DocumentCode
518765
Title
Logical or model of variable precision upper approximation operator and grade lower approximation operator
Author
Zhang, Xianyong
Author_Institution
Coll. of Math. & Software Sci., Sichuan Normal Univ., Chengdu, China
Volume
4
fYear
2010
fDate
27-29 March 2010
Firstpage
363
Lastpage
367
Abstract
Precision and grade are two important quantitative indexes. This paper is to combine precision and grade, and explore new extended rough set model. Based on logical OR requirement of precision and grade, this paper proposes logical OR model of variable precision upper approximation operator and grade lower approximation operator. In the new model, basic structure and properties are obtained by transformation formulas between variable precision approximations and grade approximations, furthermore regular algorithm and structural algorithm are proposed and analyzed. Finally a practical example is given to illustrate the model and the algorithms. The new model has extended variable precision rough set model, graded rough set model and classical rough set model, and so these models have obtained corresponding properties of approximation operators.
Keywords
approximation theory; formal logic; rough set theory; grade lower approximation operator; logical OR model; rough set model; variable precision upper approximation operator; Algorithm design and analysis; Educational institutions; Intelligent structures; Mathematical model; Mathematics; Probabilistic logic; Quantization; Rough sets; Set theory; Technological innovation; approximation operator; artificial intelligence; grade; graded rough set; logical operation; precision; rough set theory; structural algorithm; variable precision rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location
Shenyang
Print_ISBN
978-1-4244-5845-5
Type
conf
DOI
10.1109/ICACC.2010.5486935
Filename
5486935
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