Skip to main content

A Search for the Correlation Coefficient of Triangular and Trapezoidal Intuitionistic Fuzzy Sets for Multiple Attribute Group Decision Making

  • Conference paper
Mathematical Modelling and Scientific Computation (ICMMSC 2012)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 283))

Abstract

This paper introduces a new technique for defining the correlation coefficient of triangular and trapezoidal intuitionistic fuzzy sets for solving Multi-attribute Group Decision Making (MAGDM) problems. In situations where the information or the data is of the form of triangular or trapezoidal intuitionistic fuzzy numbers, some arithmetic aggregation operators, namely the trapezoidal intuitionistic fuzzy ordered weighted averaging (TzIFOWA) operator and the trapezoidal intuitionistic fuzzy hybrid aggregation (TzIFHA) operator are utilized. A new model is developed to solve the MAGDM problems using a new type of correlation coefficient defined for trapezoidal intuitionistic fuzzy sets based on the trapezoidal intuitionistic fuzzy weighted arithmetic averaging (TzIFWAA) operator and the TzIFHA operator.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Atanassov, K.T.: Intuitionistic Fuzzy Sets. Fuzzy Sets and Systems 20(1), 87–96 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  2. Atanassov, K.T.: More on Intuitionistic Fuzzy Sets. Fuzzy Sets and Systems 33, 37–45 (1989)

    Article  MathSciNet  MATH  Google Scholar 

  3. Burillo, P., Bustince, H., Mohedano, V.: Some Definitions of Intuitionistic Fuzzy Number. In: Lakov, D. (ed.) Proceedings of the 1st Workshop on Fuzzy Based Expert Systems, Sofia, Bulgaria, pp. 28–30 (1994)

    Google Scholar 

  4. Bustince, H., Burillo, P.: Correlation of Interval-valued Intuitionistic Fuzzy Sets. Fuzzy Sets and Systems 74(2), 237–244 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  5. Chen, S.M., Tan, J.M.: Handling Multi-criteria Fuzzy Decision Making Problems Based on Vague Sets. Fuzzy Sets and Systems 67(2), 163–172 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  6. Chen, S.H., Hsieh, C.H.: Graded Mean Integration Representation of Generalized Fuzzy Number. Journal of the Chinese Fuzzy System Association 5(2), 1–7 (1999)

    Google Scholar 

  7. Wei, G.: Some Arithmetic Aggregation Operators with Intuitionistic Trapezoidal Fuzzy Numbers and Their Application to Group Decision Making. Journal of Computers 5(3), 345–351 (2010)

    Article  Google Scholar 

  8. Herrera, F., Martinez, L., Sanchez, P.J.: Managing Non-homogenous Information in Group Decision Making. European Journal of Operational Research 166, 115–132 (2005)

    Article  MATH  Google Scholar 

  9. Hwang, C.L., Yoon, K.: Multiple Attributes Decision Making Methods and Applications. Springer, Heidelberg (1981)

    Book  MATH  Google Scholar 

  10. John Robinson, P., Henry Amirtharaj, E.C.: A Short Primer on the Correlation Coefficient of Vague Sets. International Journal of Fuzzy System Applications 1(2), 55–69 (2011)

    Article  Google Scholar 

  11. John Robinson, P., Henry Amirtharaj, E.C.: Extended TOPSIS with Correlation Coefficient of Triangular Intuitionistic Fuzzy Sets for Multiple Attribute Group Decision Making. International Journal of Decision Support System Technology 3(3), 15–40 (2011)

    Article  Google Scholar 

  12. Li, D.F.: Multi Attribute Decision Making Models and Methods Using Intuitionistic Fuzzy Sets. Journal of Computer and System Sciences 70, 73–85 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  13. Mahapatra, G.S., Roy, T.K.: Reliability Evaluation Using Triangular Intuitionistic Fuzzy Numbers Arithmetic Operations. World Academy of Science, Engineering and Technology 50 (2009)

    Google Scholar 

  14. Szmidt, E., Kacprzyk, J.: Using Intuitionistic Fuzzy Sets in Group Decision Making. Control and Cybernetics 31, 1037–1053 (2002)

    MATH  Google Scholar 

  15. Szmidt, E., Kacprzyk, J.: A Consensus-reaching Process under Intuitionistic Fuzzy Preference Relations. International Journal of Intelligent Systems 18, 837–852 (2003)

    Article  MATH  Google Scholar 

  16. Zeng, W., Li, H.: Correlation Coefficient of Intuitionistic Fuzzy sets. Journal of Industrial Engineering International 3, 33–40 (2007)

    Google Scholar 

  17. Xu, Z.S., Yager, R.R.: Some Geometric Aggregation Operators Based on Intuitionistic Fuzzy Sets. International Journal of General Systems 35, 417–433 (2006)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

P., J.R., E.C., H.A. (2012). A Search for the Correlation Coefficient of Triangular and Trapezoidal Intuitionistic Fuzzy Sets for Multiple Attribute Group Decision Making. In: Balasubramaniam, P., Uthayakumar, R. (eds) Mathematical Modelling and Scientific Computation. ICMMSC 2012. Communications in Computer and Information Science, vol 283. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28926-2_36

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-28926-2_36

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28925-5

  • Online ISBN: 978-3-642-28926-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics