A hybrid service supplier selection approach based on variable precision rough set and VIKOR for developing product service system

References

• Araz, C., and I. Ozkarahan. 2007. “Supplier Evaluation and Management System for Strategic Sourcing Based on a New Multicriteria Sorting Procedure.” International Journal of Production Economics 106 (2): 585–606. doi:10.1016/j.ijpe.2006.08.008.
   Web of Science ®Google Scholar
• Atanassov, K. T. 1986. “Intuitionistic Fuzzy Sets.” Fuzzy Sets and Systems 20 (1): 87–96. doi:10.1016/S0165-0114(86)80034-3.
   Web of Science ®Google Scholar
• Beynon, M. J., and M. J. Peel. 2001. “Variable Precision Rough Set Theory and Data Discretisation: An Application to Corporate Failure Prediction.” Omega 29 (6): 561–576. doi:10.1016/S0305-0483(01)00045-7.
   Web of Science ®Google Scholar
• Boran, F. E., S. Genç, M. Kurt, and D. Akay. 2009. “A Multi-Criteria Intuitionistic Fuzzy Group Decision Making for Supplier Selection with TOPSIS Method.” Expert Systems with Applications 36 (8): 11363–11368. doi:10.1016/j.eswa.2009.03.039.
   Web of Science ®Google Scholar
• Bordogna, G., M. Fedrizzi, and G. Pasi. 1997. “A Linguistic Modeling of Consensus in Group Decision Making Based on OWA Operators.” IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans 27 (1): 126–133. doi:10.1109/3468.553232.
   Web of Science ®Google Scholar
• Burger, C. J., M. Dohnal, M. Kathrada, and R. Law. 2001. “A Practitioners Guide to Time-Series Methods for Tourism Demand Forecasting – A Case Study of Durban, South Africa.” Tourism Management 22 (4): 403–409. doi:10.1016/S0261-5177(00)00068-6.
   Web of Science ®Google Scholar
• Bustince, H., and P. Burillo. 1996. “Vague Sets are Intuitionistic Fuzzy Sets.” Fuzzy Sets and Systems 79 (3): 403–405. doi:10.1016/0165-0114(95)00154-9.
   Web of Science ®Google Scholar
• Büyüközkan, G. 2012. “An Integrated Fuzzy Multi-Criteria Group Decision-Making Approach for Green Supplier Evaluation.” International Journal of Production Research 50 (11): 2892–2909. doi:10.1080/00207543.2011.564668.
   Web of Science ®Google Scholar
• Chai, J., J. N. Liu, and E. W. Ngai. 2013. “Application of Decision-Making Techniques in Supplier Selection: A Systematic Review of Literature.” Expert Systems with Applications 40 (10): 3872–3885. doi:10.1016/j.eswa.2012.12.040.
   Web of Science ®Google Scholar
• Chang, C.-W., C.-R. Wu, and H.-L. Lin. 2008. “Integrating Fuzzy Theory and Hierarchy Concepts to Evaluate Software Quality.” Software Quality Journal 16 (2): 263–276. doi:10.1007/s11219-007-9035-2.
   Web of Science ®Google Scholar
• Chaudhry, S. S., F. G. Forst, and J. L. Zydiak. 1993. “Vendor Selection with Price Breaks.” European Journal of Operational Research 70 (1): 52–66. doi:10.1016/0377-2217(93)90232-C.
   Web of Science ®Google Scholar
• Chen, C.-T., C.-T. Lin, and S.-F. Huang. 2006. “A Fuzzy Approach for Supplier Evaluation and Selection in Supply Chain Management.” International Journal of Production Economics 102 (2): 289–301. doi:10.1016/j.ijpe.2005.03.009.
   Web of Science ®Google Scholar
• Chen, S., and J. Tan. 1994. “Handling Multi Criteria Fuzzy Decision-Making Problems Based on Vague Set Theory.” Fuzzy Sets and Systems 67 (2): 163–172. doi:10.1016/0165-0114(94)90084-1.
   Web of Science ®Google Scholar
• Chou, C.-C., L.-J. Liu, S.-F. Huang, J.-M. Yih, and T.-C. Han. 2011. “An Evaluation of Airline Service Quality Using the Fuzzy Weighted SERVQUAL Method.” Applied Soft Computing 11 (2): 2117–2128. doi:10.1016/j.asoc.2010.07.010.
   Web of Science ®Google Scholar
• Dalalah, D., M. Hayajneh, and F. Batieha. 2011. “A Fuzzy Multi-Criteria Decision Making Model for Supplier Selection.” Expert Systems with Applications 38 (7): 8384–8391. doi:10.1016/j.eswa.2011.01.031.
   Web of Science ®Google Scholar
• Deng, W., W. Chen, and W. Pei. 2008. “Back-Propagation Neural Network Based Importance–Performance Analysis for Determining Critical Service Attributes.” Expert Systems with Applications 34 (2): 1115–1125. doi:10.1016/j.eswa.2006.12.016.
   Web of Science ®Google Scholar
• Ellram, L. 1990. “The Supplier Selection Decision in Strategic Partnerships.” Journal of Purchasing and Material Management 26 (1): 8–14.
   Google Scholar
• Ertay, T., A. Kahveci, and R. M. Tabanlı. 2011. “An Integrated Multi-Criteria Group Decision-Making Approach to Efficient Supplier Selection and Clustering Using Fuzzy Preference Relations.” International Journal of Computer Integrated Manufacturing 24 (12): 1152–1167. doi:10.1080/0951192X.2011.615342.
   Web of Science ®Google Scholar
• Evans, S., P. J. Partidário, and J. Lambert. 2007. “Industrialization as a Key Element of Sustainable Product-Service Solutions.” International Journal of Production Research 45 (18–19): 4225–4246. doi:10.1080/00207540701449999.
   Web of Science ®Google Scholar
• Feng, C. X., J. Wang, and J.-S. Wang. 2001. “An Optimization Model for Concurrent Selection of Tolerances and Suppliers.” Computers and Industrial Engineering 40 (1–2): 15–33. doi:10.1016/S0360-8352(00)00047-4.
   Web of Science ®Google Scholar
• Gau, W., and D. Buehrer. 1993. “Vague Sets.” IEEE Transactions on Systems, Man and Cybernetics 23 (2): 610–614. doi:10.1109/21.229476.
   Web of Science ®Google Scholar
• Geng, X., X. Chu, and Z. Zhang. 2010. “A New Integrated Design Concept Evaluation Approach Based on Vague Sets.” Expert Systems with Applications 37 (9): 6629–6638. doi:10.1016/j.eswa.2010.03.058.
   Web of Science ®Google Scholar
• Goedkoop, M. J., C. J. G. Van Halen, H. R. M. Te Riele, and P. J. M. Rommens. 1999. “Product Service Systems, Ecological and Economic Basis.” PricewaterhouseCoopers N.V./PiMC, Storrm C.S., Pre consultants.
   Google Scholar
• Hadi-Vencheh, A., and M. Niazi-Motlagh. 2011. “An Improved Voting Analytic Hierarchy Process–Data Envelopment Analysis Methodology for Suppliers Selection.” International Journal of Computer Integrated Manufacturing 24 (3): 189–197. doi:10.1080/0951192X.2011.552528.
   Web of Science ®Google Scholar
• Herrera, F., E. Herrera-Viedma, F. Chiclana. 2001. “Multiperson Decision-making Based on Multiplicative Preference Relations.” European Journal of Operational Research 129 (2): 372–385. doi:10.1016/S0377-2217(99)00197-6.
   Web of Science ®Google Scholar
• Ho, W., X. Xu, and P. K. Dey. 2010. “Multi-criteria Decision Making Approaches for Supplier Evaluation and Selection: A Literature Review.” European Journal of Operational Research 202 (1): 16–24. doi:10.1016/j.ejor.2009.05.009.
   Web of Science ®Google Scholar
• Huang, G. Q., T. Qu, R. Y. Zhong, Z. Li, H. D. Yang, Y. F. Zhang, X. Chen, P. Y. Jiang, and X. Chen. 2011. “Establishing Production Service System and Information Collaboration Platform for Mold and Die Products.” The International Journal of Advanced Manufacturing Technology 52 (9–12): 1149–1160. doi:10.1007/s00170-010-2762-8.
   Web of Science ®Google Scholar
• Huang, S., and H. Keskar. 2007. “Comprehensive and Configurable Metrics for Supplier Selection.” International Journal of Production Economics 105 (2): 510–523. doi:10.1016/j.ijpe.2006.04.020.
   Web of Science ®Google Scholar
• Hwang, C., and K. Yoon. 1981. Multiple Attribute Decision Making: Methods and Applications: A State-Of-The-Art Survey. New York: Springer-Verlag.
   Google Scholar
• Jun, Y. B. 2007. “Quotient Structures of Intuitionistic Fuzzy Finite State Machines.” Information Sciences 177 (22): 4977–4986. doi:10.1016/j.ins.2007.06.008.
   Web of Science ®Google Scholar
• Kao, C., and S.-T. Liu. 2000. “Fuzzy Efficiency Measures in Data Envelopment Analysis.” Fuzzy Sets and Systems 113: 427–437. doi:10.1016/S0165-0114(98)00137-7.
   Web of Science ®Google Scholar
• Kasirian, M. N., and R. M. Yusuff. 2013. “An Integration of a Hybrid Modified TOPSIS with a PGP Model for the Supplier Selection with Interdependent Criteria.” International Journal of Production Research 51 (4): 1037–1054. doi:10.1080/00207543.2012.663107.
   Web of Science ®Google Scholar
• Kuo, M.-S., and G.-S. Liang. 2011. “Combining VIKOR with GRA Techniques to Evaluate Service Quality of Airports under Fuzzy Environment.” Expert Systems with Applications 38: 1304–1312. doi:10.1016/j.eswa.2010.07.003.
   Web of Science ®Google Scholar
• Kuo, R. J., and Y. J. Lin. 2012. “Supplier Selection Using Analytic Network Process and Data Envelopment Analysis.” International Journal of Production Research 50 (11): 2852–2863. doi:10.1080/00207543.2011.559487.
   Web of Science ®Google Scholar
• Liou, J. J., and Y.-T. Chuang. 2010. “Developing a Hybrid Multi-Criteria Model for Selection of Outsourcing Providers.” Expert Systems with Applications 37 (5): 3755–3761. doi:10.1016/j.eswa.2009.11.048.
   Web of Science ®Google Scholar
• Liu, H.-W., and G.-J. Wang. 2007. “Multi-Criteria Decision-Making Methods Based on Intuitionistic Fuzzy Sets.” European Journal of Operational Research 179 (1): 220–233. doi:10.1016/j.ejor.2006.04.009.
   Web of Science ®Google Scholar
• Lo, C., P. Wang, and K. Chao. 2006. “A Fuzzy Group-Preferences Analysis Method for New-Product Development.” Expert Systems with Applications 31 (4): 826–834. doi:10.1016/j.eswa.2006.01.005.
   Web of Science ®Google Scholar
• MacDonald, M., and A. Payne 2006. Marketing Plans for Service Businesses. A Complete Guide. 2nd ed. Oxford: Butterworth Heinemann. ISBN-10: 0-750-66746-X.
   Google Scholar
• Matzen, D., A. R. Tan, and M. M. Andreasen. 2005. “Product/Service-Systems: Proposal for Models and Terminology.” In 16th Symposium “Design for X”, Neukirchen, 27–38. Erlangen: Harald Meerkamm/Lehrstuhl für Konstruktionstechnik.
   Google Scholar
• Mont, O. 2002. “Clarifying the Concept of Product-Service System.” Journal of Cleaner Production 10 (3): 237–245. doi:10.1016/S0959-6526(01)00039-7.
   Web of Science ®Google Scholar
• Narasimhan, R., S. Talluri, and D. Mendez. 2001. “Supplier Evaluation and Rationalization via Data Envelopment Analysis: An Empirical Examination.” The Journal of Supply Chain Management 37 (3): 28–37. doi:10.1111/j.1745-493X.2001.tb00103.x.
   Google Scholar
• Ni, M., X. Xu, and S. Deng. 2007. “Extended QFD and Data-Mining-Based Methods for Supplier Selection in Mass Customization.” International Journal of Computer Integrated Manufacturing 20 (2–3): 280–291. doi:10.1080/09511920601150651.
   Web of Science ®Google Scholar
• Opricovic, S. 1998. Multi-Criteria Optimization of Civil Engineering Systems. Belgrade: Faculty of Civil Engineering.
   Google Scholar
• Opricovic, S., and G.-H. Tzeng. 2004. “Compromise Solution by MCDM Methods: A Comparative Analysis of VIKOR and TOPSIS.” European Journal of Operational Research 156: 445–455. doi:10.1016/S0377-2217(03)00020-1.
   Web of Science ®Google Scholar
• Pakdila, F., and Ö. Aydın. 2007. “Expectations and Perceptions in Airline Services: An Analysis Using Weighted SERVQUAL Scores.” Journal of Air Transport Management 13: 229–237. doi:10.1016/j.jairtraman.2007.04.001.
   Web of Science ®Google Scholar
• Parasuraman, A., V. Zeithaml, and L. Berry. 1988. “SERVQUAL: A Multiple-item Scale for Measuring Consumer Perceptions of Service Quality.” Journal of Retailing 64: 12–40.
   Web of Science ®Google Scholar
• Pawlak, Z. 1982. “Rough Sets.” International Journal of Computer and Information Sciences 11: 341–356. doi:10.1007/BF01001956.
   Web of Science ®Google Scholar
• Rodríguez, A., F. Ortega, and R. Concepción. 2013. “A Method for the Selection of Customized Equipment Suppliers.” Expert Systems with Applications 40 (4): 1170–1176. doi:10.1016/j.eswa.2012.08.021.
   Web of Science ®Google Scholar
• Rosenthal, E. C., J. L. Zydiak, and S. S. Chaudhry. 1995. “Vendor Selection with Bundling.” Decision Sciences 26 (1): 35–48. doi:10.1111/j.1540-5915.1995.tb00836.x.
   Web of Science ®Google Scholar
• Roubens, M. 1997. “Fuzzy Sets and Decision Analysis.” Fuzzy Sets and Systems 90 (2): 199–206. doi:10.1016/S0165-0114(97)00087-0.
   Web of Science ®Google Scholar
• Sadrian, A. A., and Y. S. Yoon. 1994. “A Procurement Decision Support System in Business Volume Discount Environments.” Operations Research 42 (1): 14–23. doi:10.1287/opre.42.1.14.
   Web of Science ®Google Scholar
• Sanayei, A., S. F. Mousavi, and A. Yazdankhah. 2010. “ Group Decision Making Process for Supplier Selection with VIKOR under Fuzzy Environment.” Expert Systems with Applications 37: 24–30. doi:10.1016/j.eswa.2009.04.063.
   Web of Science ®Google Scholar
• Sayadi, M. K., M. Heydari, and K. Shahanaghi. 2009. “Extension of VIKOR Method for Decision Making Problem with Interval Numbers.” Applied Mathematical Modelling 33 (5): 2257–2262. doi:10.1016/j.apm.2008.06.002.
   Web of Science ®Google Scholar
• Sevkli, M. 2010. “An Application of the Fuzzy ELECTRE Method for Supplier Selection.” International Journal of Production Research 48 (12): 3393–3405. doi:10.1080/00207540902814355.
   Web of Science ®Google Scholar
• Shaw, K., R. Shankar, S. S. Yadav, and L. S. Thakur. 2012. “Supplier Selection Using Fuzzy AHP and Fuzzy Multi-Objective Linear Programming for Developing Low Carbon Supply Chain.” Expert Systems with Applications 39 (9): 8182–8192. doi:10.1016/j.eswa.2012.01.149.
   Web of Science ®Google Scholar
• Shemshadi, A., H. Shirazi, M. Toreihi, and M. J. Tarokh. 2011. “A Fuzzy VIKOR Method for Supplier Selection Based on Entropy Measure for Objective Weighting.” Expert Systems with Applications 38 (10): 12160–12167. doi:10.1016/j.eswa.2011.03.027.
   Web of Science ®Google Scholar
• Talluri, S., and R. Narasimhan. 2004. “A Methodology for Strategic Sourcing.” European Journal of Operational Research 154 (1): 236–250. doi:10.1016/S0377-2217(02)00649-5.
   Web of Science ®Google Scholar
• Talluri, S., and J. Sarkis. 2002. “A Model for Performance Monitoring of Suppliers.” International Journal of Production Research 40 (16): 4257–4269. doi:10.1080/00207540210152894.
   Web of Science ®Google Scholar
• Wang, T.-C., and H.-D. Lee. 2009. “Developing a Fuzzy TOPSIS Approach Based on Subjective Weights and Objective Weights.” Expert Systems with Applications 36 (5): 8980–8985. doi:10.1016/j.eswa.2008.11.035.
   Web of Science ®Google Scholar
• Weber, C. A., J. R. Current, and W. C. Benton. 1991. “Vendor Selection Criteria and Methods.” European Journal of Operational Research 50 (1): 2–18. doi:10.1016/0377-2217(91)90033-R.
   Web of Science ®Google Scholar
• Yager, R. 1988. “On Ordered Weighted Averaging Aggregation Operators in Multicriteria Decision Making.” IEEE Transactions on Systems, Man and Cybernetics 18 (1): 183–190. doi:10.1109/21.87068.
   Web of Science ®Google Scholar
• Yang, P. C., H. M. Wee, S. Pai, and Y. F. Tseng. 2011. “Solving a Stochastic Demand Multi-Product Supplier Selection Model with Service Level and Budget Constraints Using Genetic Algorithm.” Expert Systems with Applications 38 (12): 14773–14777. doi:10.1016/j.eswa.2011.05.041.
   Web of Science ®Google Scholar
• Yang, Y.-P., H.-M. Shieh, and G.-H. Tzeng. 2013. “A VIKOR Technique Based on DEMATEL and ANP for Information Security Risk Control Assessment.” Information Sciences 232: 482–500. doi:10.1016/j.ins.2011.09.012.
   Web of Science ®Google Scholar
• Ye, J. 2007. “Improved Method of Multi Criteria Fuzzy Decision-Making Based on Vague Sets.” Computer-Aided Design 39 (2): 164–169. doi:10.1016/j.cad.2006.11.005.
   Web of Science ®Google Scholar
• Yeh, W., and M. Chuang. 2011. “Using Multi-Objective Genetic Algorithm for Partner Selection in Green Supply Chain Problems.” Expert Systems with Applications 38 (4): 4244–4253. doi:10.1016/j.eswa.2010.09.091.
   Web of Science ®Google Scholar
• Zeithaml, V. A., A. Parasuraman, and L. L. Berry. 1990. Developing Quality Service: Balancing Customer Perception and Expectations. New York: The Free Press.
   Google Scholar
• Zeleny, M. 1982. Multiple Criteria Decision Making. New York: McGrawHill.
   Google Scholar
• Zhang, D., J. Zhang, K. Lai, and Y. Lu. 2009. “An Novel Approach to Supplier Selection Based on Vague Sets Group Decision.” Expert Systems with Applications 36 (5): 9557–9563. doi:10.1016/j.eswa.2008.07.053.
   Web of Science ®Google Scholar
• Ziarko, W. 1993. “Variable Precision Rough Set Model.” Journal of Computer and System Sciences 46 (1): 39–59. doi:10.1016/0022-0000(93)90048-2.
   Web of Science ®Google Scholar