Skip to main content
Erschienen in: Soft Computing 7/2016

19.03.2015 | Methodologies and Application

Fuzzy multicriteria decision making method based on the improved accuracy function for interval-valued intuitionistic fuzzy sets

verfasst von: Rıdvan Şahin

Erschienen in: Soft Computing | Ausgabe 7/2016

Einloggen

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

search-config
loading …

Abstract

A new accuracy function for the theory of interval-valued intuitionistic fuzzy set, which overcomes some difficulties arising in the existing methods for determining rank of interval-valued intuitionistic fuzzy numbers, is proposed by taking into account the hesitancy degree of interval-valued intuitionistic fuzzy sets. By comparing it with several proposed accuracy functions, the necessity and efficiency of our accuracy function are provided by giving related examples. A fuzzy multicriteria decision making method is established to select the best alternative in multicriteria decision making process which is taken as interval-valued intuitionistic fuzzy set of criterion values for alternatives. While aggregating the interval-valued intuitionistic fuzzy information corresponding to each alternative, we utilize the interval-valued intuitionistic fuzzy weighted aggregation operators. Then the accuracy degree of the aggregated interval-valued intuitionistic fuzzy information is computed via the new proposed accuracy function. Thus, we can rank all the alternatives according to the accuracy function and choose the optimal one(s). Finally, an illustrative example is given to demonstrate the practicality and effectiveness of the proposed approach.

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 (1983) Intuitionistic fuzzy sets. VII ITKR’s session, Sofia Atanassov K (1983) Intuitionistic fuzzy sets. VII ITKR’s session, Sofia
Zurück zum Zitat Chen SM, Tan JM (1994) Handling multicriteria fuzzy decision making problems based on vague set theory. Fuzzy Sets Syst 67:163–172MathSciNetCrossRefMATH Chen SM, Tan JM (1994) Handling multicriteria fuzzy decision making problems based on vague set theory. Fuzzy Sets Syst 67:163–172MathSciNetCrossRefMATH
Zurück zum Zitat Chen T (2011) A comparative analysis of score functions for multiple criteria decision making in intuitionistic fuzzy settings. Inf Sci 181(17):3652–3676CrossRef Chen T (2011) A comparative analysis of score functions for multiple criteria decision making in intuitionistic fuzzy settings. Inf Sci 181(17):3652–3676CrossRef
Zurück zum Zitat Gorzaleczany MB (1987) A method of inference in approximate reasoning based on interval-valued fuzzy sets. Fuzzy Sets Syst 21:1–17MathSciNetCrossRef Gorzaleczany MB (1987) A method of inference in approximate reasoning based on interval-valued fuzzy sets. Fuzzy Sets Syst 21:1–17MathSciNetCrossRef
Zurück zum Zitat Herrera F, Herrera-Viedma E (2000) Linguistic decision analysis: Steps for solving decision problems under linguistic information. Fuzzy Sets Syst 115:67–82MathSciNetCrossRefMATH Herrera F, Herrera-Viedma E (2000) Linguistic decision analysis: Steps for solving decision problems under linguistic information. Fuzzy Sets Syst 115:67–82MathSciNetCrossRefMATH
Zurück zum Zitat Hong DH, Choi CH (2000) Multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 114:103–113CrossRefMATH Hong DH, Choi CH (2000) Multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst 114:103–113CrossRefMATH
Zurück zum Zitat Nayagam VLG, Venkateshwari G, Sivaraman G (2008) Ranking of intuitionistic fuzzy numbers. In: Proceedings of the IEEE international conference on fuzzy systems (IEEE FUZZ 2008), pp 1971–1974 Nayagam VLG, Venkateshwari G, Sivaraman G (2008) Ranking of intuitionistic fuzzy numbers. In: Proceedings of the IEEE international conference on fuzzy systems (IEEE FUZZ 2008), pp 1971–1974
Zurück zum Zitat Li D (2012) Multiattribute decision making method based on generalized OWA operators with intuitionistic fuzzy sets. Expert Syst Appl 37(12):8673–8678CrossRef Li D (2012) Multiattribute decision making method based on generalized OWA operators with intuitionistic fuzzy sets. Expert Syst Appl 37(12):8673–8678CrossRef
Zurück zum Zitat Lin L, Yuan XH, Xia ZQ (2007) Multicriteria decision-making methods based on intuitionistic fuzzy sets. J Comput Syst Sci 73:84–88MathSciNetCrossRefMATH Lin L, Yuan XH, Xia ZQ (2007) Multicriteria decision-making methods based on intuitionistic fuzzy sets. J Comput Syst Sci 73:84–88MathSciNetCrossRefMATH
Zurück zum Zitat Liu HW, Wang GJ (2007) Multicriteria decision-making methods based on intuitionistic fuzzy sets. Eur J Oper Res 179:220–233CrossRefMATH Liu HW, Wang GJ (2007) Multicriteria decision-making methods based on intuitionistic fuzzy sets. Eur J Oper Res 179:220–233CrossRefMATH
Zurück zum Zitat Nayagam VLG, Muralikrish S, Sivaraman G (2011) Multicriteria decision-making method based on interval-valued intuitionistic fuzzy sets. Expert Syst Appl 38(3):1464–1467CrossRef Nayagam VLG, Muralikrish S, Sivaraman G (2011) Multicriteria decision-making method based on interval-valued intuitionistic fuzzy sets. Expert Syst Appl 38(3):1464–1467CrossRef
Zurück zum Zitat Xu ZS (2007a) Intuitionistic preference relations and their application in group decision making. Inf Sci 177(11):2363–2379MathSciNetCrossRefMATH Xu ZS (2007a) Intuitionistic preference relations and their application in group decision making. Inf Sci 177(11):2363–2379MathSciNetCrossRefMATH
Zurück zum Zitat Xu ZS (2007b) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179–1187CrossRef Xu ZS (2007b) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179–1187CrossRef
Zurück zum Zitat Xu ZS (2007c) Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making. Control Decis 22(2):215–219 Xu ZS (2007c) Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making. Control Decis 22(2):215–219
Zurück zum Zitat Xu ZS, Chen J (2007a) An approach to group decision making based on interval-valued intuitionistic fuzzy judgment matrices. Syst Eng Theory Pract 27(4):126–133CrossRef Xu ZS, Chen J (2007a) An approach to group decision making based on interval-valued intuitionistic fuzzy judgment matrices. Syst Eng Theory Pract 27(4):126–133CrossRef
Zurück zum Zitat Xu ZS, Chen J (2007b) On geometric aggregation over interval-valued intuitionistic fuzzy information. In: FSKD, 4th International Conference on Fuzzy Systems and Knowledge Discovery, vol 2, pp 466–471 Xu ZS, Chen J (2007b) On geometric aggregation over interval-valued intuitionistic fuzzy information. In: FSKD, 4th International Conference on Fuzzy Systems and Knowledge Discovery, vol 2, pp 466–471
Zurück zum Zitat Xu ZS, Da QL (2003) An overview of operators for aggregating information. Int J Gen Syst 18:953–969 Xu ZS, Da QL (2003) An overview of operators for aggregating information. Int J Gen Syst 18:953–969
Zurück zum Zitat Ye J (2007) Improved method of multicriteria fuzzy decision-making based on vague sets. Computer-Aided Design 39(2):164–169CrossRef Ye J (2007) Improved method of multicriteria fuzzy decision-making based on vague sets. Computer-Aided Design 39(2):164–169CrossRef
Zurück zum Zitat Ye J (2009) Multicriteria fuzzy decision-making method based on a novel accuracy function under interval-valued intuitionistic fuzzy environment. Expert Syst Appl 36:6899–6902CrossRef Ye J (2009) Multicriteria fuzzy decision-making method based on a novel accuracy function under interval-valued intuitionistic fuzzy environment. Expert Syst Appl 36:6899–6902CrossRef
Metadaten
Titel
Fuzzy multicriteria decision making method based on the improved accuracy function for interval-valued intuitionistic fuzzy sets
verfasst von
Rıdvan Şahin
Publikationsdatum
19.03.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 7/2016
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-015-1657-x

Weitere Artikel der Ausgabe 7/2016

Soft Computing 7/2016 Zur Ausgabe