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Interval Type-2 Fuzzy Decision Making Based on ANP

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Type-2 Fuzzy Decision-Making Theories, Methodologies and Applications

Part of the book series: Uncertainty and Operations Research ((UOR))

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Abstract

The sustainable supplier evaluation can be regarded as an MCGDM question that includes many evaluation criteria. Recently, researchers have done plenty of studies on sustainable supplier evaluation and selection in relative areas (Govindan et al. 2015; Igarashi et al. 2013).

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References

  • Azadi M, Jafarian M, Farzipoor Saen R, Mirhedayatian SM (2015) A new fuzzy DEA model for evaluation of efficiency and effectiveness of suppliers in sustainable supply chain management context. Comput Oper Res 54:274–285

    Article  MathSciNet  Google Scholar 

  • Büyüközkan G, Çifçi G (2012) A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers. Expert Syst Appl 39:3000–3011

    Article  Google Scholar 

  • Çebi F, Otay Ä° (2016) A two-stage fuzzy approach for supplier evaluation and order allocation problem with quantity discounts and lead time. Inf Sci 339:143–157

    Article  Google Scholar 

  • Chardine-Baumann E, Botta-Genoulaz V (2014) A framework for sustainable performance assessment of supply chain management practices. Comput Ind Eng 76:138–147

    Article  Google Scholar 

  • Chen SM, Lee LW (2010) Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method. Expert Syst Appl 37:2790–2798

    Article  Google Scholar 

  • Dobos I, Vörösmarty G (2014) Green supplier selection and evaluation using DEA-type composite indicators. Int J Prod Econ 157:273–278

    Article  Google Scholar 

  • Dou Y, Zhu Q, Sarkis J (2014) Evaluating green supplier development programs with a grey-analytical network process-based methodology. Eur J Oper Res 233:420–431

    Article  Google Scholar 

  • Govindan K, Rajendran S, Sarkis J, Murugesan P (2015) Multi criteria decision making approaches for green supplier evaluation and selection: a literature review. J Clean Prod 98:66–83

    Article  Google Scholar 

  • Grimm JH, Hofstetter JS, Sarkis J (2014) Critical factors for sub-supplier management: a sustainable food supply chains perspective. Int J Prod Econ 152:159–173

    Article  Google Scholar 

  • Hashemi SH, Karimi A, Tavana M (2015) An integrated green supplier selection approach with analytic network process and improved Grey relational analysis. Int J Prod Econ 159:178–191

    Article  Google Scholar 

  • Hsu C-W, Kuo T-C, Chen S-H, Hu AH (2013) Using DEMATEL to develop a carbon management model of supplier selection in green supply chain management. J Clean Prod 56:164–172

    Article  Google Scholar 

  • Igarashi M, de Boer L, Fet AM (2013) What is required for greener supplier selection? A literature review and conceptual model development. J Purcha Supply Manage 19:247–263

    Article  Google Scholar 

  • Kannan D, Jabbour ABLdS, Jabbour CJC (2014) Selecting green suppliers based on GSCM practices: using fuzzy TOPSIS applied to a Brazilian electronics company. Eur J Oper Res 233:432–447

    Article  MathSciNet  Google Scholar 

  • Kumar A, Jain V, Kumar S (2014) A comprehensive environment friendly approach for supplier selection. Omega 42:109–123

    Article  MathSciNet  Google Scholar 

  • Kuo RJ, Hsu CW, Chen YL (2015) Integration of fuzzy ANP and fuzzy TOPSIS for evaluating carbon performance of suppliers. Int J Env Sci Tech 12:3863–3876

    Article  Google Scholar 

  • Li Y, Liu X, Chen Y (2012) Supplier selection using axiomatic fuzzy set and TOPSIS methodology in supply chain management. Fuzzy Optim Decis Making 11:147–176

    Article  MathSciNet  Google Scholar 

  • Lima-Junior FR, Carpinetti LCR (2016) Combining SCOR® model and fuzzy TOPSIS for supplier evaluation and management. Int J Prod Econ 174:128–141

    Article  Google Scholar 

  • Luthra S, Govindan K, Kannan D, Mangla SK, Garg CP (2017) An integrated framework for sustainable supplier selection and evaluation in supply chains J Clean. Prod 140:1686–1698

    Google Scholar 

  • Mani V, Agrawal R, Sharma V (2014) Supplier selection using social sustainability: AHP based approach in India international strategic. Manage Rev 2:98–112

    Google Scholar 

  • Mendel JM, John RI, Liu F (2006) Interval type-2 fuzzy logic systems made simple. IEEE Trans Fuzzy Syst 14(6):808–821

    Article  Google Scholar 

  • Motevali Haghighi S, Torabi SA, Ghasemi R (2016) An integrated approach for performance evaluation in sustainable supply chain networks (with a case study) J Clean Prod 137:579–597

    Article  Google Scholar 

  • Opricovic S (1998) Multicriteria optimization of civil engineering systems. Fac Civil Eng Belgrade 2:5–21

    Google Scholar 

  • Opricovic S, Tzeng G-H (2002) Multicriteria planning of post-earthquake sustainable reconstruction. Comput-Aided Civil Infrastruct Eng 17:211–220

    Article  Google Scholar 

  • Opricovic S, Tzeng G-H (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156:445–455

    Article  Google Scholar 

  • Opricovic S, Tzeng G-H (2007) Extended VIKOR method in comparison with outranking methods. Eur J Oper Res 178:514–529

    Article  Google Scholar 

  • Qin J, Liu X, Pedrycz W (2015) An extended VIKOR method based on prospect theory for multiple attribute decision making under interval type-2 fuzzy environment. Knowl Based Syst 86:116–130

    Article  Google Scholar 

  • Qin J, Liu X, Pedrycz W (2017) An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment. Eur J Oper Res 258(2): 626–638

    Article  MathSciNet  Google Scholar 

  • Saaty TL (1980) The analytic hierarchical process McGraw-Hill, New York

    Google Scholar 

  • Saaty TL (1996) The analytical network process. RWS Publications, Pittsburgh

    Google Scholar 

  • Shaverdi M, Heshmati MR, Eskandaripour E, Tabar AAA (2013) Developing sustainable SCM evaluation model using fuzzy AHP in publishing industry. Procedia Comput Sci 17:340–349

    Article  Google Scholar 

  • Shen L, Olfat L, Govindan K, Khodaverdi R, Diabat A (2013) A fuzzy multi criteria approach for evaluating green supplier’s performance in green supply chain with linguistic preferences. Resour Conserv Recycl 74:170–179

    Article  Google Scholar 

  • Shi P, Yan B, Shi S, Ke C (2015) A decision support system to select suppliers for a sustainable supply chain based on a systematic DEA approach. Inf Tech Manage 16:39–49

    Article  Google Scholar 

  • Su C-M, Horng D-J, Tseng M-L, Chiu ASF, Wu K-J, Chen H-P (2016) Improving sustainable supply chain management using a novel hierarchical grey-DEMATEL approach. J Clean Prod 134:469–481

    Article  Google Scholar 

  • Tavana M, Shabanpour H, Yousefi S, Farzipoor Saen R (2017) A hybrid goal programming and dynamic data envelopment analysis framework for sustainable supplier evaluation. Neural Comput Appl 28(12):3683–3696

    Article  Google Scholar 

  • Tong W, Xin-Wang L, Shu-Li L (2015) A fuzzy ANP with interval type-2 fuzzy sets approach to evaluate enterprise technological innovation ability. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp 1–8

    Google Scholar 

  • Winter S, Lasch R (2016) Environmental and social criteria in supplier evaluation—lessons from the fashion and apparel industry. J Clean Prod 139:175–190

    Article  Google Scholar 

  • Yazdani M, Chatterjee P, Zavadskas EK, Hashemkhani Zolfani S (2017) Integrated QFD-MCDM framework for green supplier selection. J Clean Prod 142:3728–3740

    Article  Google Scholar 

  • Zhou X, Pedrycz W, Kuang Y, Zhang Z (2016) Type-2 fuzzy multi-objective DEA model: an application to sustainable supplier evaluation. Appl Soft Comput 46:424–440

    Article  Google Scholar 

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Authors and Affiliations

  1. School of Management, Wuhan University of Technology, Wuhan, Hubei, China

    Jindong Qin

  2. School of Economics and Management, Southeast University, Nanjing, Jiangsu, China

    Xinwang Liu

Authors
  1. Jindong Qin
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  2. Xinwang Liu
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Correspondence to Jindong Qin .

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Qin, J., Liu, X. (2019). Interval Type-2 Fuzzy Decision Making Based on ANP. In: Type-2 Fuzzy Decision-Making Theories, Methodologies and Applications. Uncertainty and Operations Research. Springer, Singapore. https://doi.org/10.1007/978-981-13-9891-9_6

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