Irreversible fractal-growth models like diffusion-limited aggregation
(DLA) and the dielectric breakdown model (DBM) have confronted us with
theoretical problems of a new type for which standard concepts like f
ield theory and renormalization group do not seem to be suitable. The
fixed-scale transformation (FST) is a theoretical scheme of a novel ty
pe that can deal with such problems in a reasonably systematic way. Th
e main idea is to focus on the irreversible dynamics at a given scale
and to compute accurately the nearest-neighbor correlations at this sc
ale by suitable lattice path integrals. The next basic step is to iden
tify the scale-invariant dynamics that refers to coarse-grained variab
les of arbitrary scale. The use of scale-invariant growth rules allows
us to generalize these correlations to coarse-grained cells of any si
ze and therefore to compute the fractal dimension. The basic point is
to split the long-time limit (t-->infinity) for the dynamical process
at a given scale that produces the asymptotically frozen structure, fr
om the large-scale limit (r-->infinity) which defines the scale-invari
ant dynamics. In addition, by working at a fixed scale with respect to
dynamical evolution, it is possible to include the fluctuations of bo
undary conditions and to reach;a remarkable level of accuracy for a re
al-space method. This new framework is able to explain the self-organi
zed critical nature and the origin of fractal structures in irreversib
le-fractal-growth models, it also provides a rather systematic procedu
re for the analytical calculation of the fractal dimension and other c
ritical exponents. The FST method can be naturally extended to a varie
ty of equilibrium and nonequilibrium models that generate fractal stru
ctures.