Randomly amplified discrete Langevin systems.
نویسنده
چکیده
A discrete stochastic process involving random amplification with additive noise is studied analytically. If the non-negative random amplification factor b is such that =1, where beta is any positive noninteger, then the steady state probability density function for the process will have power law tails of the form p(x) approximately 1/x(beta+1). This is a generalization of recent results for 0<beta<2 obtained by Takayasu, Sato, and Takayasu [Phys. Rev. Lett. 79, 966 (1997)]. It is shown that the power spectrum of the time series x becomes Lorentzian, even when 1<beta<2, i.e., in the case of divergent variance.
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عنوان ژورنال:
- Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
دوره 60 1 شماره
صفحات -
تاریخ انتشار 1999