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
Link To Document