Title :
Research on the fuzziness of rough set model based on compatible relation over double universes
Author :
Zhan, Zhenyu ; Liu, Wenqi ; Shi, Mengting
Author_Institution :
Dept. of Syst. Sci. & Appl. Math., Kunming Univ. of Sci. & Technol., Kunming, China
Abstract :
According to the relation between two elements in different universes, a fuzzy compatible relation is established as a generalization of rough set model over two universes. Firstly, new fuzzy approximation operators are presented basing on a fuzzy set with parameter which is defined in this article. Meanwhile, several important properties and theorems are proved as well. Next, by using the calculations of elements in the fuzzy matrix, a more effective method to obtain the approximation sets is proposed. Finally, an example is applied to illustrate the significance of the model.
Keywords :
fuzzy set theory; rough set theory; double universes; fuzzy approximation operators; fuzzy compatible relation; fuzzy matrix; fuzzy set; rough set model fuzziness; Approximation algorithms; Approximation methods; Computational modeling; Mathematical model; Rough sets; compatible relation; double universes; fuzzy matrix; fuzzy set; rough set;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
DOI :
10.1109/WCICA.2012.6357984