Random critical points are generically characterized by multifractal
properties. In the field of Anderson localization, Mirlin, Fyodorov,
Mildenberger and Evers [Phys. Rev. Lett 97, 046803 (2006)] have proposed that
the singularity spectrum f(α) of eigenfunctions satisfies the exact
symmetry f(2d−α)=f(α)+d−α at any Anderson transition. In the
present paper, we analyse the physical origin of this symmetry in relation with
the Gallavotti-Cohen fluctuation relations of large deviation functions that
are well-known in the field of non-equilibrium dynamics: the multifractal
spectrum of the disordered model corresponds to the large deviation function of
the rescaling exponent γ=(α−d) along a renormalization trajectory
in the effective time t=lnL. We conclude that the symmetry discovered on
the specific example of Anderson transitions should actually be satisfied at
many other random critical points after an appropriate translation. For
many-body random phase transitions, where the critical properties are usually
analyzed in terms of the multifractal spectrum H(a) and of the moments
exponents X(N) of two-point correlation function [A. Ludwig, Nucl. Phys. B330,
639 (1990)], the symmetry becomes H(2X(1)−a)=H(a)+a−X(1), or equivalently
Δ(N)=Δ(1−N) for the anomalous parts Δ(N)≡X(N)−NX(1).
We present numerical tests in favor of this symmetry for the 2D random
Q−state Potts model with various Q.Comment: 15 pages, 3 figures, v2=final versio