A multi-dimensional global optimization method has been developed. Thi
s method uses the curves of R-n called alpha-dense. A characterization
of alpha-dense curves is given in terms of gamma-stochastically indep
endent functions as well as a constructive method to generate them by
means of only one function phi called gamma-uniformly distributed has
been developed. A very large class of functions which generate alpha-d
ense curves is discussed. This class contains the gamma-uniformly dist
ributed functions, the periodic functions and even functions which are
not periodic, but which fulfil some properties.