Title :
The Composite Operator of Graded-Variable Precision Rough Sets and Its Properties
Author_Institution :
Chongqing Univ. of Sci. & Technol., Chongqing, China
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;
Conference_Titel :
Computer Sciences and Applications (CSA), 2013 International Conference on
Conference_Location :
Wuhan
DOI :
10.1109/CSA.2013.97