
(L
1
)
J
,
(L
2
)
J
, ...,
(L
N
)
J
has weight N
1
. The ensemble
N
converges to a metastate
J
as N !1, in the
following sense: for every (nice) function g on states
(e.g., a function of finitely many correlations),
lim
N!1
N
1
X
N
‘¼1
gð
ðL
‘
Þ
Þ¼
Z
gðÞ d
J
ðÞ½5
The information contained in
J
effectively specifies
the fraction of cube sizes L
‘
which the system spends
in differe nt (possibly mixed) thermodynamic states
as ‘ !1.
A different, but in the end equivalent, approach
based on J-randomness is due to Aizenman and
Wehr (1990). Here one considers the random pair
(J,
(L)
J
), defined on the underlying probability space
of J, and takes the limit
y
(with conditional
distribution
y
J
, given J), via finite-dimensional
distributions along some subsequence. The details
are omitted here, and the reader is referred to the
work by Aizenman and Wehr (1990) and Newm an
and Stein (1998a). We note, however, the important
result that a ‘‘deterministic’’ subsequence of volumes
can be found on which [5] is valid and also (J,
(L)
J
)
converges, with
y
J
=
J
(Newman and Stein
1998a).
In what follows we use the term ‘‘metastate’’ as
shorthand for the
J
constructed using periodic
boundary conditions on a sequence of volumes
chosen independently of the couplings, and along
which
J
=
y
J
. We choose periodic boundary
conditions for specificity; the results and claims
discussed are expected to be independent of the
boundary conditions used, as long as they are
chosen independently of the co uplings.
Low-Temperature Structure
of the EA Model
There have been several scenarios proposed for the
spin-glass phase of the Edwards–Anderson model at
sufficiently low temperature and high dimension.
These remain speculative, because it has not even
been proved that a phase trans ition from the high-
temperature phase exists at positive temperature in
any finite dimension.
As noted earlier, at sufficiently high temperature
in any dimension (and at all nonzero temperatures in
one and presumably two dimensions, although the
latter assertion has not been proved), there is a
unique Gibbs state. It is conceivable that this
remains the case in all dimensions and at all nonzero
temperatures, in which case the metastate
J
is, for
a.e. J, supported on a single, pure Gibbs state
J
.
(It is important to note, however, that in principle
such a trivial metastate cou ld occur even if N > 1;
indeed, just such a situation of ‘‘weak uniqueness’’
(van Enter and Fro¨ hlich 1985, Campanino et al.
1987) happens in very long range spin glasses at
high temperatures (Fro¨ hlich and Zegarlinski 1987,
Gandolfi et al. 1993).)
A phase transition has been proved to exist
(Aizenman et al. 1987) in the Sherrington–
Kirkpatrick (SK) model (Sherrington and Kirkpa-
trick 1975), which is the infinite-range version of
the EA model. Numerical (Ogielski 1985, Ogielski
and Morgenstern 1985, Binder and Young 1986,
Kawashima and Young 1996) and some analytical
(Fisher and Singh 1990, Thill and Hilhorst 1996) work
has led to a general consensus that above some
dimension (typically around three or four) there does
exist a positive-temperature phase transition below
which spin-flip symmetry is broken, that is, in which
pure states come in pairs, as discussed below eqn [4].
Because much of the literature has focused on this
possibility, we assume it in what follows, and the
metastate approach turns out to be highly useful in
restricting the scenarios that can occur. The simplest
such scenario is a two-state picture in which, below the
transition temperature T
c
, there exists a single pair of
global flip-related pure states
J
and
J
.Inthiscase,
there is no CSD for periodic boundary conditions and
the metastate can be written as
J
¼
1
2
J
þ
1
2
J
½6
That is, the metastate is supported on a single
(mixed) thermodynamic state.
The two-state scenario that has received the most
attention in the literature is the ‘‘droplet/scaling’’
picture (McMillan 1984, Fisher and Huse 1986,
1988, Bray and Moore 1985). In this picture a low-
energy excitation above the ground state in
L
is a
droplet whose surface area scales as l
d
s
, with l
O(L) and d
s
< d, and whose surface energy scales as
l
, with >0 (in dimensions where T
c
> 0). More
recently, an alternative picture has arisen (Krzakala
and Martin 2000, Palassini and Young 2000) in
which the low-energy excitations differ from those
of droplet/scaling, in that their energies scale as l
0
,
with
0
= 0.
The low-temperature picture that has perhaps
generated the most attention in the literature is
the replica symmetry breaking (RSB) scenario
(Binder and Young 1986, Marinari et al. 1994,
1997, Franz et al. 1998, Marinari et al. 2000,
Marinari and Parisi 2000, 2001, Dotsenko 2001),
which assumes a rather complicated pure-state
structure, inspired by Parisi’s solution of the SK
model (Parisi 1979, 1983, Me´zard et al. 1984,
1987). This is a many-state picture (N = 1 for a.e.
572 Short-Range Spin Glasses: The Metastate Approach