Title :
On an Integration of Vague-Rough Sets Based on Vague Logical Operations
Author :
Feng, Zhi-qiang ; Liu, Cun-gen
Author_Institution :
Sch. of Naval Archit., Ocean & Civil Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
By defining a partial ordering relation on vague domain of unit interval, a definition of vague sets on a lattice V(I) is given in this paper. Applying the classical extension principle, the corresponding vague logical operators defined on V(I), are constructed with fuzzy logical operators on unit interval. The representations for a general model of vague rough approximation in a vague approximation space, as well as rough vague sets a transitional form from rough sets to vague rough sets, are presented via introduction of vague logical operations. Some basic properties of vague rough sets are discussed in this context.
Keywords :
approximation theory; rough set theory; lattice V(I); partial ordering relation; unit interval; vague logical operations; vague rough approximation; vague-rough sets; Approximation methods; Cities and towns; Information systems; Knowledge representation; Lattices; Oceans; Rough sets; lattice V(I); logical operations; rough approximation; vague sets;
Conference_Titel :
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-8333-4
DOI :
10.1109/ISDEA.2010.338