R. Mainieri, DIFFICULTIES IN USING AVERAGED ORBITS TO EXTRACT SCALING FUNCTIONS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 48(2), 1993, pp. 900-903
Trajectory scaling functions are the basic element in the study of cha
otic dynamical systems from which any long-time average can be compute
d. They have never been extracted from an experimental time series, th
e reason being their sensitivity to noise. It is shown, by numerical s
imulations, that the scaling function is more sensitive to drift in th
e control parameters than to noise in the time series. It is also expl
ained how naive averaging of the orbit points may lead to erroneous re
sults.