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Published in: Global Journal of Flexible Systems Management 4/2020

09-08-2020 | Original Research

An Integrated Sustainable and Flexible Supplier Evaluation Model under Uncertainty by Game Theory and Subjective/Objective Data: Iranian Casting Industry

Authors: Niloofar Vahabzadeh Najafi, Alireza Arshadi Khamseh, Abolfazl Mirzazadeh

Published in: Global Journal of Flexible Systems Management | Issue 4/2020

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Abstract

According to the rapid growth of sustainability in supply chain management in recent years, experts are encouraged to consider more detailed social and environmental factors in their assessment models. In our proposed model for investigating the mentioned factors in more real condition and to obtain superior indices, the best–worst method and stepwise weight assessment ratio analysis method have been suggested for subjective and objective data which have been prepared based on specialist opinion and real registered data, respectively. Game theory has been applied to explore more appropriate combinations of subjective and objective weights and decreasing the conflicts, while DEMATEL was employed to define the internal relationship of the criteria. For tackling the inhomogeneous information and input data’s uncertainty, Dempster–Shafer theory has been applied. Finally for assessment of the proposed model, real data from an Iranian Casting Factory would have been considered for sustainable/flexible supplier selection.

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Literature
go back to reference Anderson, D. R., Sweeney, D. J., & Williams, T. A. (1998). An introduction to management science. New York: West. Anderson, D. R., Sweeney, D. J., & Williams, T. A. (1998). An introduction to management science. New York: West.
go back to reference Beynon, M. (2002). DS/AHP method: A mathematical analysis, including an understanding of uncertainty. European Journal of Operational Research, 140(1), 148–164.CrossRef Beynon, M. (2002). DS/AHP method: A mathematical analysis, including an understanding of uncertainty. European Journal of Operational Research, 140(1), 148–164.CrossRef
go back to reference Binaghi, E., Gallo, I., & Madella, P. (2000). A neural model for fuzzy Dempster–Shafer classifiers. International Journal of Approximate Reasoning, 25(2), 89–121.CrossRef Binaghi, E., Gallo, I., & Madella, P. (2000). A neural model for fuzzy Dempster–Shafer classifiers. International Journal of Approximate Reasoning, 25(2), 89–121.CrossRef
go back to reference Chirra, S., & Kumar, D. (2018). Evaluation of supply chain flexibility in automobile industry with fuzzy DEMATEL approach. Global Journal of Flexible Systems Management, 19(4), 305–319.CrossRef Chirra, S., & Kumar, D. (2018). Evaluation of supply chain flexibility in automobile industry with fuzzy DEMATEL approach. Global Journal of Flexible Systems Management, 19(4), 305–319.CrossRef
go back to reference Dempster, A. P. (1967). Upper and lower probabilities induced by a multivalued mapping. Annals of Mathematical Statistics, 38(2), 325–339.CrossRef Dempster, A. P. (1967). Upper and lower probabilities induced by a multivalued mapping. Annals of Mathematical Statistics, 38(2), 325–339.CrossRef
go back to reference Greiner, D., Périaux, J., Emperador, J. M., Galván, B., & Winter, G. (2019). A diversity dynamic territory Nash strategy in evolutionary algorithms: Enhancing performances in reconstruction problems in structural engineering. Computational Methods in Applied Sciences, 48, 283–301. https://doi.org/10.1007/978-3-319-89988-6_17.CrossRef Greiner, D., Périaux, J., Emperador, J. M., Galván, B., & Winter, G. (2019). A diversity dynamic territory Nash strategy in evolutionary algorithms: Enhancing performances in reconstruction problems in structural engineering. Computational Methods in Applied Sciences, 48, 283–301. https://​doi.​org/​10.​1007/​978-3-319-89988-6_​17.CrossRef
go back to reference Karabasevic, D., Paunkovic, J., & Stanujkic, D. (2016). Ranking of companies according to the indicators of corporate social responsibility based on SWARA and ARAS methods. Serbian Journal of Management, 11(1), 43–53.CrossRef Karabasevic, D., Paunkovic, J., & Stanujkic, D. (2016). Ranking of companies according to the indicators of corporate social responsibility based on SWARA and ARAS methods. Serbian Journal of Management, 11(1), 43–53.CrossRef
go back to reference Khanmohammadi, E., Zandieh, M., & Tayebi, T. (2019). Drawing a strategy canvas using the fuzzy best–worst method. Global Journal of Flexible Systems Management, 20(1), 57–75.CrossRef Khanmohammadi, E., Zandieh, M., & Tayebi, T. (2019). Drawing a strategy canvas using the fuzzy best–worst method. Global Journal of Flexible Systems Management, 20(1), 57–75.CrossRef
go back to reference Kia, S. H., Danaei, A., & Oroei, M. (2014). An application of fuzzy TOPSIS on ranking products: A case study of faucet devices. Decision Science Letters, 3(1), 43–48.CrossRef Kia, S. H., Danaei, A., & Oroei, M. (2014). An application of fuzzy TOPSIS on ranking products: A case study of faucet devices. Decision Science Letters, 3(1), 43–48.CrossRef
go back to reference Liu, T., Deng, Y., & Chan, F. (2018). Evidential supplier selection based on DEMATEL and game theory. International Journal of Fuzzy Systems, 20(4), 1321–1333.CrossRef Liu, T., Deng, Y., & Chan, F. (2018). Evidential supplier selection based on DEMATEL and game theory. International Journal of Fuzzy Systems, 20(4), 1321–1333.CrossRef
go back to reference Nash, J. (1951). Non-cooperative games. Annals of Mathematics, 54(2), 286–295.CrossRef Nash, J. (1951). Non-cooperative games. Annals of Mathematics, 54(2), 286–295.CrossRef
go back to reference Nash, J. F. (1950). Equilibrium points in n-person games. Proceedings of the National Academy of Sciences of the United States of America, 36(1), 48.CrossRef Nash, J. F. (1950). Equilibrium points in n-person games. Proceedings of the National Academy of Sciences of the United States of America, 36(1), 48.CrossRef
go back to reference Pérez-Pérez, M., Kocabasoglu-Hillmer, C., Serrano-Bedia, A. M., & López-Fernández, M. C. (2019). Manufacturing and supply chain flexibility: building an integrative conceptual model through systematic literature review and bibliometric analysis. Global Journal of Flexible Systems Management, 20(Suppl 1), S1–S23.CrossRef Pérez-Pérez, M., Kocabasoglu-Hillmer, C., Serrano-Bedia, A. M., & López-Fernández, M. C. (2019). Manufacturing and supply chain flexibility: building an integrative conceptual model through systematic literature review and bibliometric analysis. Global Journal of Flexible Systems Management, 20(Suppl 1), S1–S23.CrossRef
go back to reference Sadjadi, S. J., & Karimi, M. (2018). Best–worst multi-criteria decision-making method: A robust approach. Decision Science Letters, 7(4), 323–340.CrossRef Sadjadi, S. J., & Karimi, M. (2018). Best–worst multi-criteria decision-making method: A robust approach. Decision Science Letters, 7(4), 323–340.CrossRef
go back to reference Salehi, K. (2015). A hybrid fuzzy MCDM approach for project selection problem. Decision Science Letters, 4(1), 109–116.CrossRef Salehi, K. (2015). A hybrid fuzzy MCDM approach for project selection problem. Decision Science Letters, 4(1), 109–116.CrossRef
go back to reference Shafer, G. (1976). A mathematical theory of evidence. Princeton: Princeton University Press. Shafer, G. (1976). A mathematical theory of evidence. Princeton: Princeton University Press.
go back to reference Shojaie, A. A., Babaie, S., Sayah, E., & Mohammaditabar, D. (2018). Analysis and prioritization of green health suppliers using Fuzzy ELECTRE method with a case study. Global Journal of Flexible Systems Management, 19(1), 39–52.CrossRef Shojaie, A. A., Babaie, S., Sayah, E., & Mohammaditabar, D. (2018). Analysis and prioritization of green health suppliers using Fuzzy ELECTRE method with a case study. Global Journal of Flexible Systems Management, 19(1), 39–52.CrossRef
go back to reference Sun, L., Liu, Y., Zhang, B., Shang, Y., Yuan, H., & Ma, Z. (2016). An integrated decision-making model for transformer condition assessment using game theory and modified evidence combination extended by d numbers. Energies, 9(9), 697. https://doi.org/10.3390/en9090697.CrossRef Sun, L., Liu, Y., Zhang, B., Shang, Y., Yuan, H., & Ma, Z. (2016). An integrated decision-making model for transformer condition assessment using game theory and modified evidence combination extended by d numbers. Energies, 9(9), 697. https://​doi.​org/​10.​3390/​en9090697.CrossRef
go back to reference Sushil. (1994). Flexible systems methodology. Systems Practice, 7(6), 633–652.CrossRef Sushil. (1994). Flexible systems methodology. Systems Practice, 7(6), 633–652.CrossRef
go back to reference Ware, N. R., Singh, S. P., & Banwet, D. K. (2014). Modeling flexible supplier selection framework. Global Journal of Flexible Systems Management, 15(3), 261–274.CrossRef Ware, N. R., Singh, S. P., & Banwet, D. K. (2014). Modeling flexible supplier selection framework. Global Journal of Flexible Systems Management, 15(3), 261–274.CrossRef
go back to reference Zahraee, S. M., Mamizadeh, F., & Vafaei, S. A. (2018). Greening assessment of suppliers in automotive supply chain: An empirical survey of the automotive industry in Iran. Global Journal of Flexible Systems Management, 19(3), 225–238.CrossRef Zahraee, S. M., Mamizadeh, F., & Vafaei, S. A. (2018). Greening assessment of suppliers in automotive supply chain: An empirical survey of the automotive industry in Iran. Global Journal of Flexible Systems Management, 19(3), 225–238.CrossRef
Metadata
Title
An Integrated Sustainable and Flexible Supplier Evaluation Model under Uncertainty by Game Theory and Subjective/Objective Data: Iranian Casting Industry
Authors
Niloofar Vahabzadeh Najafi
Alireza Arshadi Khamseh
Abolfazl Mirzazadeh
Publication date
09-08-2020
Publisher
Springer India
Published in
Global Journal of Flexible Systems Management / Issue 4/2020
Print ISSN: 0972-2696
Electronic ISSN: 0974-0198
DOI
https://doi.org/10.1007/s40171-020-00250-w

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