Title :
Knowledge feature analysis to incomplete information system
Author :
Deng, Jiuying ; Wang, Qinruo ; Qiang Chen ; Ye, Baoyu ; Tan, Jianhui
Author_Institution :
Sch. of Autom. Sci. & Eng., Univ. of Technol. of China, Guangzhou, China
Abstract :
The Variable Precision Rough Set (VPRS) model extends the basic Rough Set (RS) theory with finite universes and finite evaluative measures. VPRS is concerned with the equivalence and the contained relationship between two sets. In incompatible information systems, the inclusion degree and à upper (lower) approximation of the inconsistent equivalence class to the decision equivalence classes may be affected by the variable precision. The analysis of an example decision table shows that there is a critical point in à available-values region. In the new à range limited at the critical point, the incomplete decision table can be converted to the coordination decision table reliably. We introduce a way and its algorithm implement for the critical value search. The inconsistent equivalence class transformation is performed.
Keywords :
decision tables; information systems; knowledge engineering; rough set theory; VPRS; coordination decision table; information system; knowledge feature analysis; rough set theory; variable precision rough set model; Asia; Automatic control; Control systems; Informatics; Information analysis; Information systems; Knowledge engineering; Robot control; Robot kinematics; Robotics and automation; critical value search; incomplete decision table; knowledge feature; rough set model;
Conference_Titel :
Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5192-0
Electronic_ISBN :
1948-3414
DOI :
10.1109/CAR.2010.5456831