Skip to main content

2016 | OriginalPaper | Buchkapitel

Consistency and Consensus of Intuitionistic Fuzzy Preference Relations in Group Decision Making

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Intuitionistic fuzzy preference relations (IFPRs) have turned out to be a useful structure in expressing the experts’ uncertain judgments. In this chapter, we consider a group decision making problem where all the members of the group use the IFPRs to express their preferences over the candidate alternatives. Firstly, we describe such a group decision making problem mathematically in details. Then, different types of definitions for the consistency of an IFPR are reviewed, which can be divided into two sorts, i.e., the additive consistency and the multiplicative consistency. Once all the IFPRs are of acceptable consistency, we then introduce a consensus measure to depict the consensus degree of the experts. A consensus reaching procedure is given to help the experts modify their assessments and then obtain an agreement between the experts as to the choice of a proper decision. A numerical example is given to show the validation and computational process of the consensus reaching procedure.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Liao, H.C., Xu, Z.S., Xia, M.M.: Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making. Int. J. Inform. Technol. Decis. Making 13(1), 47–76 (2014)CrossRef Liao, H.C., Xu, Z.S., Xia, M.M.: Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making. Int. J. Inform. Technol. Decis. Making 13(1), 47–76 (2014)CrossRef
3.
Zurück zum Zitat Liao, H.C., Xu, Z.S.: Multi-criteria decision making with intuitionistic fuzzy PROMETHEE. J. Intell. Fuzzy Syst. 27(4), 1703–1717 (2014) Liao, H.C., Xu, Z.S.: Multi-criteria decision making with intuitionistic fuzzy PROMETHEE. J. Intell. Fuzzy Syst. 27(4), 1703–1717 (2014)
4.
Zurück zum Zitat Atanassov, K.: lntuitionistic fuzzy sets. In: Sgurev, V. (ed.) VII ITKR’s Session, June, (1983) Atanassov, K.: lntuitionistic fuzzy sets. In: Sgurev, V. (ed.) VII ITKR’s Session, June, (1983)
5.
Zurück zum Zitat Atanassov, K.: On intuitionistic fuzzy sets theory. (Springer, Berlin 2012) Atanassov, K.: On intuitionistic fuzzy sets theory. (Springer, Berlin 2012)
6.
Zurück zum Zitat Xu, Z.S., Liao, H.C.: Intuitionistic fuzzy analytic hierarchy process. IEEE Trans. Fuzzy Syst. 22(4), 749–761 (2014) Xu, Z.S., Liao, H.C.: Intuitionistic fuzzy analytic hierarchy process. IEEE Trans. Fuzzy Syst. 22(4), 749–761 (2014)
7.
Zurück zum Zitat Jiang, Y.C., Tang, Y., Wang, J., Tang, S.Q.: Reasoning within intuitionistic fuzzy rough description logics. Inf. Sci. 179, 2362–2378 (2009)MathSciNetCrossRefMATH Jiang, Y.C., Tang, Y., Wang, J., Tang, S.Q.: Reasoning within intuitionistic fuzzy rough description logics. Inf. Sci. 179, 2362–2378 (2009)MathSciNetCrossRefMATH
8.
Zurück zum Zitat Papageorgiou, E.I., Iakovidis, D.K.: Intuitionistic fuzzy cognitive maps. IEEE Trans. Fuzzy Syst. 21, 342–354 (2013)CrossRef Papageorgiou, E.I., Iakovidis, D.K.: Intuitionistic fuzzy cognitive maps. IEEE Trans. Fuzzy Syst. 21, 342–354 (2013)CrossRef
10.
Zurück zum Zitat De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117, 209–213 (2001)CrossRefMATH De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117, 209–213 (2001)CrossRefMATH
11.
Zurück zum Zitat Vlachos, I.K., Sergiadis, G.D.: Intuitionistic fuzzy information-applications to pattern recognition. Pattern Recogn. Lett. 28, 197–206 (2007)CrossRef Vlachos, I.K., Sergiadis, G.D.: Intuitionistic fuzzy information-applications to pattern recognition. Pattern Recogn. Lett. 28, 197–206 (2007)CrossRef
12.
Zurück zum Zitat Liao, H.C., Xu, Z.S.: Some algorithms for group decision making with intuitionistic fuzzy preference information. Int. J. Uncertain. Fuzz. Knowl.-Based Syst. 22(4), 505–529 (2014) Liao, H.C., Xu, Z.S.: Some algorithms for group decision making with intuitionistic fuzzy preference information. Int. J. Uncertain. Fuzz. Knowl.-Based Syst. 22(4), 505–529 (2014)
13.
Zurück zum Zitat Herrera-Viedma, E., Chiclana, F., Herrera, F., Alonso, S.: A group decision-making model with incomplete fuzzy preference relations based on additive consistency. IEEE Trans. Syst. Man Cybern. 37, 176–189 (2007)CrossRefMATH Herrera-Viedma, E., Chiclana, F., Herrera, F., Alonso, S.: A group decision-making model with incomplete fuzzy preference relations based on additive consistency. IEEE Trans. Syst. Man Cybern. 37, 176–189 (2007)CrossRefMATH
14.
Zurück zum Zitat Xu, Z.S.: Intuitionistic preference relations and their application in group decision making. Inf. Sci. 177, 2363–2379 (2007)MathSciNetCrossRefMATH Xu, Z.S.: Intuitionistic preference relations and their application in group decision making. Inf. Sci. 177, 2363–2379 (2007)MathSciNetCrossRefMATH
16.
Zurück zum Zitat Xu, Z.S.: Approaches to multiple attribute decision making with intuitionistic fuzzy preference information. Syst. Eng. Theory Pract. 27, 62–71 (2007)CrossRef Xu, Z.S.: Approaches to multiple attribute decision making with intuitionistic fuzzy preference information. Syst. Eng. Theory Pract. 27, 62–71 (2007)CrossRef
17.
Zurück zum Zitat Gong, Z.W., Li, L.S., Forrest, J., Zhao, Y.: 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 (2011)CrossRef Gong, Z.W., Li, L.S., Forrest, J., Zhao, Y.: 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 (2011)CrossRef
18.
Zurück zum Zitat Wang, Z.J.: Derivation of intuitionistic fuzzy weights based on intuitionistic fuzzy preference relations. Appl. Math. Model. 37, 6377–6388 (2013)MathSciNetCrossRef Wang, Z.J.: Derivation of intuitionistic fuzzy weights based on intuitionistic fuzzy preference relations. Appl. Math. Model. 37, 6377–6388 (2013)MathSciNetCrossRef
19.
Zurück zum Zitat Gong, Z.W., Li, L.S., Zhou, F.X., Yao, T.X.: Goal programming approaches to obtain the priority vectors from the intuitionistic fuzzy preference relations. Comput. Ind. Eng. 57, 1187–1193 (2009)CrossRef Gong, Z.W., Li, L.S., Zhou, F.X., Yao, T.X.: Goal programming approaches to obtain the priority vectors from the intuitionistic fuzzy preference relations. Comput. Ind. Eng. 57, 1187–1193 (2009)CrossRef
20.
Zurück zum Zitat Liao, H.C., Xu, Z.S.: Priorities of intutionistic fuzzy preference relation based on multiplicative consistency. IEEE Trans. Fuzzy Syst. 22(6), 1669–1681 (2014) Liao, H.C., Xu, Z.S.: Priorities of intutionistic fuzzy preference relation based on multiplicative consistency. IEEE Trans. Fuzzy Syst. 22(6), 1669–1681 (2014)
21.
Zurück zum Zitat Xu, Z.S., Xia, M.M.: Iterative algorithms for improving consistency of intuitionistic preference relations. J. Oper. Res. Soc. 65, 708–722 (2014) Xu, Z.S., Xia, M.M.: Iterative algorithms for improving consistency of intuitionistic preference relations. J. Oper. Res. Soc. 65, 708–722 (2014)
22.
Zurück zum Zitat Liao, H.C., Xu, Z.S.: Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process. Appl. Soft Comput. 35, 812–826 (2015) Liao, H.C., Xu, Z.S.: Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process. Appl. Soft Comput. 35, 812–826 (2015)
23.
Zurück zum Zitat Liao, H.C., Xu, Z.S.: Automatic procedures for group decision making with intuitionistic preference relation. J. Intell. Fuzzy Syst. 27(5), 2341–2353 (2014) Liao, H.C., Xu, Z.S.: Automatic procedures for group decision making with intuitionistic preference relation. J. Intell. Fuzzy Syst. 27(5), 2341–2353 (2014)
24.
Zurück zum Zitat Ben-Arieh, D., Chen, Z.F.: Fuzzy group decision making. In: Badiru, A.B. (ed.) Handbook of Industrial and Systems Engineering. CRC Press, Boca Raton (2006) Ben-Arieh, D., Chen, Z.F.: Fuzzy group decision making. In: Badiru, A.B. (ed.) Handbook of Industrial and Systems Engineering. CRC Press, Boca Raton (2006)
25.
Zurück zum Zitat Ness, J., Hoffman, C.: Putting Sense into Consensus: Solving the Puzzle of Making Team Decisions. VISTA Associates, Tacoma (1998) Ness, J., Hoffman, C.: Putting Sense into Consensus: Solving the Puzzle of Making Team Decisions. VISTA Associates, Tacoma (1998)
27.
Zurück zum Zitat Ramanathan, R., Ganesh, L.S.: Group preference aggregation methods employed in AHP: an evaluation and an intrinsic process for deriving members’ weightages. Eur. J. Oper. Res. 79, 249–265 (1994)CrossRefMATH Ramanathan, R., Ganesh, L.S.: Group preference aggregation methods employed in AHP: an evaluation and an intrinsic process for deriving members’ weightages. Eur. J. Oper. Res. 79, 249–265 (1994)CrossRefMATH
28.
Zurück zum Zitat Chen, Z.P., Yang, W.: A new multiple attribute group decision making method in intuitionistic fuzzy setting. Appl. Math. Model. 35, 4424–4437 (2011)MathSciNetCrossRefMATH Chen, Z.P., Yang, W.: A new multiple attribute group decision making method in intuitionistic fuzzy setting. Appl. Math. Model. 35, 4424–4437 (2011)MathSciNetCrossRefMATH
29.
Zurück zum Zitat Szmidt, E., Kacprzyk, J.: Group decision making under intuitionistic fuzzy preference relations. In: Proceedings of 7th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference, Paris, pp. 172–178 (1988) Szmidt, E., Kacprzyk, J.: Group decision making under intuitionistic fuzzy preference relations. In: Proceedings of 7th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference, Paris, pp. 172–178 (1988)
30.
Zurück zum Zitat Xu, Z.S., Cai, X.Q., Szmidt, E.: Algorithms for estimating missing elements of incomplete intuitionistic preference relations. Int. J. Intell. Syst. 26, 787–813 (2011)CrossRef Xu, Z.S., Cai, X.Q., Szmidt, E.: Algorithms for estimating missing elements of incomplete intuitionistic preference relations. Int. J. Intell. Syst. 26, 787–813 (2011)CrossRef
31.
Zurück zum Zitat Chiclana, F., Herrera-Viedma, E., Alonso, S., Marques Pereira, R.A.: Preferences and consistency issues in group decision making. In: Bustince, H., Herrera, F., Montero, J. (eds.) Fuzzy Sets and their Extensions: Representation, Aggregation and Models, vol. 220, pp. 219–237. Springer-Verlag, New York (2008)CrossRef Chiclana, F., Herrera-Viedma, E., Alonso, S., Marques Pereira, R.A.: Preferences and consistency issues in group decision making. In: Bustince, H., Herrera, F., Montero, J. (eds.) Fuzzy Sets and their Extensions: Representation, Aggregation and Models, vol. 220, pp. 219–237. Springer-Verlag, New York (2008)CrossRef
32.
Zurück zum Zitat Chiclana, F., Herrera-Viedma, E., Alonso, S., Herrera, F.: Cardinal consistency of reciprocal preference relations: a characterization of multiplicative transitivity. IEEE Trans. Fuzzy Syst. 17, 277–291 (2009)CrossRefMATH Chiclana, F., Herrera-Viedma, E., Alonso, S., Herrera, F.: Cardinal consistency of reciprocal preference relations: a characterization of multiplicative transitivity. IEEE Trans. Fuzzy Syst. 17, 277–291 (2009)CrossRefMATH
33.
Zurück zum Zitat Herrera-Viedma, E., Alonso, S., Chiclana, F., Herrera, F.: A consensus model for group decision making with incomplete fuzzy preference relations. IEEE Trans. Fuzzy Syst. 15, 863–877 (2007)CrossRefMATH Herrera-Viedma, E., Alonso, S., Chiclana, F., Herrera, F.: A consensus model for group decision making with incomplete fuzzy preference relations. IEEE Trans. Fuzzy Syst. 15, 863–877 (2007)CrossRefMATH
34.
Zurück zum Zitat Szmidt, E., Kacprzyk, J.: A consensus-reaching process under intuitionistic fuzzy preference relations. Int. J. Intell. Syt. 18, 837–852 (2003)CrossRefMATH Szmidt, E., Kacprzyk, J.: A consensus-reaching process under intuitionistic fuzzy preference relations. Int. J. Intell. Syt. 18, 837–852 (2003)CrossRefMATH
35.
Zurück zum Zitat Kacprzyk, J., Fedrizzi, M., Nurmi, H.: Group decision making and consensus under fuzzy preferences and fuzzy majority. Fuzzy Sets Syst. 49, 21–31 (1992)MathSciNetCrossRefMATH Kacprzyk, J., Fedrizzi, M., Nurmi, H.: Group decision making and consensus under fuzzy preferences and fuzzy majority. Fuzzy Sets Syst. 49, 21–31 (1992)MathSciNetCrossRefMATH
36.
Zurück zum Zitat Herrera, F., Herrera-Viedma, E., Verdegay, J.L.: A model of consensus in group decision making under linguistic assessments. Fuzzy Sets Syst. 78, 73–87 (1996)MathSciNetCrossRefMATH Herrera, F., Herrera-Viedma, E., Verdegay, J.L.: A model of consensus in group decision making under linguistic assessments. Fuzzy Sets Syst. 78, 73–87 (1996)MathSciNetCrossRefMATH
37.
Zurück zum Zitat Xu, Z.S.: Goal programming models for obtaining the priority vector of incomplete fuzzy preference relation. Int. J. Approx. Reason. 36, 261–270 (2004)MathSciNetCrossRefMATH Xu, Z.S.: Goal programming models for obtaining the priority vector of incomplete fuzzy preference relation. Int. J. Approx. Reason. 36, 261–270 (2004)MathSciNetCrossRefMATH
Metadaten
Titel
Consistency and Consensus of Intuitionistic Fuzzy Preference Relations in Group Decision Making
verfasst von
Huchang Liao
Zeshui Xu
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-26302-1_13

Premium Partner