Skip to main content
Log in

Quadratic entropy of uncertain sets

  • Published:
Fuzzy Optimization and Decision Making Aims and scope Submit manuscript

Abstract

Uncertain set is a set-valued function on an uncertainty space, and attempts to model unsharp concepts. Firstly, a definition of quadratic entropy to characterize the uncertainty of uncertain sets resulting from information deficiency is proposed. Secondly, some properties of quadratic entropy for uncertain sets are given, and the relation between quadratic entropy and Liu’s entropy of uncertain sets is discussed. Finally, a quadratic cross entropy for uncertain sets is investigated.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Bhandari D., Pal N. R. (1993) Some new information for fuzzy sets. Information Science 67(3): 209–228

    Article  MathSciNet  MATH  Google Scholar 

  • Chen X., Dai W. (2011) Maximum entropy principle for uncertain variables. International Journal of Fuzzy Systems 13(3): 232–236

    MathSciNet  Google Scholar 

  • Chen X., Kar S., Ralescu D. (2012) Cross-entropy measure of uncertain variables. Information Science 201: 53–60

    Article  MathSciNet  MATH  Google Scholar 

  • Dai W., Chen X. (2012) Entropy of function of uncertain variables. Mathematical and Computer Modelling 55(3–4): 754–760

    Article  MathSciNet  MATH  Google Scholar 

  • Kullback S., Leibler R. A. (1951) On information and sufficiency. Annals of Mathematical Statistics 22(1): 79–86

    Article  MathSciNet  MATH  Google Scholar 

  • Liu B. (2007) Uncertainty theory (2nd ed.). Springer, Berlin

    MATH  Google Scholar 

  • Liu B. (2009a) Theory and practice of uncertain programming (2nd ed.). Springer, Berlin

    Book  MATH  Google Scholar 

  • Liu B. (2009b) Some research problems in uncertainty theory. Journal of Uncertain Systems 3(1): 3–10

    Google Scholar 

  • Liu B. (2010) Uncertain set theory and uncertain inference rule with application to uncertain control. Journal of Uncertain Systems 4(2): 83–98

    Google Scholar 

  • Liu B. (2011a) Uncertainty theory: A branch of mathematics for modeling human uncertainty. Springer, Berlin

    Google Scholar 

  • Liu B. (2011b) Uncertain logic for modeling human language. Journal of Uncertain Systems 5(1): 3–20

    Google Scholar 

  • Liu B. (2012a) Why is there a need for uncertainty theory?. Journal of Uncertain Systems 6(1): 3–10

    Google Scholar 

  • Liu, B. (2012b). Membership functions and operational law of uncertain sets. Fuzzy Optimization and Decision Making (to be published).

  • Shannon, C. (1948). A mathematical theory of communication. Bell System Techcnical Journal, 27, 373–423, 623–656.

    Google Scholar 

  • Vaida I. (1968) Bounds of the minimal error probability on checking a finite or countable number of hypothesis. Information Transmission Problems 4: 9–19

    MathSciNet  MATH  Google Scholar 

  • Zadeh L. (1965) Fuzzy sets. Information and Control 8: 338–353

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Minghu Ha.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, X., Ha, M. Quadratic entropy of uncertain sets. Fuzzy Optim Decis Making 12, 99–109 (2013). https://doi.org/10.1007/s10700-012-9140-y

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10700-012-9140-y

Keywords

Navigation