• DocumentCode
    3861534
  • Title

    Spatial representation of symbolic sequences through iterative function systems

  • Author

    P. Tino

  • Author_Institution
    Austrian Res. Inst. for Artificial Intelligence, Vienna, Austria
  • Volume
    29
  • Issue
    4
  • fYear
    1999
  • Firstpage
    386
  • Lastpage
    393
  • Abstract
    Jeffrey proposed (1990) a graphic representation of DNA sequences using Barnsley´s iterative function systems. In spite of further developments in this direction, the proposed graphic representation of DNA sequences has been lacking a rigorous connection between its spatial scaling characteristics and the statistical characteristics of the DNA sequences themselves. We 1) generalize Jeffrey´s graphic representation to accommodate (possibly infinite) sequences over an arbitrary finite number of symbols; 2) establish a direct correspondence between the statistical characterization of symbolic sequences via Renyi entropy spectra (1959) and the multifractal characteristics (Renyi generalized dimensions) of the sequences´ spatial representations; 3) show that for general symbolic dynamical systems, the multifractal f/sub H/-spectra in the sequence space coincide with the f/sub H/-spectra on spatial sequence representations.
  • Keywords
    "Sequences","DNA","Fractals","Chaos","Graphics","Entropy","Artificial intelligence","Frequency estimation","Visualization","Game theory"
  • Journal_Title
    IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/3468.769757
  • Filename
    769757