Title :
An minimal axiom group of rough set based on generalized relation
Author :
Xiangpeng, Li ; Qiang, Tang ; Qing, Liu
Author_Institution :
Dept. of Math. & Phys., Wuhan Univ. of Sci. & Eng., China
Abstract :
Rough set axiomatization is one aspect of rough set study, and the purpose is to characterize rough set theory using independable and minimal axiom groups. Thus, rough set theory can be studied by logic and axiom system methods. The classical rough set theory is based on equivalent relation, but rough set theory based on generalized relation has been widely applied to the real world. This paper gives some groups of axioms for generalized rough set and the reliability of the axiom group is proved. Simultaneously, the minimization of the axiom group is proved.
Keywords :
generalisation (artificial intelligence); group theory; rough set theory; uncertainty handling; generalized relation; logic method; minimal axiom group; rough set axiomatization; rough set theory; Decision support systems; Logic; Machine learning; Mathematics; Pattern recognition; Physics; Reliability engineering; Rough sets; Set theory; Uncertainty; Generalized relation; Independent; Reliability; Rough set;
Conference_Titel :
Granular Computing, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9017-2
DOI :
10.1109/GRC.2005.1547291