In the context of complex systems and, particularly, of protein folding, a
physically meaningful distance is defined which allows to make useful
statistical statements about the way in which energy differences are modified
when two different instances of the same potential-energy function are used.
When the two instances arise from the fact that different algorithms or
different approximations are used, the distance herein defined may be used to
evaluate the relative accuracy of the two methods. When the difference is due
to a change in the free parameters of which the potential depends on, the
distance can be used to quantify, in each region of parameter space, the
robustness of the modeling to such a change and this, in turn, may be used to
assess the significance of a parameters' fit. Both cases are illustrated with a
practical example: the study of the Poisson-based solvation energy in the
Trp-Cage protein (PDB code 1L2Y).Comment: 20 pages, 6 figures, LaTeX file, elsart style. v1: Aknowledgments
modified. v2: y-values of fig. 5 and 6 corrected. v3: Journal-ref added,
aknowledgements modified and fig. 1 and 2 correcte