Title :
Numerical calculation of the lyapunov exponent for the logistic MAP
Author :
Olivares, E.I. ; Vázquez-Medina, R. ; Cruz-Irisson, M. ; Del-Río-Correa, J.L.
Author_Institution :
ESIME Culhuacan Grad. Sch., Nat. Polytech. Inst. (IPN), Mexico City
fDate :
June 29 2008-July 2 2008
Abstract :
Chaotic maps can be used to describe the behavior of dynamical systems and they are characterized by a parameter. The logistic map (LM) is a chaotic map very used in different areas. In the analysis of the dynamical system an important feature is the system stability, which can be determined using the Lyapunov Exponent (LE). In this paper two ways to compute numerically the LE for the LM are shown. In the first alternative, the Birkhoffpsilas Ergodic Theorem (BET) and the orbit produced by the LM are used. In the second alternative, the stationary distribution rhoest of the LM is estimated using the first derived of the logistic function and the central values of each interval in the partition used in the estimation.
Keywords :
Lyapunov methods; chaos; nonlinear dynamical systems; nonlinear equations; Birkhoff ergodic theorem; Lyapunov exponent; chaotic maps; dynamical systems; logistic function; logistic map; nonlinear dynamical equations; CMOS technology; Chaos; Chaotic communication; Logistics; Nonlinear equations; Physics; Pulse width modulation; Pulse width modulation converters; Stability analysis; Statistical distributions;
Conference_Titel :
Mathematical Methods in Electromagnetic Theory, 2008. MMET 2008. 12th International Conference on
Conference_Location :
Odesa
Print_ISBN :
978-1-4244-2284-5
DOI :
10.1109/MMET.2008.4581011