Abstract
We present a novel approximation scheme, termed unified colored noise approximation (UCNA), for colored Gaussian noise driven nonlinear systems with inertia. This approximation allows one to evaluate static (stationary distributions, moments) as well as dynamical quantities (correlation functions) for small-to-moderate-to-large values of the correlation time. The approximation replaces a three-dimensional Markovian process by a reduced, two-dimensional Markovian dynamics with new drift and diffusion coefficients. For a harmonic potential the stationary moments are reproduced exactly. Most importantly, we present a criterion involving the noise strengthD, the friction strength γ and the noise color τ, which describes the region of validity of UCNA in the parameter space given by (D, τ, γ). At small τ-values we contrast the UCNA with the well-known small τ approximation. In order to have a comparison onanalytical grounds, we test the static and dynamical predictions of UCNA versus the well-known analytical results obtained from a three-dimensional Ornstein-Uhlenbeck process.
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Nordholm, K.S.J., Zwanzig, R.: J. Stat. Phys.13, 347 (1975)
Garcia-Colin, L.S., Rio, J.L. del: J. Stat. Phys.16, 235 (1977);
Grabert, H., Talkner, P., Hänggi, P.: Z. Phys. B—Condensed Matter and Quanta26, 389 (1977);
Grabert, H., Talkner, P., Hänggi, P., Thomas, W.: Z. Phys. B—Condensed Matter and Quanta29, 273 (1978);
Grabert, H., Hänggi, P., Talkner, P.: J. Stat. Phys.22, 537 (1980)
Haken, H.: Synergetics. In: Springer Series in Synergetics, Vol. 1. Berlin, Heidelberg, New York: Springer 1983
Short, R., Mandel, L., Roy, R.: Phys. Rev. Lett.49, 647 (1982);
Dixit, S.N., Sahni, P.S.: Phys. Rev. Lett.50, 1273 (1983);
Schenzle, A., Graham, R.: Phys. Lett.98A, 319 (1983);
Lett, P., Short, R., Mandel, L.: Phys. Rev. Lett.52, 341 (1984);
Fox, R.F., James, G.E., Roy, R.: Phys. Rev.A30, 2482 (1984);
Jung, P., Risken, H.: Phys. Lett.103A (1984);
Lett, P., Mandel, L.: J. Opt. Soc.B2, 1615 (1985);
Hernandez-Machado, A., San Miguel, M., Kalz, S.: Phys. Rev.A31 (1985);
Zhu, S., Yu, A.W., Roy, R.: Phys. Rev.A34, 4333 (1986);
Fox, R.F., Roy, R.: Phys. Rev.A35, 1838 (1987);
Lett, P., Gage, E.C., Chyba, T.H.: Phys. Rev.A35, 746 (1987);
Yu, A.W., Agrawal, G.P., Roy, R.: Opt. Lett.12 (1987);
Jung, P., Hänggi, P.: J. Opt. Soc. Am.B5, 979 (1988)
Vogel, K., Risken, H., Schleich, W., James, M., Moss, F., McClintock, P.V.E.: Phys. Rev.A35, 463 (1986);
Vogel, K., Leiber, Th., Risken, H., Hänggi, P., Schleich, W.: Phys. Rev.A35, 4882 (1987)
Schenzle, A., Brand, H.: Opt. Common27, 485 (1978)
Stratonovich, R.L.: Topics in the theory of random noise. Vol. I, p. 98. New York: Gordon & Breach 1963;
Lax, M.: Rev. Mod. Phys.38, 541 (1966);
Van Kampen, N.G.: Phys. Rep.24C, 171 (1976);
Sancho, J.M., San Miguel, M., Katz, S.L., Gunton, J.D.: Phys. Rev.A26, 1589 (1982);
Fox, R.F.: Phys. Lett.94A, 281 (1983);
Lindenberg, K., West, B.J.: PhysicaA128, 25 (1984);
Malchow, H., Schimansky-Geier, L.: Noise and diffusion in bistable nonequilibrium systems. In: Teubner Texte. Vol. 5, pp. 83–87, Berlin: Teubner 1985;
Leiber, Th., Risken, H.: Phys. Rev.A38, 3789 (1988) Improved small correlation time expansions:
Fox, R.F.: Phys. Rev.A33, 467 (1986);
Fox, R.F.: Phys. Rev.A37, 911 (1988)
Luciani, J.F., Verga, A.D.: Europhys. Lett.4, 255 (1987); J. Stat. Phys.50, 567 (1988);
Tsironis, T.S., Grigolini, P.: Phys. Rev. Lett.61, 7 (1988);
Hänggi, P., Jung, P., Marchesoni, F.: J. Stat. Phys.54, 1367 (1989)
Hänggi, P., Mroczkowski, T.J., Moss, F., McClintock, P.V.E.: Phys. Rev.A32, 695 (1985);
For a more recent review see Hänggi, P.: In: Noise in nonlinear dynamical systems. Moss, F., McClintock, P.V.E. (eds.), Vol. I, Chap. 9, p. 307–328. Cambridge: Cambridge University Press 1989
Jung, P., Hänggi, P.: Phys. Rev.A35, 4464 (1987)
Jung, P., Risken, H.: Z. Phys. B — Condensed Matter61, 367 (1985);
Leiber, Th., Marchesoni, F., Risken, H.: Phys. Rev. Lett.59, 1381 (1987);
Jung, P., Hänggi, P.: Phys. Rev. Lett.61, 11 (1988);
Leiber, Th., Marchesoni, F., Risken, H. Phys. Rev.A38, 983 (1988)
Risken, H., Vollmer, H.D.: Z. Phys. B — Condensed Matter and Quanta33, 297 (1979);
Vollmer, H.D., Risken, H.: Z. Phys. B — Condensed Matter and Quanta34, 313 (1979);
Risken, H.: The Fokker-Planck equation. In: Springer Series in Synergetics. Vol. 18. Berlin, Heidelberg, New York: Springer 1984
Gwinn, E.G., Westervelt, R.M.: Phys. Rev. Lett54, 1613 (1985)
Teitsworth, S.W., Westervelt, R.M.:ibid56, 516 (1986)
Moss, F., Hänggi, P., Manella, R., McClintock, P.V.E.: Phys. Rev.A33, 4459 (1986)
Schimansky-Geier, L.: Phys. Lett.A126, 455 (1988)A129, 481 (1988) (Erratum)
Ebeling, W., Schimansky-Geier, L.: In: Noise in nonlinear dynamical systems. Moss, F., McClintock, P.V.E. (eds.) Vol. I, Chap. 8, p. 279. Cambridge: University Press 1989
Fronzoni, L., Grigolini, P., Hänggi, P., Moss, F., Manella, R., McClintock, P.V.E.: Phys. Rev.A33, 3320 (1986)
Marchesoni, F., Menichella-Suetta, E., Pochini, M., Santucci, S.: Phys. Rev.A37, 3059 (1988)
Moss, F., Marchesoni, F.: Phys. Lett.A131, 322 (1988)
Grabert, H., Hänggi, P., Talkner, P.: Z. Phys. B — Condensed Matter and Quanta26, 389 (1977); J. Stat. Phys.22, 537 (1980)
Marchesoni, F.: Phys. Lett.A101, 11 (1984)
Uhlenbeck, G.E., Ornstein, L.S.: Phys. Rev.36, 823 (1930);
Wang, M.C., Uhlenbeck, G.E.: Rev. Mod. Phys.17, 323 (1945)
Hänggi, P., Marchesoni, F., Grigolini, P.: Z. Phys. B — Condensed Matter56, 333 (1984)
In all plots throughout this paper we scaled the state variablesx, v, ε and the parameters γ, τ dimensionless\((\bar x,\bar \upsilon ,\bar \varepsilon ,\bar \gamma ,\bar \tau )\)ω0 and,D to be unity\((\bar \omega _0 = 1, \bar D = 1)\). The scale transforms read\(\bar x = (\omega _0^3 /D)^{{1 \mathord{\left/ {\vphantom {1 2}} \right. \kern-\nulldelimiterspace} 2}} x, \bar \varepsilon = (D/\omega _0 )^{{1 \mathord{\left/ {\vphantom {1 2}} \right. \kern-\nulldelimiterspace} 2}} \varepsilon , \bar t = \omega _0 t, \bar \gamma = \gamma /\omega _0 , \bar \tau = \omega _0 \tau \)
Becker, R.: Theorie der Wärme. Sect. 82, Berlin, Heidelberg, New York: Springer 1985;
Chandrasekhar, S.: Rev. Mod. Phys.15, 1 (1943);
Kramers, H.A.: Physica7, 284 (1940)
Jung, P., Risken, H.: In: Optical instabilities. In: Chambridge Studies in Modern Optics. Boyd, R.W., Raymer, M.G., Narducci, L.M. (eds.) Vol. 4, p. 361 ff. Cambridge: Cambridge University 1986
Lang, S.: Algebra, pp. 110ff. Reading: Addison Wesley Publ. Comp. 1971
Wilkinson, J.H.: The algebraic eigenvalue problem. Oxford: Clarendon Press 1965
Hänggi, P., Thomas, H.: Phys. Rep.88C, 207 (1982), see p. 272;
Gardiner, C.W.: Handbook of stochastic methods. In: Springer Series in Synergetics, Vol. 13. Berlin, Heidelberg, New York: Springer 1985
Ramirez-Piscina, L., Sancho, J.M.: Phys. Rev.A37, 4469 (1988)
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H'walisz, L., Jung, P., Hänggi, P. et al. Colored noise driven systems with inertia. Z. Physik B - Condensed Matter 77, 471–483 (1989). https://doi.org/10.1007/BF01453798
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DOI: https://doi.org/10.1007/BF01453798