Skip to main content
Top

2013 | OriginalPaper | Chapter

12. Aggregation Operators of Interval Grey Numbers and Their Use in Grey Multi-Attribute Decision-Making

Authors : Honghua Wu, Yong Mu

Published in: Emerging Technologies for Information Systems, Computing, and Management

Publisher: Springer New York

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this paper, authors propose a fast and efficient ranking method for interval grey numbers based on the idea of mean value and mean square deviation in statistics. If the degree of greyness of grey number is very small, the interval grey number is then big when the kernels of the interval grey numbers are equals. Authors extend data information weighted arithmetic averaging (WAA) operator, ordered weighted averaging (OWA) operator and hybrid weighted averaging operator (HWA) operator, meanwhile they propose interval grey numbers WAA operator, interval grey numbers OWA operator, and interval grey numbers HWA operator. According to these operators, authors develop an approach to solve grey multi-attribute multi-person decision-making problems, in which the attributive weights are completely known and the attributor values are interval grey numbers. Finally, an illustrative example is given.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
2.
go back to reference Sifeng, Liu, Yi, Lin: Grey information: theory and practical application. Springer, London (2005) Sifeng, Liu, Yi, Lin: Grey information: theory and practical application. Springer, London (2005)
3.
go back to reference Sifeng, Liu, Yaoguo, Dang: Grey System Theory and Its Application. Science Press, Beijing (2010) Sifeng, Liu, Yaoguo, Dang: Grey System Theory and Its Application. Science Press, Beijing (2010)
4.
go back to reference Yi, Y.: Extended grey numbers and their operations. In Proceedings of the 2007 IEEE International Conference on Systems, Man and Cybernetics, pp. 2181–2186, (2007) Yi, Y.: Extended grey numbers and their operations. In Proceedings of the 2007 IEEE International Conference on Systems, Man and Cybernetics, pp. 2181–2186, (2007)
5.
go back to reference Yi, Y., Liu, S.: Kernels of grey numbers and their operations. Fuzzy Systems.. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence), pp. 826–831, (2008) Yi, Y., Liu, S.: Kernels of grey numbers and their operations. Fuzzy Systems.. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence), pp. 826–831, (2008)
6.
go back to reference Sifeng, Liu, Zhigeng, Fang, Naiming, Xie: Algorithm rules of interval grey numbers based on the “Kernel” and the degree of greyness of grey numbers. Syst. Eng. Elect. 32(2), 313–316 (2010)MATH Sifeng, Liu, Zhigeng, Fang, Naiming, Xie: Algorithm rules of interval grey numbers based on the “Kernel” and the degree of greyness of grey numbers. Syst. Eng. Elect. 32(2), 313–316 (2010)MATH
7.
go back to reference Naiming, Xie, Sifeng, Liu: On comparing grey numbers with their probability distributions. Syst. Eng. Theory Pract. 29(4), 169–175 (2009) Naiming, Xie, Sifeng, Liu: On comparing grey numbers with their probability distributions. Syst. Eng. Theory Pract. 29(4), 169–175 (2009)
8.
go back to reference Zhigeng, Fang, Sifeng, Liu, et al.: Study on improvement of token and arithmetic of interval grey numbers and its GM (1, 1) model. Eng Sci 7(2), 57–61 (2005) Zhigeng, Fang, Sifeng, Liu, et al.: Study on improvement of token and arithmetic of interval grey numbers and its GM (1, 1) model. Eng Sci 7(2), 57–61 (2005)
9.
go back to reference Haiying, Guo, Yanjun, Pang: A kind of order relations of interval grey number via kenning degree. Hebei Inst. Archit. Sci. Technol. 20(1), 85–86 (2003) Haiying, Guo, Yanjun, Pang: A kind of order relations of interval grey number via kenning degree. Hebei Inst. Archit. Sci. Technol. 20(1), 85–86 (2003)
10.
go back to reference Yager, R.R., Kacprzyk, J.: The Ordered Weighted Averaging Operators: Theory and Applications. Kluwer, Norwell (1997)CrossRef Yager, R.R., Kacprzyk, J.: The Ordered Weighted Averaging Operators: Theory and Applications. Kluwer, Norwell (1997)CrossRef
11.
go back to reference Zeshui, Xu: Uncertain Multiple Attribute Decision Making: Methods and Application. Tsinghua University Press, Beijing (2004) Zeshui, Xu: Uncertain Multiple Attribute Decision Making: Methods and Application. Tsinghua University Press, Beijing (2004)
13.
go back to reference Harsanyi, J.C., Cardinal, W.: Individualistic ethics and interpersonal comparisons of utility. J. Political Econ. 63, 309–321 (1955)CrossRef Harsanyi, J.C., Cardinal, W.: Individualistic ethics and interpersonal comparisons of utility. J. Political Econ. 63, 309–321 (1955)CrossRef
14.
go back to reference Zeshui, Xu, Qingli, Da: An overview of operators for aggregating information. Int. J. Intell. Syst. 18, 953–969 (2003)CrossRef Zeshui, Xu, Qingli, Da: An overview of operators for aggregating information. Int. J. Intell. Syst. 18, 953–969 (2003)CrossRef
15.
go back to reference Huayou, Chen, Jinpei, Liu, Hui, Wang: A class of continuous ordered weighted harmonic(C-OWH) averaging operators for interval argument and its applications. Syst. Eng. Theory Pract. 28(7), 86–92 (2008) Huayou, Chen, Jinpei, Liu, Hui, Wang: A class of continuous ordered weighted harmonic(C-OWH) averaging operators for interval argument and its applications. Syst. Eng. Theory Pract. 28(7), 86–92 (2008)
16.
go back to reference Jiefang, Wang, Sifeng, Liu: Method of ranking three parameters interval grey numbers and its application in interval DEA model. Syst. Eng. Elect. 33(1), 106–109 (2011) Jiefang, Wang, Sifeng, Liu: Method of ranking three parameters interval grey numbers and its application in interval DEA model. Syst. Eng. Elect. 33(1), 106–109 (2011)
17.
go back to reference Dang, Luo: Analysis Method for Grey Decision-making Problems. Yellow River Water Conservation press, Zhengzhou (2005) Dang, Luo: Analysis Method for Grey Decision-making Problems. Yellow River Water Conservation press, Zhengzhou (2005)
Metadata
Title
Aggregation Operators of Interval Grey Numbers and Their Use in Grey Multi-Attribute Decision-Making
Authors
Honghua Wu
Yong Mu
Copyright Year
2013
Publisher
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-7010-6_12