Title :
Toward a generalized theory of uncertainty (GTU) - an outline
Author_Institution :
Dept. of EECS, California Univ., Berkeley, CA, USA
Abstract :
It is a deep-seated tradition in science to view uncertainty as a province of probability theory. The generalized theory of uncertainty (GTU), which is outlined in this paper, breaks with this tradition and views uncertainty in a broader perspective. Uncertainty is an attribute of information. A fundamental premise of GTU is that information, whatever its form, may be represented as what is called a generalized constraint. The concept of a generalized constraint is the centerpiece of GTU.
Keywords :
constraint theory; probability; uncertainty handling; generalized constraint; generalized uncertainty theory; probability theory; Computer science; Fuzzy sets; Indexing; Laboratories; Natural languages; Prototypes; Qualifications; Telephony; USA Councils; Uncertainty;
Conference_Titel :
Granular Computing, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9017-2
DOI :
10.1109/GRC.2005.1547227