
Cybenko, G. (1989). Approximation by super positions of a sigmoidal function. Mathematics of Control, Signals, and Systems, 2(4), 303-314.
Dickson, G.W. (1966). An analysis of vendor selection systems and decisions. Journal of Purchasing, 2(1), 5-17.
Ellram, L.M. (1990). The supplier selection decision in strategic partnerships. Journal of Purchasing and Materials Management, 26(4), 8-14.
Gheidar Kheljani, J., Ghodsypour, S., & O & apos; Brien, C. (2009). Optimizing whole supply chain benefit versus buyer & apos; s benefit through supplier selection. International Journal of Production Economics, 121(2), 482-493.
Ho, W., Xu X., & Dey, P.K. (2010). Multi-criteria decision making approaches for supplier evaluation and selection: A literature review. European Journal of Operational Research, 202(1), 16-24.
Jafari Songhori, M., Tavana M., Azadeh, A., & Khakbaz, M. H. (2011). A supplier selection and order allocation model with multiple transportation alternatives. The International Journal of Advanced Manufacturing Technology, 52(1), 365-376.
Karray, F. O., & De Silva, C. W. (2004). Soft computing and intelligent systems design: theory, tools, and applications: Addison-Wesley.
Levary, R.R. (2008). Using the analytic hierarchy process to rank foreign suppliers based on supply risks. Computers and Industrial Engineering, 55(2), 535-542.
Li, L. & Zabinsky, Z.B. (2011). Incorporating uncertainty into a supplier selection problem. International Journal of Production Economics, 134(2), 344-356.
Liu, J., Ding, F.Y., & Lall, V. (2000). Using data envelopment analysis to compare suppliers for supplier selection and performance improvement. Supply Chain Management: An International Journal, 5(3), 143-150.
Liu, J. S., Lu, L. Y. Y., Lu, W.-M., & Lin, B. J. Y. (2013). A survey of DEA applications. Omega, 41(5), 893–902.
Moqri, M. M., Moshref Javadi, M., & Yazdian, S. A. (2011). Supplier selection and order lot sizing using dynamic programming. International Journal of Industrial Engineering Computations, 2(2), 319-328.
Muralidharan, C., Anantharaman, N., & Deshmukh, S. (2002). A Multi-Criteria Group Decision making model for supplier rating. Journal of Supply Chain Management, 38(4), 22-33.
Narasimhan, R., Talluri, S., Mahapatra, S.K. (2006). Multi-product, multi-criteria model for supplier selection with product life cycle considerations. Decision Sciences, 37(4), 577-603.
Narasimhan, R., Talluri, S., & Mendez, D. (2001). Supplier evaluation and rationalization via data envelopment analysis: an empirical examination. Journal of Supply Chain Management, 37(3), 28-37.
Ng, W.L. (2008). An efficient and simple model for multiple criteria supplier selection problem. European Journal of Operational Research, 186(3), 1059-1067.
Nydick, R. L., & Hill, R. P. (1992). Using the analytic hierarchy process to structure the vendor selection procedure. International Journal of Purchasing and Materials Management, 28(2), 31-36.
Pochard, S. (2003). Managing risks of supply-chain disruptions: dual sourcing as a real option. Citeseer.
Ramanathan, R. (2007). Supplier selection problem: integrating DEA with the approaches of total cost of ownership and AHP. Supply Chain Management: An International Journal, 12(4), 258-261.
Reuters (2005). BMW to recall 20,000 cars with faulty Bosch part, Press release on February 2, 2005.
Ruiz-Torres, A.J., & Mahmoodi, F. (2007). The optimal number of suppliers considering the costs of individual supplier failures. Omega, 35(1), 104-115.
Rumelhart, D. E., Hintont, G. E., & Williams, R. J. (1986). Learning representations by back-propagating errors. Nature, 323(6088), 533-536.
Sadjadi, S., & Omrani, H. (2008). Data envelopment analysis with uncertain data: An application for Iranian electricity distribution companies. Energy Policy, 36(11), 4247-4254.
Sadjadi, S., & Omrani, H. (2010). A bootstrapped robust data envelopment analysis model for efficiency estimating of telecommunication companies in Iran. Telecommunications Policy, 34(4), 221-232.
Sadjadi, S., Omrani, H., Abdollahzadeh, S., Alinaghian, M., & Mohammadi, H. (2011). A robust super-efficiency data envelopment analysis model for ranking of provincial gas companies in Iran. Expert Systems with Applications, 38(9), 10875-10881.
Sadjadi, S., Omrani, H., Makui, A., & Shahanaghi, K. (2011). An interactive robust data envelopment analysis model for determining alternative targets in Iranian electricity distribution companies. Expert Systems with Applications, 38(8), 9830-9839.
Samarasinghe, S. (2006). Neural networks for applied sciences and engineering: from fundamentals to complex pattern recognition: Auerbach Publications.
Schalkoff, R.J. (1997). Artificial neural networks. McGraw-Hill Companies.
Seydel, J. (2006). Data envelopment analysis for decision support. Industrial Management and Data Systems, 106(1), 81-95.
Sharma S., and Gupta S. (2010). Malmquist productivity and efficiency analysis for banking industry in India. International Journal of Business Excellence, 3(1), 65-76.
Sheffi, Y. (2005). The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage. Cambridge, MA: MIT Press.
Talluri, S., & Narasimhan, R. (2003). Vendor evaluation with performance variability: a max-min approach. European Journal of Operational Research, 146(3), 543-552.
Timmerman, E. (1987). An approach to vendor performance evaluation. Engineering Management Review, IEEE, 15(3), 14-20.
Wall Street Journal (2001). Trail by Fire: A Blaze in Albuquerque Sets off Major Crisis for Cell-phone Giants. Press release on January 29, 2001.
Werbos, P. (1974). Beyond regression: new tools for prediction and analysis in the behavioral sciences. PhD, Harvard.
Xu, N., & Nozick, L. (2009). Modeling supplier selection and the use of option contracts for global supply chain design. Computers and Operations Research, 36(10), 2786-2800.
Zande Hesami, H., Afshari, M.A., Ayazi, S.A., & Siahkali Moradi, J. (2011). A hybrid analytical network process and fuzzy goal programming for supplier selection: A case study of auto part maker. Management Science Letters, 1(4), 583-594.