• DocumentCode
    2238818
  • Title

    A generalised entropy of curves: An approach to the analysis of dynamical systems

  • Author

    Balestrino, Aldo ; Caiti, Andrea ; Crisostomi, Emanuele ; Grioli, Giorgio

  • Author_Institution
    Dept. of Electr. Syst. & Autom., Univ. of Pisa, Pisa, Italy
  • fYear
    2008
  • fDate
    9-11 Dec. 2008
  • Firstpage
    1157
  • Lastpage
    1162
  • Abstract
    A generalisation of the entropy of a plane curve to ¿n space is provided and the generalised entropy is used to evaluate the nonlinear behaviour of dynamical systems. The entropy of a curve, first introduced within the theory of thermodynamics of plane curves, has been used to quantify the irregularity of a curve. This paper extends the concept to higher dimensions and provides an algorithmic procedure to evaluate the entropy of a curve evolving in the phase space according to the equations of a dynamical system. The thermodynamic indicator is eventually used to infer some properties about the dynamical system. In particular, according to the proposed indicator, all linear systems evolve at entropy zero, while higher entropies characterise nonlinear systems, leading to an effective criterion for their classification.
  • Keywords
    curve fitting; entropy; linear systems; nonlinear dynamical systems; curve irregularity; dynamical system; entropy zero; generalised entropy of curves; nonlinear behaviour; nonlinear system; thermodynamic indicator; Chaos; Control systems; Eigenvalues and eigenfunctions; Entropy; Linear systems; Nonlinear control systems; Nonlinear equations; Nonlinear systems; Thermodynamics; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
  • Conference_Location
    Cancun
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3123-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2008.4738723
  • Filename
    4738723