Practical Methods for Constructing Possibility Distributions

Publication Type:
Journal Article
International Journal of Intelligent Systems, 2016, 31 (3), pp. 215 - 239
Issue Date:
Full metadata record
Files in This Item:
Filename Description Size
int21782.pdfPublished Version193.89 kB
Adobe PDF
© 2015 Wiley Periodicals, Inc. This survey paper provides an overview of existing methods for building possibility distributions. We both consider the case of qualitative possibility theory, where the scale remains ordinal, and the case of quantitative possibility theory, where the scale is the real interval [0, 1]. Methods may be order-based or similarity-based for qualitative possibility distributions, whereas statistical methods apply in the quantitative case and then possibilities encode nested random epistemic sets or upper bounds of probabilities. But distance-based approaches, or expert estimates, may be also exploited in the quantitative case.
Please use this identifier to cite or link to this item: