Title :
Core and reduction from mutual relation view and their fuzzy generalization
Author :
Zhao, Shi-Xin ; Wang, Xi-Zhao
Author_Institution :
Machine Learning Center, Hebei Univ., Hebei, China
Abstract :
This paper presents a new rough set model called mutual-relation-based rough set model which is a generalization of Pawlak´s model. Based on the new model, fuzzy core and fuzzy reduction are also proposed. They are the fuzzy generalization of core and reduction of the new model. Two new heuristic algorithms to get reduction of the new model are constructed and illustrated with a simple example.
Keywords :
decision tables; fuzzy set theory; heuristic programming; optimisation; rough set theory; Pawlak model; decision tables; fuzzy generalization; fuzzy set theory; heuristic algorithms; mutual relation view; rough set model; Cities and towns; Computer science; Fuzzy set theory; Fuzzy sets; Information systems; Machine learning; Mathematical model; Mathematics; Set theory; Symmetric matrices;
Conference_Titel :
Systems, Man and Cybernetics, 2003. IEEE International Conference on
Print_ISBN :
0-7803-7952-7
DOI :
10.1109/ICSMC.2003.1244277