PRINCIPLES OF UNCERTAINTY - WHAT ARE THEY - WHY DO WE NEED THEM

Authors
Citation
Gj. Klir, PRINCIPLES OF UNCERTAINTY - WHAT ARE THEY - WHY DO WE NEED THEM, Fuzzy sets and systems, 74(1), 1995, pp. 15-31
Citations number
50
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
ISSN journal
01650114
Volume
74
Issue
1
Year of publication
1995
Pages
15 - 31
Database
ISI
SICI code
0165-0114(1995)74:1<15:POU-WA>2.0.ZU;2-M
Abstract
The meaning and utility of three principles of uncertainty is discusse d. These principles, which are referred to as a principle of minimum u ncertainty, a principle of maximum uncertainty, and a principle of unc ertainty invariance, depend on the theory in which uncertainty is conc eptualized. Due to a connection between uncertainty and information, t he principles may also be conceived as principles of information. To m ake the principles operational in a particular uncertainty theory, we need to measure the amount of relevant uncertainty (and associated inf ormation) in each problem situation describable within the theory. Wel l-justified measures of uncertainty have thus far been established onl y in some uncertainty theories. These theories, their uncertainty meas ures, and the associated uncertainty principles are overviewed in the paper.