Skip to main content
Erschienen in: Group Decision and Negotiation 6/2016

18.03.2016

Multiple Attribute Group Decision Making Method Based on Utility Theory Under Interval-Valued Intuitionistic Fuzzy Environment

verfasst von: Fangwei Zhang, Shihe Xu

Erschienen in: Group Decision and Negotiation | Ausgabe 6/2016

Einloggen

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

search-config
loading …

Abstract

In this paper, a kind of multiple attribute group decision making problem is studied, where there is no original information about the weights of importance of the attributes and the decision makers (DMs), and the attribute values are given in the form of interval-valued intuitionistic fuzzy numbers (IVIFNs). To solve this problem, a new method is proposed based on utility theory. In the proposed method, the weights of importance of the DMs and the attributes are all determined by using the intuitionistic indexes of related IVIFNs. And then, the alternatives are compared by using their composite interval indexes which are generated based on utility theory. Finally, two numerical examples are proposed to demonstrate the effectiveness of the proposed method.

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!

Literatur
Zurück zum Zitat Atanassov K (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96CrossRef Atanassov K (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96CrossRef
Zurück zum Zitat Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst 31(3):343–349CrossRef Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst 31(3):343–349CrossRef
Zurück zum Zitat Burillo P, Bustince H (1996) Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy Sets Syst 78(3):305–316CrossRef Burillo P, Bustince H (1996) Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy Sets Syst 78(3):305–316CrossRef
Zurück zum Zitat Coifman RR, Wickerhauser MV (1992) Entropy-based algorithms for best basis selection. IEEE Trans Inf Theory 38(2):713–718CrossRef Coifman RR, Wickerhauser MV (1992) Entropy-based algorithms for best basis selection. IEEE Trans Inf Theory 38(2):713–718CrossRef
Zurück zum Zitat Fishburn PC (1970) Utility theory for decision making. Research analysis corp, McLean, VA Fishburn PC (1970) Utility theory for decision making. Research analysis corp, McLean, VA
Zurück zum Zitat Hwang CL, Lin MJ (2012) Group decision making under multiple criteria: methods and applications, vol 281. Springer Science and Business Media, Berlin Hwang CL, Lin MJ (2012) Group decision making under multiple criteria: methods and applications, vol 281. Springer Science and Business Media, Berlin
Zurück zum Zitat Kim SH, Choi SH, Kim JK (1999) An interactive procedure for multiple attribute group decision making with incomplete information: Range-based approach. Eur J Oper Res 118(1):139–152CrossRef Kim SH, Choi SH, Kim JK (1999) An interactive procedure for multiple attribute group decision making with incomplete information: Range-based approach. Eur J Oper Res 118(1):139–152CrossRef
Zurück zum Zitat Li DF, Cheng CT (2002) New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions. Pattern Recogn Lett 23(1–3):221–225 Li DF, Cheng CT (2002) New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions. Pattern Recogn Lett 23(1–3):221–225
Zurück zum Zitat Liang ZZ, Shi PF (2003) Similarity measures on intuitionistic fuzzy sets. Pattern Recogn Lett 24(15):2687–2693CrossRef Liang ZZ, Shi PF (2003) Similarity measures on intuitionistic fuzzy sets. Pattern Recogn Lett 24(15):2687–2693CrossRef
Zurück zum Zitat Meng F, Chen X (2014) Entropy and similarity measure of Atanassov’s intuitionistic fuzzy sets and their application to pattern recognition based on fuzzy measures. Pattern Anal Appl. doi:10.1007/s10044-014-0378-6 Meng F, Chen X (2014) Entropy and similarity measure of Atanassov’s intuitionistic fuzzy sets and their application to pattern recognition based on fuzzy measures. Pattern Anal Appl. doi:10.​1007/​s10044-014-0378-6
Zurück zum Zitat Muley AA, Bajaj VH, Anjali P et al (2010) Applications of fuzzy multiple attribute decision making method solving by interval numbers. Adv Comput Res 2(1):1–5 Muley AA, Bajaj VH, Anjali P et al (2010) Applications of fuzzy multiple attribute decision making method solving by interval numbers. Adv Comput Res 2(1):1–5
Zurück zum Zitat Park DG, Kwuna YC, Park JH et al (2009) Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problems. Math Comput Model 50(9–10):1279–1293CrossRef Park DG, Kwuna YC, Park JH et al (2009) Correlation coefficient of interval-valued intuitionistic fuzzy sets and its application to multiple attribute group decision making problems. Math Comput Model 50(9–10):1279–1293CrossRef
Zurück zum Zitat Szmidt E, Kacprzyk J (2000) Distances between intuitionistic fuzzy sets. Fuzzy Sets Syst 114(3):505–518CrossRef Szmidt E, Kacprzyk J (2000) Distances between intuitionistic fuzzy sets. Fuzzy Sets Syst 114(3):505–518CrossRef
Zurück zum Zitat Szmidt E, Kacprzyk J (2001) Entropy for intuitionistic fuzzy sets. Fuzzy Sets Syst 118(3):467–477CrossRef Szmidt E, Kacprzyk J (2001) Entropy for intuitionistic fuzzy sets. Fuzzy Sets Syst 118(3):467–477CrossRef
Zurück zum Zitat Szmidt E, Kacprzyk J (2006) Entropy and similarity of intuitionistic fuzzy sets. In: Proceedings information processing and management of uncertainty in knowledge-based systems, Paris, France, pp 2375–2382 Szmidt E, Kacprzyk J (2006) Entropy and similarity of intuitionistic fuzzy sets. In: Proceedings information processing and management of uncertainty in knowledge-based systems, Paris, France, pp 2375–2382
Zurück zum Zitat Wei GW (2010) Some induced geometric aggregation operators with intuitionistic fuzzy information and their application to group decision making. Appl Soft Comput 10:423–431CrossRef Wei GW (2010) Some induced geometric aggregation operators with intuitionistic fuzzy information and their application to group decision making. Appl Soft Comput 10:423–431CrossRef
Zurück zum Zitat Xiao J, Zhang Y, Fu C (2011) Comparison between methods of interval number ranking based on possibility. J Tianjin Univ 44(8):705–711 Xiao J, Zhang Y, Fu C (2011) Comparison between methods of interval number ranking based on possibility. J Tianjin Univ 44(8):705–711
Zurück zum Zitat Xu ZS (2007) Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making. Control Decis 22(2):215–219 Xu ZS (2007) 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 (2007) An approach to group decision making based on interval-valued intuitionistic judgement matrices. Syst Eng Theory Pract 27(4):126–133CrossRef Xu ZS, Chen J (2007) An approach to group decision making based on interval-valued intuitionistic judgement matrices. Syst Eng Theory Pract 27(4):126–133CrossRef
Zurück zum Zitat Ye J (2010a) Two effective measures of intuitionistic fuzzy entropy. Computing 87(1–2):55–62CrossRef Ye J (2010a) Two effective measures of intuitionistic fuzzy entropy. Computing 87(1–2):55–62CrossRef
Zurück zum Zitat Ye J (2010b) Multicriteria fuzzy decision-making method using entropy weights-based correlation coefficients of interval-valued intuitionistic fuzzy sets. Appl Math Model 34(12):3864–3870CrossRef Ye J (2010b) Multicriteria fuzzy decision-making method using entropy weights-based correlation coefficients of interval-valued intuitionistic fuzzy sets. Appl Math Model 34(12):3864–3870CrossRef
Zurück zum Zitat Ye J (2010c) Fuzzy decision-making method based on the weighted correlation coefficient under intuitionistic fuzzy environment. Eur J Oper Res 205(1):202–204CrossRef Ye J (2010c) Fuzzy decision-making method based on the weighted correlation coefficient under intuitionistic fuzzy environment. Eur J Oper Res 205(1):202–204CrossRef
Zurück zum Zitat Ye J (2013) Multiple attribute group decision-making methods with completely unknown weights in intuitionistic fuzzy setting and interval-valued intuitionistic fuzzy setting. Group Decis Negot 22(2):173–188CrossRef Ye J (2013) Multiple attribute group decision-making methods with completely unknown weights in intuitionistic fuzzy setting and interval-valued intuitionistic fuzzy setting. Group Decis Negot 22(2):173–188CrossRef
Zurück zum Zitat Zeng S (2013) Some intuitionistic fuzzy weighted distance measures and their application to group decision making. Group Decis Negot 22(2):281–298CrossRef Zeng S (2013) Some intuitionistic fuzzy weighted distance measures and their application to group decision making. Group Decis Negot 22(2):281–298CrossRef
Metadaten
Titel
Multiple Attribute Group Decision Making Method Based on Utility Theory Under Interval-Valued Intuitionistic Fuzzy Environment
verfasst von
Fangwei Zhang
Shihe Xu
Publikationsdatum
18.03.2016
Verlag
Springer Netherlands
Erschienen in
Group Decision and Negotiation / Ausgabe 6/2016
Print ISSN: 0926-2644
Elektronische ISSN: 1572-9907
DOI
https://doi.org/10.1007/s10726-016-9473-y

Weitere Artikel der Ausgabe 6/2016

Group Decision and Negotiation 6/2016 Zur Ausgabe

Premium Partner