Skip to main content

Characterization of Generalized Necessity Functions in Łukasiewicz Logic

  • Conference paper
Nonlinear Mathematics for Uncertainty and its Applications

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 100))

Abstract

We study a generalization of necessity functions to MV-algebras. In particular, we are going to study belief functions whose associated mass assignments have nested focal elements. Since this class of belief functions coincides with necessity functions on Boolean algebras, we will call them generalized necessity functions. Using geometrical and combinatorial techniques we provide several characterizations of these functions in terms of Choquet integral, Lebesgue integral, and min-plus polynomials.

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 259.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • Durable hardcover 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. Cignoli, R.L.O., D’Ottaviano, I.M.L., Mundici, D.: Algebraic Foundations of many-valued Reasoning. In: Trends in Logic—Studia Logica Library, vol. 7. Kluwer Academic Publishers, Dordrecht (2000)

    Google Scholar 

  2. Cuzzolin, F.: A geometric approach to the theory of evidence. IEEE Transactions on Systems, Man, and Cybernetics part C 38, 522–534 (2007)

    Article  Google Scholar 

  3. Dubois, D., Prade, H.: Evidence measures based on fuzzy information. Automatica 21, 547–562 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  4. Dubois, D., Prade, H.: Possibility Theory. An approach to computerized processing of uncertainty. Plenum Press, New York (1988)

    MATH  Google Scholar 

  5. Flaminio, T., Godo, L., Marchioni, E.: On the logical formalization of possibilistic counterpart of states over n-valued events. Journal of Logic and Computation, doi:10.1093/logcom/exp012 (in press)

    Google Scholar 

  6. Halpern, J.Y.: Reasoning about Uncertainty. The MIT Press, Cambridge (2003)

    MATH  Google Scholar 

  7. Kôpka, F., Chovanec, F.: D-posets. Math. Slovaca 44, 21–34 (1994)

    MATH  Google Scholar 

  8. Kroupa, T.: Representation and extension of states on MV-algebras. Archive for Mathematical Logic 45, 381–392 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  9. Kroupa, T.: Affinity and continuity of credal set operator. In: Augustin, T., Coolen, F.P.A., Moral, S., Troffaes, M.C.M. (eds.) Proceedings of the Sixth International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2009, Durham, UK, pp. 269–276 (2009)

    Google Scholar 

  10. Kroupa, T.: From probabilities to belief functions on MV-algebras. In: Borgelt, C., González-Rodríguez, G., Trutschnig, W., Lubiano, M.A., Gil, M.Á., Grzegorzewski, P., Hryniewicz, O. (eds.) Combining Soft Computing and Statistical Methods in Data Analysis. Advances in Intelligent and Soft Computing, vol. 77, pp. 387–394. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  11. Kroupa, T.: Generalized Möbius transform of games on MV-algebras and its application to Cimmino-type algorithm for the core. In: To appear in Contemporary Mathematics. AMS, Providence (2011)

    Google Scholar 

  12. Kroupa, T.: Extension of belief functions to infinite-valued events. Accepted to Soft Computing (2011)

    Google Scholar 

  13. Mundici, D.: Averaging the truth-value in Łukasiewicz logic. Studia Logica 55, 113–127 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  14. Panti, G.: Invariant measures in free MV-algebras. Communications in Algebra 36, 2849–2861 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  15. Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Flaminio, T., Kroupa, T. (2011). Characterization of Generalized Necessity Functions in Łukasiewicz Logic. In: Li, S., Wang, X., Okazaki, Y., Kawabe, J., Murofushi, T., Guan, L. (eds) Nonlinear Mathematics for Uncertainty and its Applications. Advances in Intelligent and Soft Computing, vol 100. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22833-9_75

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-22833-9_75

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22832-2

  • Online ISBN: 978-3-642-22833-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics