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
Link To Document :
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