VOLUME 53, NUMBER 18
PHYSICAL REVIEW LETTERS
29 OCTOBER 1984
Lower Critical Dimension of the Random-Field Ising Model
John Z. Imbrie
Lyman Laboratory, Harvard University, Cambridge, Massachusetts 02138
(Received 27 August 1984)
A new argument is given for a lower critical dimension d/= 2 for the Ising model in a ran-
dom magnetic field. It forms the basis for a proof that the three-dimensional model exhibits
long-range order at zero temperature and small disorder. This settles the controversy
between the values d, = 2 and d, = 3.
PACS numbers: 75.10.Hk
In this paper I present a new argument that the
lower critical dimension, d[, for the Ising model in a
random magnetic field is 2. Previous heuristic pro-
posals for d
1
= 2 and also for d
1
= 3 have been given.
Both cases have adherents. The question hinges on
whether or not long-range order occurs in three
dimensions, at low or zero temperature in the pres-
ence of a small, random magnetic field.
This physics issue has been resolved by the find-
ing of a new, exact formula for the ground state
energy-see (2) below. This formula is used else-
where! to prove that d[ 2. The formula for the
energy has two important properties: (1) The ener-
gy is expressed as a sum of local functions of the
magnetic fields in various regions, so that it is
amenable to statistical analysis. (2) The sizes of the
regions vary through a succession of increasing
length scales (associated with an inductive analysis
of the ground state), and the probability distribu-
tions of the functions scale accordingly.
Specifically, it is shown that if the disorder is
small, the model in dimension d = 3 exhibits long-
range order at zero temperature. At the conceptual
level, this argument leads to the same conclusion
for low temperatures. Indeed, I expect that a proof
for low temperatures will be possible by combining
the methods described here with the expansion
methods developed for disordered systems by
Frohlich and Imbrie.
2
The model is defined by the Hamiltonian for a
finite subset A C Z3 with plus boundary conditions:
H+ (A) = I +(1- (Tj(Tj) - I +hj(Tj'
(i,j) i EA
Here O"j= ± 1 for i E Z3, O"j= 1 for i A, and (i,j)
denotes a nearest-neighbor pair. The magnetic
fields h
j
are taken to be independent random vari-
ables with a common Gaussian distribution with
mean zero and width (hl) 1/2 = € (a measure of the
disorder). The angular brackets indicate an average
over the magnetic fields. We write peE) for the
probability of the event E. Let us write (Tmio(A +)
for the spin configuration of minimum energy
H+ (A). It is unique, with probability 1.
At temperature T = 0, the question of long-range
order reduces to properties of (Tmin(A +) as A
increases to Z3. We have long-range order if
(T r
in
(A +) is more often + 1 than -1 for some
fixed i E Z3, and if the disparity is uniform as A in-
creases to Z3. This is the content of the following
theorem, proved in Ref. 1.
Theorem.-Let An be a sequence of cubes cen-
tered at the origin 0 E Z3. There exists a constant
C > 0 such that for any i E Z3 and any n,
P«(TFiO(A:) = -1) exp( C/e
2
). (1)
The limit limn_ooO"Fio(An+)=(Trin exists with
probability 1 and satisfies the same bound.
Other results of Ref. 1 include a proof of near-
exponential decay of correlations between ground-
state spins:
I((TWin(T jin) - «(TWin) «(Tjin) I
exp{- cj exp[ - c' (In lnj) 2]E - 2} .
In Ref. 2 it is shown that the model has no long-
range order for large e. Hence there is a T = 0 tran-
sition from long-range order to absence of long-
range order as the disorder parameter € increases.
I expect that my methods will be useful in other
problems, for example in studying the interface in
random-field models. A reasonable conjecture is
that the interface in d dimensions is rigid for d > 3,
as a result of the similarity with the (d - 1)-
dimensional bulk problems studied here. The
continuum interface may of course be much
rougher.
3
,4
We recall that the lower critical dimension is de-
fined as the dimension above which long-range or-
der occurs. Recent numerical workS has indicated
ordering in three dimensions, which would imply
d
1
= 2. However, neither the domain-wall argument
for d[ = 2 nor the dimensional-reduction argument
6
for d
l
= 3 has been universally accepted. Domain
walls are defined as surfaces separating regions of
constant (T. According to the domain-wall argu-
© 1984 The American Physical Society 1747