• DocumentCode
    1709720
  • Title

    The Design of a Fractal-based Number Generator

  • Author

    Huang, Chih-Chin ; Cheng, Shu-Chen ; Huang, Yueh Min

  • Author_Institution
    Dept. of Eng. Sci., Nat. Cheng Kung Univ., Tainan, Taiwan
  • fYear
    2010
  • Firstpage
    435
  • Lastpage
    439
  • Abstract
    This study is to investigate a number generator based on the curve or fold input and use it to simulate and verify the real world events. The main technology is to use and modify the principle and characteristics of fractal interpolation, in combination of our developed Affine Function of Vertical Distance Selection Method and Initial Point Selection Method, as well as various linear data characteristics of the input curves and folds, in order to obtain a series of numbers consistent with the undulation of these curves or folds. Since this method is produced based on Fractal related principles, we call it Fractal Number Generator. From the similarity comparison result between the simulation experimental data and original input data, it can be sure that no matter in simple statistical curve or complex statistical curve, Fractal Number Generator is of extremely high similarity with the original input curves or folds, so Fractal Number Generator can really have the simulation experimental data much more consistent with the curve distribution of historical data and endow the simulation process and result with more reference value.
  • Keywords
    fractals; geometry; interpolation; random number generation; statistical analysis; affine function; fractal interpolation; fractal-based number generator; initial point selection method; random number distributions; random number generator; statistical curve; vertical distance selection method; Brain models; Data models; Fractals; Generators; Interpolation; Silicon; Fractal interpolation; Fractal number generator; Random number distribution; Random number generator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
  • Conference_Location
    Kunming, Yunnan
  • Print_ISBN
    978-1-4244-8815-5
  • Type

    conf

  • DOI
    10.1109/IWCFTA.2010.31
  • Filename
    5671262