CFP last date
20 January 2025
Reseach Article

A Note on the Coherence between Probability and Possibility Measures

by Mamoni Dhar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 43 - Number 7
Year of Publication: 2012
Authors: Mamoni Dhar
10.5120/6116-8315

Mamoni Dhar . A Note on the Coherence between Probability and Possibility Measures. International Journal of Computer Applications. 43, 7 ( April 2012), 28-31. DOI=10.5120/6116-8315

@article{ 10.5120/6116-8315,
author = { Mamoni Dhar },
title = { A Note on the Coherence between Probability and Possibility Measures },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 43 },
number = { 7 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 28-31 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume43/number7/6116-8315/ },
doi = { 10.5120/6116-8315 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:32:48.903279+05:30
%A Mamoni Dhar
%T A Note on the Coherence between Probability and Possibility Measures
%J International Journal of Computer Applications
%@ 0975-8887
%V 43
%N 7
%P 28-31
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this article, we intend to revisit the coherence established between possibility and probability from some functions which are density functions and would like to draw attention of the fact that since a possibility distribution of a normal fuzzy number can be expressed as two distribution functions by using set superimpositions, it seems that the efforts of finding the density functions which are possibility distributions and probability distributions at the same time would have no logical meaning from our standpoints so far. This paper also revisits the variable transformation established in accordance with some existing transformations. The aim of this paper is to contribute towards the development of a formal technique as well as methodological foundations that could deal with the outlined problems. A new procedure is proposed which disagree with all the existing principles. Further, logic behind our claim is put forward in details and it is expected that this would be able to satisfy all who are working to find possible consistency between possibility and probability.

References
  1. L. A. Zadeh, Inform. and Control, 338-353, 1965.
  2. Kaufman A. and M. M. Gupta,Introduction to Fuzzy Arithemetic, Theory and applications, Van Nostrand Reinhold Co. Inc. , Wokingham, Berkshire, 1984
  3. Hemanta. K. Baruah, Set Superimposition and its Applications to the Theory of Fuzzy Sets, Journal of the Assam Science Society, Vol. 40,No. 1 & 2, 25-31, 1999
  4. Hemanta. K. Baruah, Fuzzy Membership with respect to a Reference Function ,Journal of the Assam Science Society, Vol. 40,No. 3,1999,65-73.
  5. Elina Castineira,Susana Cubillo,Enric Trillas,On the Coherence between Probability and Posibility Measures,International Journal of Information Theories and Applications ,Vol. 14,303-310,2007
  6. Hemanta k. Baruah, the Randomness-Fuzzuness Consistency Principles, IJEIC, Vol. 1, Issue 1, 37-48, 2010
  7. Hemanta K. Baruah, Construction of the Membership Function of a Fuzzy Number, ICIC Express Letters, Vol. 5, Issue 2, 545-549, 2011.
  8. Hemanta. K . Baruah, Theory of Fuzzy sets Beliefs and Realities, IJEIC, Vol. 2, Issue 2, 1-22, 2011
  9. Hemanta K. Baruah, In Search of the Root of Fuzziness: The Measure Theoretic Meaning of Partial Presence, Annals of Fuzzy Mathematics and Informatics, Vol. 2, No. 1, 57 – 68, 2011.
  10. Hemanta K. Baruah, An Introduction to the Theory of Imprecise Sets: the Mathematics of Partial Presence, Journal of Mathematical and Computational Sciences, Vol. 2, No. 2, 2012, 110-124.
  11. Hemanta K. Baruah, Construction of Normal Fuzzy Numbers Using the Mathematics of Partial Presence, Journal of Modern Mathematics Frontiers, Vol. 1, No. 1, 9 - 15, 2012.
  12. Dubious and Prade: Fuzy sets and Systems: Theory and Applications, Academic Press, New York (1980)
  13. Yamada. K. Probability-Posibility Transformation based on Evidence Theory, IEEE, 70-76
  14. Moamar Sayed mouchaweb, Mohamed Said Bouguelid, Patrice Billaudel, Bernard RiERA: variable Probability-Possibility transformation, 25th European Annual Conference on Human Decision -Making and Manual Control (EAM"06), September 27-29, Valenciennes, France.
  15. Didier Dubios, Laurent Foulloy, Gillis Mauris and Henry Prade: Probability – Possibility Transformations, Triangular Fuzzy Sets, and Probabilistic Inequalities.
  16. L. A. Zadeh: Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets and System, 1, 3-28, 1978
Index Terms

Computer Science
Information Sciences

Keywords

Randomness-fuzziness Consistency Principle Glivenko-cantelli's Theorem Probability Distribution