• DocumentCode
    568199
  • Title

    Interval control methods of rounding error in numerical calculation

  • Author

    Qun, Zhou

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Hunan Int. Econ. Univ., Changsha, China
  • fYear
    2012
  • fDate
    14-17 July 2012
  • Firstpage
    1304
  • Lastpage
    1306
  • Abstract
    The analysis of the errors arising in numerical calculation can contribute to identify the reliability of calculated results, avoid error hazards and improve the accuracy of calculations. It is one of the research focuses of numerical calculation to efficiently control the errors by improved algorithms. In the actual process of calculations, the number of significant digits always only gets limited because of the length restrictions of the numbers in the computer. Therefore, these methods for some algorithms, especially when the problems are ill-conditioned or unstable, may not be able to get the desired results, that is, the errors can´t effectively be controlled. The use of interval calculation methods is able to more effectively solve these problems. Furthermore, some mathematical softwares, such as mathematica, provided the infinite-precision calculation methods by which we can get real results for the specific numeric type.
  • Keywords
    numerical analysis; error hazards; infinite precision calculation methods; interval control methods; length restrictions; mathematical softwares; numerical calculation; rounding error; significant digits; Accuracy; Algorithm design and analysis; Computers; MATLAB; Programming; Visualization; interval analysis; mathematica; matlab; numerical calculation; rounding error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2012 7th International Conference on
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4673-0241-8
  • Type

    conf

  • DOI
    10.1109/ICCSE.2012.6295304
  • Filename
    6295304