Abstract
In order to solve the multi-criteria group decision problem in the fuzzy environment due to the uncertainty caused by the uncertainty, a new metho CRITIC-WASPAS based on trapezoidal intuitionistic fuzzy number is proposed. Firstly, the intuitionistic scoring matrix of each decision maker is transformed into trapezoidal intuitionistic fuzzy decision matrix. and the objective weight of each decision maker under different criteria is obtained by entropy weight method, and then the matrix of each decision maker is aggregated into a comprehensive matrix by using the trapezoidal intuitionistic fuzzy weighted average operator. secondly, the CRITIC method is used to obtain the objective weights of each criterion, and then the measure values of the WASPAS method based on the trapezoidal intuitionistic fuzzy numbers are obtained, which are clarified and sorted; finally, the feasibility and effectiveness of this algorithm are verified by analyzing the calculation examples selected by third-party logistics service providers.
Xi’an University of Posts and Telecommunications Graduate Innovation Fund (CXJJWY2018094).
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References
Bellman, R.E., Zadeh, L.A.: Decision-making in a fuzzy environment. Manag. Sci. 17, B–141 (1970)
Wang, Y., Zhang, L., Jiang, X.: EDW trapezoidal intuitionistic fuzzy numbers with a combination of science and technology awards evaluation. Soft Sci. 28(10), 121–124 (2014)
Wang, Q., Li, G.: Ordered expression of trapezoidal fuzzy number and the center average ranking method. Oper. Manag. 26(05), 130–136 (2017)
Meng, B., Shen, S., Kuang, H., Li, F., Feng, H.: Corporate social responsibility evaluation model based on fuzzy-topsis -taking transportation industry as an example. Manag. Rev. 31(05), 191–202 (2019)
Zhang, N., Zhao, S., Zang, Y.: Method and application of range-wise fuzzy VIKOR decision based on projection. Syst. Eng. 36(11), 153–158 (2018)
Qi, Z., Renjing, L., Jingyu, Y.: Analysis of factors affecting knowledge transfer performance. Sci. Res. 37(02), 311–319 (2019)
Edmundas, K.Z., Romualdas, B., Marius, L.: Sustainable assessment of alternative sites for the construction of a waste incineration plant by applying WASPAS method with single-valued neutrosophic set. Sustainability 7(12), 15923–15936 (2015)
Jiaxiang, Z., Jianfei, C., Xuxun, L.: Trapezoidal intuitionistic fuzzy multicriterion group decision classification method based on CI-TOPSIS. Chin. J. Manag. Sci. 26(09), 148–157 (2018)
Haibin, X.: New ranking index of intuitionistic trapezoidal fuzzy number and its application in multi-attribute decision making. Stat. Decis. 34(12), 76–79 (2018)
Qi, C.: Hybrid multi-attribute group decision making method based on trapezoidal fuzzy MULTICOMORA. Stat. Decis. 35(05), 41–45 (2019)
Wu, C., Wan, X.: Interval intuitionistic fuzzy TOPSIS method based on improved entropy weight method. Oper. Res. Manag. Sci. 23(05), 42–47 (2014)
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Zhang, W., Zhao, S., Dong, D., Zhu, Y., Wang, D. (2020). A Multi-criterion Group Decision Making Method: CRITIC-WASPAS Based on Trapezoidal Intuitionistic Fuzzy Numbers. In: Liu, Y., Wang, L., Zhao, L., Yu, Z. (eds) Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2019. Advances in Intelligent Systems and Computing, vol 1074. Springer, Cham. https://doi.org/10.1007/978-3-030-32456-8_89
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DOI: https://doi.org/10.1007/978-3-030-32456-8_89
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