The influence of noise on the logistic model

The behavior of the logistic system which is generated by the functionf(x =ax (1−x) changes in an interesting way if it is perturbed by external noise. It turns out that the chaotic behavior which was predicted by Li and Yorke for orbits of period 3, becomes visible and that a sequence of mergence transitions occurs at the critical parameter. The change of the invariant probability density and the Lyapunov exponents are examined numerically. The power spectrum for the period 3 orbit for different fluctuations is calculated and a recursion formula for the time evolution of the probability density is presented as a discrete-time analog of a Chapman-Kolmogorov equation.

[1]  Yōichirō Takahashi,et al.  Chaos, External Noise and Fredholm Theory , 1980 .

[2]  Yoshitsugu Oono Period ≠2n Implies Chaos , 1978 .

[3]  Hermann Haken,et al.  Analogy between higher instabilities in fluids and lasers , 1975 .

[4]  K. Robbins,et al.  Periodic solutions and bifurcation structure at high R in the Lorenz model , 1979 .

[5]  D. A. Singer,et al.  Stable Orbits and Bifurcation of Maps of the Interval , 1978 .

[6]  R. L. Stratonovich,et al.  Topics in the theory of random noise , 1967 .

[7]  Pierre Collet,et al.  On the abundance of aperiodic behaviour for maps on the interval , 1980 .

[8]  Robert M. May,et al.  Simple mathematical models with very complicated dynamics , 1976, Nature.

[9]  E. Lorenz Deterministic nonperiodic flow , 1963 .

[10]  E. Lorenz NOISY PERIODICITY AND REVERSE BIFURCATION * , 1980 .

[11]  H. Haken,et al.  Intermittent behavior of the logistic system , 1981 .

[12]  Annette Zippelius,et al.  The effect of external noise in the Lorenz model of the Bénard problem , 1981 .

[13]  Michał Misiurewicz,et al.  Absolutely continuous measures for certain maps of an interval , 1981 .

[14]  R. Bowen Invariant measures for Markov maps of the interval , 1979 .

[15]  Otto E. Rössler Horseshoe-map chaos in the Lorenz equation , 1977 .

[16]  N. Packard,et al.  POWER SPECTRA AND MIXING PROPERTIES OF STRANGE ATTRACTORS , 1980 .

[17]  Jean-Pierre Eckmann,et al.  Intermittency in the presence of noise , 1981 .

[18]  James H. Curry,et al.  A generalized Lorenz system , 1978 .

[19]  H. Haken,et al.  Chapman-Kolmogorov equation for discrete chaos , 1981 .

[20]  H. Haken,et al.  New interpretation and size of strange attractor of the Lorenz model of turbulence , 1977 .

[21]  Transitions and distribution functions for chaotic systems , 1981 .

[22]  James P. Crutchfield,et al.  Fluctuations and the onset of chaos , 1980 .

[23]  M. Feigenbaum Quantitative universality for a class of nonlinear transformations , 1978 .

[24]  Mitchell J. Feigenbaum,et al.  The transition to aperiodic behavior in turbulent systems , 1980 .

[25]  D. Ruelle Small random perturbations of dynamical systems and the definition of attractors , 1981 .

[26]  J. Yorke,et al.  Period Three Implies Chaos , 1975 .

[27]  B. Mandelbrot,et al.  Fractals: Form, Chance and Dimension , 1978 .

[28]  S. Smale Differentiable dynamical systems , 1967 .

[29]  Sidnie Dresher Feit,et al.  Characteristic exponents and strange attractors , 1978 .

[30]  G. Weiss,et al.  How chaotic is chaos? Chaotic and other “noisy” dynamics in the frequency domain , 1979 .

[31]  Chaos and limit cycles in the Lorenz model , 1978 .

[32]  Pierre Collet,et al.  Universal properties of maps on an interval , 1980 .

[33]  K. Tomita,et al.  Stroboscopic Phase Portrait of a Forced Nonlinear Oscillator , 1979 .

[34]  J. Guckenheimer Sensitive dependence to initial conditions for one dimensional maps , 1979 .

[35]  D. Ruelle,et al.  Applications conservant une mesure absolument continue par rapport àdx sur [0, 1] , 1977 .

[36]  I. Shimada,et al.  The Iterative Transition Phenomenon between Periodic and Turbulent States in a Dissipative Dynamical System , 1978 .

[37]  O. Rössler Chaotic Behavior in Simple Reaction Systems , 1976 .

[38]  B. Huberman,et al.  Fluctuations and simple chaotic dynamics , 1982 .