Title :
A Novel Algorithm of Matrix Computation for Knowledge Reductions in Inconsistent Ordered Information Systems
Author :
Xu, Wei-Hua ; Zhang, Wen-xiu
Author_Institution :
Xi´´an Jiaotong Univ., Xi´´an
Abstract :
In this article, a new method for knowledge reductions is introduced in inconsistent ordered information systems. The dominance matrix and decision assignment matrix are proposed in information systems based on dominance relations. Furthermore, the algorithm of assignment reduction is obtained, from which we can provide approach to knowledge reductions operated simply in inconsistent systems based on dominance relations. Finally, an example illustrates the validity of this method, and shows the method is excellent to a complicated information system.
Keywords :
information systems; matrix algebra; rough set theory; assignment reduction; decision assignment matrix; dominance matrix; inconsistent ordered information systems; knowledge reductions; Data analysis; Fuzzy systems; Information systems; Machine learning; Pattern recognition; Rough sets; Set theory; Technological innovation; Uncertainty;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.94