Title :
A comparative study of some uncertain information theories
Author :
Wu, S.X. ; Li, M.Q. ; Cai, L.P. ; Liu, S.F.
Author_Institution :
Dept. of Autom., Xiamen Univ., Fujian, China
Abstract :
This paper summarizes the characters of some theories which deal with uncertain information including probability and mathematical statistics, fuzzy mathematics, rough sets, nonclassical logic and grey systems, as well as compares and analyses the similarities and differences among them. Moreover, in this paper, we discuss the feasibility of combining respective advantages of dealing with uncertain information with others´ so as to process uncertain information more effectively.
Keywords :
fuzzy set theory; grey systems; information technology; probability; rough set theory; fuzzy mathematics; grey systems; mathematical statistics; nonclassical logic; probability; rough sets; uncertain information theories; Data mining; Fuzzy logic; Fuzzy sets; Fuzzy systems; Information analysis; Mathematics; Probability; Rough sets; Statistics; Uncertainty;
Conference_Titel :
Control and Automation, 2005. ICCA '05. International Conference on
Print_ISBN :
0-7803-9137-3
DOI :
10.1109/ICCA.2005.1528288