M. Bianucci et al., STANDARD FLUCTUATION-DISSIPATION PROCESS FROM A DETERMINISTIC MAPPING, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 47(3), 1993, pp. 1510-1519
We illustrate a derivation of a standard fluctuation-dissipation proce
ss from a discrete deterministic dynamical model. This model is a thre
e-dimensional mapping, driving the motion of three variables, omega, x
i, and pi. We show that for suitable values of the parameters of this
mapping, the motion of the variable omega is indistinguishable from th
at of a stochastic variable described by a Fokker-Planck equation with
well-defined friction gamma and diffusion D. This result can be expla
ined as follows. The bidimensional system of the two variables xi and
pi is a nonlinear, deterministic, and chaotic system, with the key pro
perty of resulting in a finite correlation time for the variable xi an
d in a linear response of xi to an external perturbation. Both propert
ies are traced back to the fully chaotic nature of this system. When t
his subsystem is coupled to the variable omega, via a very weak coupli
ng guaranteeing a large-time-scale separation between the two systems,
the variable omega is proven to be driven by a standard fluctuation-d
issipation process. We call the subsystem a booster whose chaotic natu
re triggers the standard fluctuation-dissipation process exhibited by
the variable omega. The diffusion process is a trivial consequence of
the central-limit theorem, whose validity is assured by the finite tim
e scale of the correlation function of xi. The dissipation affecting t
he variable omega is traced back to the linear response of the booster
, which is evaluated adopting a geometrical procedure based on the pro
perties of chaos rather than the conventional perturbation approach.