Abstract
We propose a numerical method for analyzing the relaxation of coordinate moments of the Brownian motion of a system described by a stochastic Liouville equation of the 1st or 2nd order with moderate-order polynomial nonlinearity. Using exact or approximate recurrence relations for the stationary values, at a certain step, we break the chain of equations for the moments of the Brownian motion. The evolution of the model probability distribution of coordinates is found from the numerical solution of the differential equations of relaxation of moments.
This method is used for analyzing the nonstationary probability characteristics of a system with nonlinear rigidity described by a third-degree polynomial. The relaxation of moments and of the model probability distribution is plotted and tabulated. The results obtained allow us to draw certain conclusions on the statistical dynamics of the Brownian motion of the systems studied.
Similar content being viewed by others
References
V. Horsthemke and R. Lefeuvre,Noise-Induced Transitions: Theory and Application in Physics, Chemistry, and Biology [Russian translation], Mir, Moscow (1987).
R. L. Stratonovich,Selected Problems of the Theory of Fluctuation in Radio Engineering [in Russian], Sovetskoe Radio, Moscow (1961).
V. I. Klyatskin,Statistical Description of Dynamic Systems with Fluctuating Parameters [in Russian], Nauka, Moscow (1975).
V. I. Klyatskin,Stochastic Equations and Waves in Randomly Inhomogeneous Media [in Russian], Nauka, Moscow (1980).
A. N. Malakhov and A. L. Pankratov,Physica,A229, No. 1, 109 (1996).
A. N. Malakhov,Chaos,7, No. 3, 488 (1997).
O. V. Muzychuk,Izv. Vyssh. Uchebn. Zaved., Radiofiz.,32, No. 2, 169 (1989).
O. V. Muzychuk,Prikl. Mat. Mekh.,55, No. 4, 620 (1991).
A. N. Malakhov,Cumulant Analysis of non-Gaussian Random Processes and Their Transformations [in Russian], Sovetskoe Radio, Moscow (1978).
Additional information
Nizhny Novgorod Architecture and Civil Engineering University, Nizhny Novgorod, Russia. Translated from Izvestiya Vysshikh Uchebnykh Zavedenii, Radiofizika, Vol. 42, No. 9, pp. 922–930, September 1999
Rights and permissions
About this article
Cite this article
Muzychuk, O.V. A direct method for numerical analysis of relaxation of the statistical characteristics of brownian motion. Radiophys Quantum Electron 42, 811–818 (1999). https://doi.org/10.1007/BF02676869
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF02676869