Approach to Multiple Attribute Group Decision Making Based on Hesitant Fuzzy Linguistic Aggregation Operators

Abstract Inspired by the nonlinear weighted average operator, this paper proposes several generalized power average operators to aggregate hesitant fuzzy linguistic decision information. It is worth noting that the new operators take both the location and date weight information and the relative closeness of the decision-making information into consideration, a characteristic that results in objectivity and fairness in a group decision making. Moreover, we demonstrate some useful properties of the operators and discuss their associations. A new approach based on the designed operators is then proposed for hesitant fuzzy linguistic multiple attribute group decision-making problems, in which the attribute weights are known or unknown. Finally, this paper demonstrates the efficiency and feasibility of the proposed method through a numerical example.

[1]  J. Merigó,et al.  Linguistic group decision making with induced aggregation operators and probabilistic information , 2014, Appl. Soft Comput..

[2]  Yanbing Ju,et al.  Dual hesitant fuzzy linguistic aggregation operators and their applications to multi-attribute decision making , 2014, J. Intell. Fuzzy Syst..

[3]  Guiwu Wei,et al.  Hesitant fuzzy linguistic aggregation operators and their application to multiple attribute decision making , 2014, J. Intell. Fuzzy Syst..

[4]  Zheng Pei,et al.  Linguistic interval 2-tuple power aggregation operators and their applications , 2013, Int. J. Comput. Intell. Syst..

[5]  V. Torra The weighted OWA operator , 1997, International Journal of Intelligent Systems.

[6]  Francisco Herrera,et al.  A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making , 2001, IEEE Trans. Syst. Man Cybern. Part B.

[7]  Mojtaba Golestanifar,et al.  TISS: a decision framework for tailing impoundment site selection , 2010 .

[8]  Zeshui Xu,et al.  Uncertain Multi-Attribute Decision Making , 2015 .

[9]  Ronald R. Yager,et al.  The power average operator , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[10]  Peide Liu,et al.  Multiple attribute group decision making methods based on intuitionistic linguistic power generalized aggregation operators , 2014, Appl. Soft Comput..

[11]  Francisco Herrera,et al.  Hesitant Fuzzy Linguistic Term Sets for Decision Making , 2012, IEEE Transactions on Fuzzy Systems.

[12]  Yanbing Ju,et al.  Approaches for multi-attribute group decision making based on intuitionistic trapezoid fuzzy linguistic power aggregation operators , 2014, J. Intell. Fuzzy Syst..

[13]  Zeshui Xu A Note on Linguistic Hybrid Arithmetic Averaging Operator in Multiple Attribute Group Decision Making with Linguistic Information , 2006 .

[14]  Francisco Herrera,et al.  The 2-Tuple Linguistic Computational Model. Advantages of Its Linguistic Description, Accuracy and Consistency , 2001, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[15]  Ronald R. Yager,et al.  Applications and Extensions of OWA Aggregations , 1992, Int. J. Man Mach. Stud..

[16]  Zhiming Zhang,et al.  Hesitant fuzzy linguistic aggregation operators and their applications to multiple attribute group decision making , 2014, J. Intell. Fuzzy Syst..

[17]  Zeshui Xu,et al.  A method based on linguistic aggregation operators for group decision making with linguistic preference relations , 2004, Inf. Sci..

[18]  Zhang-peng Tian,et al.  A hesitant fuzzy linguistic multi-criteria decision-making method based on the Quasi-Arithmetic mean and harmonic mean operators , 2016, 2016 Chinese Control and Decision Conference (CCDC).

[19]  Hak-Keung Lam,et al.  Delay-dependent stabilization condition for T-S fuzzy neutral systems , 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[20]  Xi Liu,et al.  The neutrosophic number generalized weighted power averaging operator and its application in multiple attribute group decision making , 2015, International Journal of Machine Learning and Cybernetics.

[21]  Guiwu Wei,et al.  Models for selecting an ERP system with hesitant fuzzy linguistic information , 2014, J. Intell. Fuzzy Syst..

[22]  Zeshui Xu,et al.  On generalized induced linguistic aggregation operators , 2006, Int. J. Gen. Syst..

[23]  Bijan Sarkar,et al.  A MOORA based fuzzy multi-criteria decision making approach for supply chain strategy selection , 2012 .

[24]  Zeshui Xu A Deviation-Based Approach to Intuitionistic Fuzzy Multiple Attribute Group Decision Making , 2010 .

[25]  Shyi-Ming Chen,et al.  Fuzzy decision making based on likelihood-based comparison relations of hesitant fuzzy linguistic term sets and hesitant fuzzy linguistic operators , 2015, Inf. Sci..

[26]  Fan Yang,et al.  Some induced generalized ordered weighted power average operators within intuitionistic trapezoidal fuzzy setting , 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

[27]  Francisco Herrera,et al.  Hesitant Fuzzy Sets: State of the Art and Future Directions , 2014, Int. J. Intell. Syst..

[28]  Francisco Herrera,et al.  Connecting the linguistic hierarchy and the numerical scale for the 2-tuple linguistic model and its use to deal with hesitant unbalanced linguistic information , 2016, Inf. Sci..

[29]  Shyi-Ming Chen,et al.  Multicriteria linguistic decision making based on hesitant fuzzy linguistic term sets and the aggregation of fuzzy sets , 2014, Inf. Sci..

[30]  J. Merigó,et al.  Hesitant fuzzy linguistic ordered weighted distance operators for group decision making , 2015 .

[31]  José M. Merigó,et al.  An overview of fuzzy research with bibliometric indicators , 2015, Appl. Soft Comput..

[32]  J. Merigó,et al.  Linguistic power aggregation operators and their application to multiple attribute group decision making , 2012 .

[33]  Francisco Herrera,et al.  Aggregation operators for linguistic weighted information , 1997, IEEE Trans. Syst. Man Cybern. Part A.

[34]  Zeshui Xu,et al.  Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets , 2015, Knowl. Based Syst..

[35]  Alsaedi Ahmed,et al.  Hesitant Fuzzy Linguistic Arithmetic Aggregation Operators in Multiple Attribute Decision Making , 2016 .

[36]  Vicenç Torra,et al.  On hesitant fuzzy sets and decision , 2009, 2009 IEEE International Conference on Fuzzy Systems.

[37]  Zeshui Xu,et al.  Novel basic operational laws for linguistic terms, hesitant fuzzy linguistic term sets and probabilistic linguistic term sets , 2016, Inf. Sci..

[38]  Zeshui Xu,et al.  Linguistic Aggregation Operators: An Overview , 2008, Fuzzy Sets and Their Extensions: Representation, Aggregation and Models.

[39]  Zeshui Xu,et al.  Linguistic Decision Making: Theory and Methods , 2013 .

[40]  Jun Ling Zhang,et al.  Research on Multiple Attribute Decision Making under Hesitant Fuzzy Linguistic Environment with Application to Production Strategy Decision Making , 2013 .

[41]  Jianfeng Cai,et al.  The power average operator for unbalanced linguistic term sets , 2015, Inf. Fusion.

[42]  Zeshui Xu,et al.  Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment , 2004, Inf. Sci..

[43]  Hai Wang,et al.  Extended hesitant fuzzy linguistic term sets and their aggregation in group decision making , 2015, Int. J. Comput. Intell. Syst..

[44]  XuZeshui,et al.  Total orders of extended hesitant fuzzy linguistic term sets , 2016 .

[45]  Na Zhao,et al.  Operators and Comparisons of Hesitant Fuzzy Linguistic Term Sets , 2014, IEEE Transactions on Fuzzy Systems.

[46]  Hong-yu Zhang,et al.  Hesitant Fuzzy Linguistic Maclaurin Symmetric Mean Operators and their Applications to Multi‐Criteria Decision‐Making Problem , 2018, Int. J. Intell. Syst..

[47]  Shyi-Ming Chen,et al.  A new method for multicriteria linguistic decision making based on hesitant fuzzy linguistic term sets , 2013, 2013 International Conference on Machine Learning and Cybernetics.

[48]  Kumarappan Kathiresan,et al.  The Superior Complement in Graphs , 2011 .

[49]  Zeshui Xu,et al.  Hesitant fuzzy information aggregation in decision making , 2011, Int. J. Approx. Reason..

[50]  Xiaohong Chen,et al.  A Multi-Criteria Decision-Making Method Based on Heronian Mean Operators Under a Linguistic Hesitant Fuzzy Environment , 2015, Asia Pac. J. Oper. Res..

[51]  Zeshui Xu,et al.  On the syntax and semantics of virtual linguistic terms for information fusion in decision making , 2017, Inf. Fusion.

[52]  Francisco Herrera,et al.  Eliciting comparative linguistic expressions in group decision making , 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

[53]  Huchang Liao,et al.  Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information , 2016, Soft Computing.

[54]  Zeshui Xu,et al.  Total orders of extended hesitant fuzzy linguistic term sets: Definitions, generations and applications , 2016, Knowl. Based Syst..