Title :
Model of Logical Difference Operation of Variable Precision Upper Approximation Operator and Grade Lower Approximation Operator
Author :
Zhang, Xianyong ; Xiong, Fang ; Mo, Zhiwen
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 difference operation of precision and grade, this paper proposes model of logical difference operation of variable precision upper approximation operator and grade lower 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 :
rough set theory; logical difference operation; rough set model; variable precision upper approximation operator; Algorithm design and analysis; Automation; Educational institutions; Mathematical model; Mathematics; Mechatronics; Probabilistic logic; Quantization; Rough sets; Software measurement; approximation operator; artificial intelligence; grade; graded rough set; logical operation; precision; rough set theory; structural algorithm; variable precision rough set;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.719