A Linguistic Neutrosophic Multi-criteria Group Decision-Making Approach with EDAS Method
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This study develops an approach that incorporates power aggregation operators with the evaluation based on distance from average solution (EDAS) method under linguistic neutrosophic situations to solve fuzzy multi-criteria group decision-making problems. Firstly, the existing operational laws and comparison methods of linguistic neutrosophic numbers (LNNs) are analysed. Secondly, the distance measurement between two LNNs is defined. Thirdly, the power-weighted averaging operator and the power-weighted geometric operator with LNNs are developed to support the decision makers’ evaluation information. The models to derive the criteria weights are also constructed based on the proposed distance measurements. Finally, the EDAS method is extended to resolve group decision-making problems in the linguistic neutrosophic environment. An illustrative example of the property management company selection is given to verify the effectiveness and practicality of the proposed approach.
KeywordsMulti-criteria group decision-making Linguistic neutrosophic numbers Distance measurements Power aggregation operator Evaluation based on distance from average solution method
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The authors thank the editor in chief and the anonymous referees for their insightful and constructive comments and suggestions, which have significantly improved this paper. This work is supported by the National Natural Science Foundation of China (No. 71571193).
- 11.Wang, Y.; Wang, J.Q.: Fuzzy stochastic multi-criteria decision-making methods with interval neutrosophic probability based on regret theory. J. Intell. Fuzzy Syst. (2018). https://doi.org/10.3233/JIFS-17622
- 13.Liang, R.X.; Wang, J.Q.; Zhang, H.Y.: A multi-criteria decision-making method based on single-valued trapezoidal neutrosophic preference relations with complete weight information. Neural Comput. Appl. (2017). https://doi.org/10.1007/s00521-017-2925-8
- 42.Shen, K.W.; Wang, J.Q.: Z-VIKOR method based on a new weighted comprehensive distance measure of Z-number and its application. IEEE Trans. Fuzzy Syst. (2018). https://doi.org/10.1109/TFUZZ.2018.2816581
- 43.Zhou, H.; Wang, J.; Zhang, H.: Stochastic multicriteria decision—approach based on SMAA-ELECTRE with extended gray numbers. Int. Trans. Oper. Res. (2016). https://doi.org/10.1111/itor.12380