• 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