Title :
Model of logical or operation of variable precision lower approximation operator and grade upper approximation operator
Author :
Zhang, Xianyong ; Mo, Zhiwen ; Xiong, Fang
Author_Institution :
Coll. of Math. & Software Sci., Sichuan Normal Univ., Chengdu, China
Abstract :
Precision and grade are two important quantitative indexes. The purpose of this paper is to combine precision and grade, and explore new extended rough set model. Based on logical OR operation of precision and grade, this paper proposes model of logical OR operation of variable precision lower approximation operator and grade upper approximation operator. In the new model, fundamental structure and properties are obtained by transformation formulas between variable precision approximations and graded 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 similar properties of approximation operators.
Keywords :
approximation theory; rough set theory; classical rough set model; extended variable precision rough set model; grade upper approximation operator; graded rough set model; logical OR operation; structural algorithm; variable precision lower approximation operator; Algorithm design and analysis; Approximation algorithms; Data analysis; Educational institutions; Intelligent structures; Mathematical model; Mathematics; Set theory; approximation operator; artificial intelligence; grade; graded rough set; logical operation; precision; rough set theory; structural algorithm; variable precision rough set;
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
DOI :
10.1109/ICICISYS.2009.5357752