DocumentCode
690367
Title
The Composite Operator of Graded-Variable Precision Rough Sets and Its Properties
Author
Tian, X.Q.
Author_Institution
Chongqing Univ. of Sci. & Technol., Chongqing, China
fYear
2013
fDate
14-15 Dec. 2013
Firstpage
386
Lastpage
389
Abstract
In order to expand the application of rough set operator, we analyzed two kinds of operator and the relationship between conversion structure based on the degree of rough set operator and variable precision rough set operator. By introducing a parameter α, we give a Graded-Variable precision rough set model. And we get the Upper approximation operator and Lower approximation operator and some of its properties. This model is feasible and effectiveness for dealing with fuzzy and uncertain knowledge in the information system. Experiments show that the model adds the concept of information understanding. It improved the accuracy of approximation classification and concept of accuracy in the wrong classification of the same degree.
Keywords
approximation theory; rough set theory; approximation classification; approximation operator; composite operator; conversion structure; graded-variable precision rough set operator; information understanding; Accuracy; Approximation methods; Computational modeling; Computers; Educational institutions; Error analysis; Rough sets; Approximation operator; Graded of rough set; Variable precision rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Sciences and Applications (CSA), 2013 International Conference on
Conference_Location
Wuhan
Type
conf
DOI
10.1109/CSA.2013.97
Filename
6835624
Link To Document