Skip to main content
Erschienen in: Soft Computing 5/2011

01.05.2011 | Focus

Generalized intuitionistic fuzzy geometric aggregation operator and its application to multi-criteria group decision making

verfasst von: Chunqiao Tan

Erschienen in: Soft Computing | Ausgabe 5/2011

Einloggen

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

search-config
loading …

Abstract

In general, for multi-criteria group decision making problem, there exist inter-dependent or interactive phenomena among criteria or preference of experts, so that it is not suitable for us to aggregate them by conventional aggregation operators based on additive measures. In this paper, based on fuzzy measures a generalized intuitionistic fuzzy geometric aggregation operator is investigated for multiple criteria group decision making. First, some operational laws on intuitionistic fuzzy values are introduced. Then, a generalized intuitionistic fuzzy ordered geometric averaging (GIFOGA) operator is proposed. Moreover, some of its properties are given in detail. It is shown that GIFOGA operator can be represented by special t-norms and t-conorms and is a generalization of intuitionistic fuzzy ordered weighted geometric averaging operator. Further, an approach to multiple criteria group decision making with intuitionistic fuzzy information is developed where what criteria and preference of experts often have inter-dependent or interactive phenomena among criteria or preference of experts is taken into account. Finally, a practical example is provided to illustrate the developed approaches.

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 "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!

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!

Literatur
Zurück zum Zitat Atanassov K, Pasi G, Yager RR (2005) Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision. Int J Syst Sci 36:859–868CrossRefMATHMathSciNet Atanassov K, Pasi G, Yager RR (2005) Intuitionistic fuzzy interpretations of multi-criteria multi-person and multi-measurement tool decision. Int J Syst Sci 36:859–868CrossRefMATHMathSciNet
Zurück zum Zitat Bustine H, Burillo P (1996) Vague sets are intuitionistic fuzzy sets. Fuzzy Sets Syst 79:403–405CrossRef Bustine H, Burillo P (1996) Vague sets are intuitionistic fuzzy sets. Fuzzy Sets Syst 79:403–405CrossRef
Zurück zum Zitat Chen SM, Tan JM (1994) Handling multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 67:163–172CrossRefMATHMathSciNet Chen SM, Tan JM (1994) Handling multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 67:163–172CrossRefMATHMathSciNet
Zurück zum Zitat Grabisch M (1996) The representation of importance and interaction of features by fuzzy measures. Pattern Recogn Lett 17:567–575CrossRef Grabisch M (1996) The representation of importance and interaction of features by fuzzy measures. Pattern Recogn Lett 17:567–575CrossRef
Zurück zum Zitat Grabisch M (1997) Alternative representations of discrete fuzzy measures for decision making. Int J Uncertain Fuzziness Knowl Based Syst 5:587–607CrossRefMathSciNet Grabisch M (1997) Alternative representations of discrete fuzzy measures for decision making. Int J Uncertain Fuzziness Knowl Based Syst 5:587–607CrossRefMathSciNet
Zurück zum Zitat Grabisch M, Murofushi T, Sugeno M (2000) Fuzzy measure and integrals. Physica-Verlag, NewYork Grabisch M, Murofushi T, Sugeno M (2000) Fuzzy measure and integrals. Physica-Verlag, NewYork
Zurück zum Zitat Hong DJ, Choi CH (2000) Multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 114:103–113 Hong DJ, Choi CH (2000) Multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 114:103–113
Zurück zum Zitat Ishii K, Sugeno M (1985) A model human evaluation process using fuzzy measure. Int J Man-Mach Stud 22:19–38CrossRefMATH Ishii K, Sugeno M (1985) A model human evaluation process using fuzzy measure. Int J Man-Mach Stud 22:19–38CrossRefMATH
Zurück zum Zitat Keeney RL, Raiffa H (1976) Decision with multiple objectives. Wiley, New York Keeney RL, Raiffa H (1976) Decision with multiple objectives. Wiley, New York
Zurück zum Zitat Klement EP, Mesiar R, Pap E (2000) Triangular norms. Kluwer, DordrechtMATH Klement EP, Mesiar R, Pap E (2000) Triangular norms. Kluwer, DordrechtMATH
Zurück zum Zitat Kojadinovic I (2002) Modeling interaction phenomena using fuzzy measures: on the notions of interaction and independence. Fuzzy Sets Syst 135:317–340CrossRefMathSciNet Kojadinovic I (2002) Modeling interaction phenomena using fuzzy measures: on the notions of interaction and independence. Fuzzy Sets Syst 135:317–340CrossRefMathSciNet
Zurück zum Zitat Li DF (2005) Multiattribute decision making models and methods using intuitionistic fuzzy sets. J Comput Syst Sci 70:73–85CrossRefMATH Li DF (2005) Multiattribute decision making models and methods using intuitionistic fuzzy sets. J Comput Syst Sci 70:73–85CrossRefMATH
Zurück zum Zitat Lin L, Yuan XH, Xia ZQ (2007) Multicriteria fuzzy decision-making methods based on intuitionistic fuzzy sets. J Comput Syst Sci 73:84–88CrossRefMATHMathSciNet Lin L, Yuan XH, Xia ZQ (2007) Multicriteria fuzzy decision-making methods based on intuitionistic fuzzy sets. J Comput Syst Sci 73:84–88CrossRefMATHMathSciNet
Zurück zum Zitat Liu HW, Wang GJ (2007) Multi-criteria decision-making methods based on intuitionistic fuzzy sets. Eur J Oper Res 179:220–233CrossRefMATH Liu HW, Wang GJ (2007) Multi-criteria decision-making methods based on intuitionistic fuzzy sets. Eur J Oper Res 179:220–233CrossRefMATH
Zurück zum Zitat Marichal JL (2002) Aggregation of interacting criteria by means of the discrete Choquet integral. In: Calvo T, Mayor G, Mesiar R (eds) Aggregation operators: new trends and applications. Physica-Verlag, Heidelberg, pp 224–244 Marichal JL (2002) Aggregation of interacting criteria by means of the discrete Choquet integral. In: Calvo T, Mayor G, Mesiar R (eds) Aggregation operators: new trends and applications. Physica-Verlag, Heidelberg, pp 224–244
Zurück zum Zitat Onisawa T, Sugeno M, Nishiwaki Y, Kawai H, Harima Y (1986) Fuzzy measure analysis of public attitude towards the use of nuclear energy. Fuzzy Sets Syst 120:259–289CrossRef Onisawa T, Sugeno M, Nishiwaki Y, Kawai H, Harima Y (1986) Fuzzy measure analysis of public attitude towards the use of nuclear energy. Fuzzy Sets Syst 120:259–289CrossRef
Zurück zum Zitat Roubens M (1996) Interaction between criteria and definition of weights in MCDA problems. In: Proceedings of the 44th meeting of the European working group multicriteria aid for decisions, Brussels, Belgium Roubens M (1996) Interaction between criteria and definition of weights in MCDA problems. In: Proceedings of the 44th meeting of the European working group multicriteria aid for decisions, Brussels, Belgium
Zurück zum Zitat Sugeno M (1974) Theory of fuzzy integral and its application. Doctorial Dissertation, Tokyo Institute of Technology Sugeno M (1974) Theory of fuzzy integral and its application. Doctorial Dissertation, Tokyo Institute of Technology
Zurück zum Zitat Szmidt E, Kacprzyk J (1996) Remarks on some applications of intuitionistic fuzzy sets in decision making. Notes IFS 2:22–31MATHMathSciNet Szmidt E, Kacprzyk J (1996) Remarks on some applications of intuitionistic fuzzy sets in decision making. Notes IFS 2:22–31MATHMathSciNet
Zurück zum Zitat Wakker P (1999) Additive representations of preferences. Kluwer, Dordrecht Wakker P (1999) Additive representations of preferences. Kluwer, Dordrecht
Zurück zum Zitat Wang Z, Klir GJ (1992) Fuzzy measure theory. Plenum Press, NewYorkMATH Wang Z, Klir GJ (1992) Fuzzy measure theory. Plenum Press, NewYorkMATH
Zurück zum Zitat Wei GW (2009) Some geometric aggregation functions and their application to dynamic multiple attribute decision making in the intuitionistic fuzzy setting. Int J Uncertain Fuzziness Knowl Based Syst 17:179–196CrossRefMATH Wei GW (2009) Some geometric aggregation functions and their application to dynamic multiple attribute decision making in the intuitionistic fuzzy setting. Int J Uncertain Fuzziness Knowl Based Syst 17:179–196CrossRefMATH
Zurück zum Zitat Yager RR (1988) On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans Syst Man Cybern 18:183–190CrossRefMATHMathSciNet Yager RR (1988) On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans Syst Man Cybern 18:183–190CrossRefMATHMathSciNet
Metadaten
Titel
Generalized intuitionistic fuzzy geometric aggregation operator and its application to multi-criteria group decision making
verfasst von
Chunqiao Tan
Publikationsdatum
01.05.2011
Verlag
Springer-Verlag
Erschienen in
Soft Computing / Ausgabe 5/2011
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-010-0554-6

Weitere Artikel der Ausgabe 5/2011

Soft Computing 5/2011 Zur Ausgabe

Premium Partner