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Group Decision Making with Incomplete Interval-Valued Intuitionistic Preference Relations

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Abstract

Interval-valued intuitionistic preference relation (IV-IPR) is a new type of preference structure used to describe uncertain evaluation information in decision making process. In this paper, we first define the concept of IV-IPR with multiplicative transitivity, and then give a procedure to construct an IV-IPR with multiplicative transitivity from an incomplete IV-IPR with only known off-diagonal elements. We also extend this procedure to deal with more general cases with much more known evaluation information. Moreover, we develop an approach to group decision making with incomplete IV-IPRs, and finally give an actual application of our approach and compare it with the other approach in the existing literature.

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References

  • Alonso S, Cabrerizo FJ, Chiclana F, Herrera F, Herrera-Viedma E (2009) Group decision-making with incomplete fuzzy linguistic preference relations. Int J Intell Syst 24:201–222

    Article  Google Scholar 

  • Alonso S, Herrera-Viedma E, Chiclana F, Herrera F (2010) A web based consensus support system for group decision making problems and incomplete preferences. Inf Sci 180:4477–4495

    Article  Google Scholar 

  • Chen TY, Wang HP, Lu YY (2011) A multi-criteria group decision-making approach based on interval-valued intuitionistic fuzzy sets: a comparative perspective. Expert Syst Appl 38:7647–7658

    Article  Google Scholar 

  • Chiclana F, Herrera-Viedma E, Alonso S (2009) A note on two methods for estimating missing pairwise preference values. IEEE Trans Syst Man Cybern.-Part B: Cybern. 39:1628–1633

    Article  Google Scholar 

  • Chiclana F, Herrera-Viedma E, Alonso S, Herrera F (2009) Cardinal consistency of reciprocal preference relation: a characterization of multiplicative transitivity. IEEE Trans. Fuzzy Syst. 17:14–23

    Article  Google Scholar 

  • Deschrijver G, Kerre EE (2003) On the composition of intuitionistic fuzzy relations. Fuzzy Sets Syst 136:333–361

    Article  Google Scholar 

  • Deschrijver G, Kerre EE (2008) Aggregation operators in interval-valued fuzzy and Atanassov’s intuitionistic fuzzy set theory. In: Bustince H, Herrera F, Montero J (eds) Fuzzy sets and their extensions: representation, aggregation and models. Springer, Heidelberg, pp 183–203

    Chapter  Google Scholar 

  • Fedrizzi M, Giove S (2007) Incomplete pairwise comparison and consistency optimization. Eur J Oper Res 183:303–313

    Article  Google Scholar 

  • Gong ZW, Li LS, Forrest J, Zhao Y (2011) The optimal priority models of the intuitionistic fuzzy preference relation and their application in selecting industries with higher meteorological sensitivity. Expert Syst Appl 38:4394–4402

    Article  Google Scholar 

  • Herrera-Viedma E, Chiclana F, Herrera F, Alonso S (2007) Group decision-making model with incomplete fuzzy preference relations based on additive consistency. IEEE Trans Syst Man Cybern-Part B: Cybern 37:176–189

    Article  Google Scholar 

  • Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and applications. Springer, Berlin

    Book  Google Scholar 

  • Liao HC, Xu ZS, Xia MM (2013) Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making. Int J Inf Technol Decis Mak. doi:10.1142/S0219622014500035

  • Orlovsky SA (1978) Decision-making with a fuzzy preference relation. Fuzzy Sets Syst 1:155–167

    Article  Google Scholar 

  • Porcel C, Herrera-Viedma E (2010) Dealing with incomplete information in a fuzzy linguistic recommender system to disseminate information in university digital libraries. Knowl-Based Syst 23:32–39

    Article  Google Scholar 

  • Szmidt E, Kacprzyk J (2002) Using intuitionistic fuzzy sets in group decision making. Control Cybern 31:1037–1053

    Google Scholar 

  • Szmidt E, Kacprzyk J (2003) A consensus-reaching process under intuitionistic fuzzy preference relations. Int J Intell Syst 18:837–852

    Article  Google Scholar 

  • Tanino T (1984) Fuzzy preference orderings in group decision making. Fuzzy Sets Syst 12:117–131

    Article  Google Scholar 

  • Wang ZJ, Wang LF, Li KW, Luo J (2010) Linear programming models for deriving priority weights from interval-valued intuitionistic preference relations with multiplicative transitivity. In: Proceedings of 7th international conference on service systems and service management, pp 28–30, June, Tokyo, Japan, doi:10.1109/ICASSP.2010.5530259

  • Wang ZJ (2013) Derivation of intuitionistic fuzzy weights based on intuitionistic fuzzy preference relations. Appl Math Model 37:6377–6388

    Article  Google Scholar 

  • Xu ZS, Chen J (2007). On geometric aggregation over interval-valued intuitionistic fuzzy information. In: The 4th international conference on fuzzy systems and knowledge discovery (FSKD’07), vol. 2, Haikou, China, pp. 466–471

  • Xu ZS, Liao HC (2013) Intuitionistic fuzzy analytic hierarchy process. IEEE Trans Fuzzy Syst. doi:10.1109/TFUZZ.2013.2272585

  • Xu (2012) Compatibility analysis of intuitionistic fuzzy preference relations in group decision making. Group Decis Negot. doi:10.1007/s10726-011-9278-y

  • Xu ZS (2007a) A survey of preference relations. Int J Gen Syst 36:179–203

    Article  Google Scholar 

  • Xu ZS (2007b) Intuitionistic preference relations and their application in group decision making. Inf Sci 177:2363–2379

    Article  Google Scholar 

  • Xu ZS, Cai XQ (2009) Incomplete interval-valued intuitionistic preference relations. Int J Gen Syst 38:871–886

    Article  Google Scholar 

  • Xu ZS, Yager RR (2009) Intuitionistic and interval-valued intuitionistic fuzzy preference relations and their measures of similarity for the evaluation of agreement within a group. Fuzzy Optim Decis Mak 8:123–139

    Article  Google Scholar 

  • Xu ZS, Cai XQ, Szmidt E (2011) Algorithms for estimating missing elements of incomplete intuitionistic preference relations. Int J Intell Syst 26:787–813

    Article  Google Scholar 

Download references

Acknowledgments

The work was supported in part by the National Natural Science Foundation of China (No. 61273209), the Research Grants Council of Hong Kong (No. 410213), and the State Key Lab for Manufacturing Systems Engineering Foundation, sklms2011010, Xi’an Jiaotong University.

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Correspondence to Zeshui Xu.

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Xu, Z., Cai, X. Group Decision Making with Incomplete Interval-Valued Intuitionistic Preference Relations. Group Decis Negot 24, 193–215 (2015). https://doi.org/10.1007/s10726-014-9386-6

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