Title :
The properties and information measures for information sets
Author :
Agarwal, Mohini ; Hanmandlu, M. ; Biswas, Kanad K.
Author_Institution :
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol., New Delhi, New Delhi, India
Abstract :
Information sets expand the scope of the existing uncertainty theories by representing uncertainty in the information sources. An information set takes into account both the information source values as well as the membership grades. In this study, we investigate in detail the properties of the information sets. The information measures for the information sets are also developed to measure the information content in an information set.
Keywords :
information theory; set theory; uncertainty handling; information content measurement; information sets; information sources; membership grades; uncertainty theories; Databases; Entropy; Fuzzy set theory; Fuzzy sets; Remuneration; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891680
