Title :
Total uncertainty of possibility assignments
Author_Institution :
Sch. of CSE, New South Wales Univ., Kensington, NSW, Australia
Abstract :
Recently a measure of uncertainty for general evidence assignments was proposed by N.R. Pal et al. Called total uncertainty, it combines both the dispersion and nonspecificity aspects of uncertainty. The author studies this measure in the context of possibilistic assignments. He establishes its maximum value and the maximizing assignment, and compares it to the traditional possibilistic measure, U-uncertainty. It is shown that in the main, it can be approximated by the sum of separate maxima of information, one computed according to possibilistic, and the other according to probabilistic rules. This is in contrast with earlier measures, which address the extent of conflict among the focal sets, and become negligible for possibilistic assignments. The study thus offers additional support to the thesis that possibility assignments address issues of specificity, while probability assignments deal primarily with dispersion
Keywords :
fuzzy logic; inference mechanisms; uncertainty handling; U-uncertainty; dispersion; focal sets; maximum value; nonspecificity aspects; possibilistic rules; possibility assignments; probabilistic rules; separate maxima; total uncertainty; Australia; Possibility theory; Uncertainty; Visualization;
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
DOI :
10.1109/FUZZY.1993.327566