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On the concept of local invariance in the theory of spin glasses
I.E. Dzyaloshinsk, G.E. Volovik
To cite this version:
I.E. Dzyaloshinsk, G.E. Volovik. On the concept of local invariance in the theory of spin glasses.
Journal de Physique, 1978, 39 (6), pp.693-700. �10.1051/jphys:01978003906069300�. �jpa-00208802�
ON THE CONCEPT OF LOCAL INVARIANCE IN THE THEORY
OF SPIN GLASSES
I. E. DZYALOSHINSKII and G. E. VOLOVIK
Landau Institute for Theoretical
Physics, Vorobyevskoe
shosse 2, Moscow 117334 U.S.S.R.(Reçu
le 3février
1978,accepté
le 6 mars1978)
Résumé. 2014 Nous étudions la
possibilité
d’appliquer le concept d’invariance d’échange locale(champ
de Yang-Mills[3])
à ladescription
des verres de spin. Partant de l’invariance locale microsco-pique (discrète) et du concept de frustration étudié par Toulouse [8] et Villain [7], nous montrons qu’à
l’échelle macroscopique un verre de spin est naturellement décrit par des
champs
de Yang-Millscontinus. En particulier, les champs électriques et magnétiques s’interprètent comme des densités et des courants de disclinations. Nous analysons ainsi les différents types d’ordre à longue distance,
le spectre d’oscillations et les éventuelles transitions de
phase
dans de tels systèmes.Abstract. 2014 We consider the
possibility
of applying the concept of local exchange invariance(Yang-Mills
fields[3])
to describe spin glasses. We start with themicroscopic
discrete local invariance and frustration concept studied by Toulouse [8] and Villain [7] and show that on the macroscopiclevel a spin glass is naturally described by continuous Yang-Mills fields. In particular, magnetic and electric fields have the meaning of density and current of disclinations.
We also study types of long-range order, oscillation spectra and possible phase transitions in such systems.
Classification Physics Abstracts
75. 0H
1. - While
reading
the works onspin glasses (e.g.
the brilliant surveyby
Anderson[1])
it is difficultto abstain from the
temptation
to use aconcept
of localexchange
invariance(LEI)
to describe thispeculiar
state. LEI leads to strongdegeneracy
of theground
state of aspin glass.
If the local symmetrywere exact, the energy functional would remain invariant not
only
under simultaneous rotation of all thespins by
the sameangle,
but also for rotation ofonly
onespin
with all the reststationary.
In facthowever,
LEI canonly
beapproximate (see below).
This means that with the rotation of one
particular spin
itsneighbourhood adjusts
itself in such a way that in theleading approximation
the energy of thesystem will not
change.
But even this truncated local invariance and theessentially
weakerdegeneracy
which comes with it
permits
us toreproduce
amajority
of
qualitative
features ofspin glasses
- absence ofconventional
long-range order, mictomagnetism,
etc...The mathematical tools of any
theory
with conti-nuous local
invariance,
such asLEI,
arewidely
known.They
are the so-calledYang-Mills
fields[3]
and can beintroduced as follows. We shall describe the
spin glass by
the vector fieldS(x)
of unitlength : S2
= 1[2].
The energy of the system is some
general
functional of the fieldS(x)
and its derivativesôS/ôx;, 02S/0Xi ôxk,
...To make this functional local-invariant one has to introduce
Yang-Mills
fieldswhich under infinitesimal
coordinate-dependent
rota-tion in
isotopic
space0(x)
are transformed aswhile under the same rotation the field
S(x)
is trans-formed in the usual way :
The space derivatives of S may enter a local inva- riant functional
only
in a certain combination with fieldsbi
as so-called covariant derivativeswhich under rotations
(2), (3)
are transformed as the field S itself. TheYang-Mills
fieldsbi
may appear inArticle published online by EDP Sciences and available at http://dx.doi.org/10.1051/jphys:01978003906069300
694
the energy functional
by
themselves inS-independent
combinations
which are
obviously,locàl-invariant
too :If besides this space local invariance one
requires
thetime local
invariance,
we introduce theYang-Mills
field
transforming
asunder
time-depèndent
rotations0(t).
The covariant time-derivative isWhen this new field a is present another
locally
invariant
quantity
comes in toplay :
Formulae
(1)-(9) expressing
LEIgeneralize
theregular gauge-invariance
of Maxwellelectrodynamic.
The
Yang-Mills
fieldsbi
and a areanalogues
of vectorand scalar
potentials,
andfik
and gi areanalogues
ofmagnetic
and electric fields[4].
However,
in solid statephysics
LEI does not existon the
microscopic
level(contrary
to the situation inparticle physics).
Itmight
emergeonly
as the symmetry of somemacroscopic quantities averaged
over suffi-ciently large
volumes. Thisaveraging
will automa-tically provide
thephysical meaning
ofYang-Mills
fields. Moreover
according
to this definition local invariance formacroscopic quantities
will be violated at smallenough
distances(at sufficiently large
gra-dients).
That means that in theexpansion
of energy in power of thegradients of,
say, average(macroscopic) spin m(x) only
the first term may belocally
invariant(- (Vim)’),
while the next terms willdisplay ordinary
derivatives instead of covariant ones.
2. - To understand how to derive the
macroscopic
relations of this kind we shall consider a certain model of a
spin glass : Heisenberg spins
on a frustratedlattice. This is a model with the standard
Heisenberg
Hamiltonian with
nearest-neighbour
interaction :S(a) being three-component
classical vectors of unitlength.
Theexchange integral J(a, b)
has - with acertain
probability
-only
two values J = + 1. If theprobability
distribution is chaoticenough,
onehopes
that this model will
display
theproperties
of aspin glass.
The system described
by
the Hamiltonian(10)
exhibits the local discrete invariance
(LDI) :
The group
(11)
is a discrete[5] analogue
of theYang-Mills
group(2)-(3).
This group is theonly microscopic
local symmetry in thephysics
ofspin systems.
The concept of LDI in the
theory
ofspin glasses
hasbeen
employed extensively by
Mattis[6],
Villain[7]
and Toulouse
[8].
Inparticular,
Toulouse hasprovided
a
complete description
of theground
and excited states of theglass
in terms of a frustration network.His results could be formulated as follows.
Let us describe the
spin
orientationby
rotationangle 0(a) depending
on the latticesite,
so thatwhere
So
is a constant unit vector.According
to Toulouse, the field0(a)
variesfairly smoothly
almosteverywhere
except[9]
in thevicinity
of the network ofsingular
lines andsingular planes connecting
them -the frustration network. Therefore we may
employ
anintermediate
semi-macroscopic picture :
the field ofthe unit vector
S(x),
the derivatives of which aregiven by
formulaVector fields S and 0 are
singular
on frustration lines and have adiscontinuity
onplanes
stretched upon these lines.Frustration lines thus defined are disclinations in the fields S and 0 similar to disclinations in
liquid crystals.
Thissimilarity, however,
issuperficial
becausein
liquid crystals planes
stretched upon disclinationsare not
singular
atall ;
their actual arrangements andshapes
arecompletely
irrelevantprovided
disclination lines aregiven.
In our case these surfaces exhibit realphysical singulàrities.
Thediscontinuity
of S and 0 onsuch a surface is determined
by
theprobability
distri-bution of the values
of J(a, b).
And in this respect our disclination inspin glass
is a twin brother of the disclination studiedby
thetheory of elasticity [lo].
Now we can take the last step and average our
picture
over scaleslarger
than distancesbetween
disclinations. This
procedure
is well known in theelasticity theory
and consists ofgoing
over to a conti-nuous distribution of disclinations. Let us define
[11]
a mean
angle
of rotationcp(x)
and tensorb,(x)
similarto the distortion tensor of the
elasticity theory (see [10]).
The latter is not
generally speaking
agradient
of any function and has the same transformationproperties
as the
Yang-Mills
fieldsbi
in(1), (2).
Further weintroduce the
density
of disclinations(see [10])
(Eikl
is theantisymmetric
unittensor),
which in a linearapproximation
coincides withfik of (5),
and the currentof disclinations
which in the linear
approximation
is identical with giof (9).
For the fourth
Yang-Mills
field a of(6)
one canusually
assume(see [lo])
The
explicit
form of theequations
of motiondepends
on further
assumptions
about theproperties
of our system.3. - We start with the case when there is no conven-
tional
long-range order,
i.e. we assume that themacroscopic averaging
either of thespin S(x)
itselfor any of its momentsa xi xk ...
S(x)
willgive
zero.Then the
Yang-Mills
fieldsbi
and rotationangle
(p are theonly
variablesdescribing
our system. Such a state could benaturally
called asimple
or truespin glass.
It is an exact
analogue
of usual atomicglass,
i.e. anamorphous
media of theelasticity theory.
Thenangle
qpcorresponds
todisplacement, bi
to the distortion tensorand Pi to the
density
of dislocations. Thisanalogy implies
that transition to thesimple spin glass
is not athermodynamic phase transition,
but is the result eitherof quenching
or ofgradual hardening [12].
Let us first write down the
equations
for the casewhen motion of our media is
entirely
due to agiven
motion of
disclinations,
i.e. whendensity
and currentof disclinations can be considered as external sources.
This
corresponds
to one of the standardproblems
inthe
elasticity theory (see [10]).
The first twoequations
of the
theory
are(13)
and(14),
from which the law of conservation of disclinations follows :as well as the
transversality
condition :To make the system
complete
one should add theequation
which express the conservation ofangular (spin)
momentum i in the absence of an externalmagnetic field [13] :
where
llk
is current ofspin-momentum.
For thespin-
momentum
density
it is natural to assumeFinally providing
somephenomenological
expres-sion for
Uk (given
for instanceby (20))
we come to aproblem
which isformally equivalent
to the standardproblem
in thetheory
ofplastic
flow(see [10]).
The set of
equations (13)-(19)
describes a wholerange of
so-called mictomagnetic phenomena.
How-ever we shall not dwell on them
further,
but consider thesimplest possible
case when the mean disclinationdensity
inequilibrium
is zero[14]
and when disclina- tion motion isentirely dissipative.
Then we can assumefor
spin-momentum
current andfor the
dissipative
current of disclinations. From(13), (16)
and(21)
it follows thatTherefore at such motions pi z 0 and the oscilla- tions
of bi
arelongitudinal :
From this and
(14)
we getThe
equation
of motion forspin-momentum
takesthe form :
When
dissipation
is absent from(23)
it follows thatand the whole motion is reduced to pure rotation gp.
The
frequency spectrum
for such oscillations wasstudied
by Halperin
and Saslow[12].
Forlarge
wave-696
vectors q
(with dissipation
taken intoaccount)
thereare three
longitudinal
oscillations of acoustic typeHowever at low
frequencies
all threeHalperin-
Saslow modes become
dissipative :
Without
dissipation
theequations
forlongitudinal
oscillations may be obtained from the variational
principle
with theLagrangian :
It should be varied with the constraint
(25), which, using (14),
weput
in the formThus the fact that the
longitudinal
current of dis-clinations
equals
zero ensures the absence of dissi-pation.
In
principle
oscillations could exist in the system of disclinations as well. The motion of disclinations in aspin glass
is notnecessarily
of adissipative
kind likethe Peierls
hopping
ofdislocations.
For instance there may be oscillations of the value ofangles
onsingular
surfaces which are of continuous nature. On a macro-
scopic
level these motions occur in the densities and currents of disclinations and are in fact oscillations of the transversal parts of thedensity
pi from(13)
andthe current
The
corresponding equations
of motion may be derived from aLagrangian
of the type :Here u is a
quantity
with dimensions ofvelocity.
The
constant g
is introducedby analogy
with thecharge
ofYang-Mills
fields[3].
The last term in(30)
comes from
pbf
in(27).
TheLagrangian (30),
des-cribes 6 oscillations
(3 isotopic
components x 2 spa-tially
transversaloscillations)
withequal frequencies :
In contrast to the spectrum of
gluons
inYang-Mills theory
thefrequencies (31)
have a gap - ourgluons
are massive. The mass guy comes from the term
J1bf
which breaks local
exchange (Yang-Mills)
symmetry.As usual this
symmetry-breaking
generates 3longi-
tudinal
gapless
Goldstone modes with velocitiesproportional
tofi (3 Halperin-Saslow sounds (26)).
4. - We came to think of a
spin-glass
as a dis-clination network
starting
with amicroscopic
modelof a
Heisenberg magnet
on a lattice with random links and thenaveraging
the frustration network cons-tructed
by
Toulouse. It isfairly
evident that the samepicture
with a disclination network remains valid formagnetic alloys
of the MnCutype
whereexchange
between
magnetic
ions is the RKKY-interaction :Therefore we shall
approach
suchsystems by
thesame method.
However in contrast to the
majority
ofmicroscopic
theories
starting
with the work of Edwards and Anderson[15]
where interaction(32)
was modelled asa random
potential,
in what follows we shall substan-tially exploit
the actual law ofdecreasing
ofJ(a, b)
with distance as
R’
5. - Let us tum to a
spin glass
with awell-developed
disclination network but where in addition there exists a kind of a
priori long-range
order. We assumethat the average value of
microscopic
field( S(x) >
which can
again
be considered a unit vector fieldm(x)
is different from zero. Now we are in a
position
to carry out the programme mentioned in the first section of the paper and introduce thisferromagnetic long-range
order in a
locally-invariant
manner. Thus we assumethat the term
quadratic
in derivatives of m, ’i.e.(am/ôxi)2
will enter the energy functionalonly
in theform of covariant derivatives
(Vim)2
from(4),
that isonly together
with the fieldbi. Physically
it means thatin the
leading approximation
the energy of magne- tization m is determinedby
its orientation withrespect
to the disclination network
only
in the same space-point
and that this energy does notchange
when themagnetic
structure which is defined nowby
bothdisclination
density
pi andmagnetization
mundergoes
a local rotation. The
breaking
of LEI in thisapproxi-
mation comes from the same term
pbf
in the energy functional(27).
The additionalbreaking
of LEI willcome
only
fromhigher
derivatives of m.This kind of LEI manifests itself for instance in
degeneracy
of theground
state of aspin glass
andconsequent
change
of the energydependence
of finitesamples
on their dimensions. If theinhomogeneity
ofspin
orientation on thesample
surface issufficiently
smooth and does not
produce
new disclinationsinside,
then without local invariance the energy of thesample
would beBut with local invariance
present
the energyand the
part
of it which isasymptotically proportional
to the dimension L can be made
equal
to zéroby
anappropriate
rotation of the disclination network. Thedegeneracy
of this kind takesplace only
with asufficiently developed
disclination network. The condi- tions of its appearance have been discussedby
Tou-louse
[8].
Its existence has beenindirectly
confirmedby
Toulouse and Vannimenus in a numerical expe- riment
[16].
Let us tum now to a small oscillation around
homogeneous magnetization
orientation mo(m’
=1).
The transversal part of the
Lagrangian (30)
whichdescribes oscillations of disclination
density
does notchange
with along-range
order m. TheLagrangian
oflongitudinal
oscillations of disclination network and oscillations of m = mo + m’ is now of the form[17].
It reduces to
(27)
whenmagnetization
oscillation is absent and becomes the standardLagrangian
for thespin
waves inferromagnets
when thecompensating
field (p is
equal
to zero.Simple
calculations show that(33) provides
4gapless
modes. The first 3 modes
correspond
to oscillations of thequantities
They
arepractically
identical with the 3Halperin-
Saslow sounds and have the same linear spectrum
(26).
The fourth mode
corresponds
to oscillations of themagnetization
m’ and itsfrequency
in ourapproxi-
mation is
equal
to zero :The energy of the
spin wave
may become finiteonly
as a consequence of
breaking
the localinvariance,
which should manifest itself in
higher
derivatives. Thesimplest assumption
isHowever,
inreality
the situation is morecompli-
cated since the
compensation
in terms of lowest ordermeans that various
physical long-distant
interactions which may exist in oursystem
becomeimportant.
In
particular,
inalloys
with an RKKY interaction(32)
one should expect essential
non-analyticity
of theexpansion
in derivatives andconsequently q3-depen-
dence of the
spin-wave
spectrum.To convince ourselves let us turn to the
diagram
offigure
1 for alow-temperature
energyexpansion
inpowers of m which
corresponds
to the standard mean-field
theory (cf. [1, 15])
and consider their contribution to the energy ofspin
fluctuations mq atsmall q [18].
Diagram (a)
isanalytic
atsmall q [19]. Diagram (b)
isof
special
interest to us. It represents the effective interaction of the formFIG. 1. - Open circles denote m the average magnetization at a point x and summation over all impurities. Lines represent RKKY
interaction (32).
and at
large
distances behaves like anordinary
Van der Waals interaction -
1 IR’.
Its contribution to the energy isevidently proportional
toq3. Diagram (c)
is
again analytic
at small q, and the lowest non-analytical
term indiagram (d)
isq3. Finally
dia-gram
(e) gives J,,ff - 11R 12
andnon-analytical
contri-bution to the energy -
q9.
It is easy to make sureby
such an
analysis
that theleading non-analytical
termis indeed
q3.
Thus, assuming
that theterm qz
iscompensated
thanks to local invariance we may write for the
spin-fluctuation
energywhere k and I are constants, and for the
spin
waveenergy
something
like698
with y from
(33).
Thedensity
of states with such a spectrum isindependent
of energy and the corres-ponding
heatcapacity
isproportional
to temperature :It is of interest to
point
out thatcomputer
calculations for the model of aspin glass
with RKKY interactionperformed by
Walker and Walstedt[20]
haveprovided
a similar result - 4
gapless
modes and thedensity
ofstates
independent
of energy.6. - Now we can
explain why
we have been socautious at the
beginning
of theprevious
section and called ourmagnetization
m an apriori long-range
order. The
point
is that the fluctuations of magne- tization determinedby
energy(34)
are sostrong
thatthey destroy
thislong-range
order. In this respect the situation in our model of aspin glass
is like that found in the vector models on 2-D lattices studied onceby
Berezinskii
[21].
The
intensity
of fluctuations with agiven
wavevector is
and the
corresponding integral
which determines the fluctuationsof magnetization
atpoint
Rdiverges logarithmically.
Therefore we have here thecase of so-called lower
marginal dimensionality
andcalculation of the
magnetization
correlation function should follow Berezinskii. His methodgives something
like
The
long-range
order thusdisappears
but the criticalfluctuations,
.which decrease as a power of distance(instead
ofexponent),
arepreserved throughout
thelow-temperature region.
The idea that
spin glass
is a state at lowermarginal dimensionality
has beenexpressed by
Anderson[1].
He has also discussed
physical
consequences of this situation[22]
and we shall not dwell upon it. We addonly
that in an externalmagnetic
field H formula(39)
will
give
anexpression
forsusceptibility :
Unfortunately
the nature of thephase
transitionto our state is
absolutely
unclear. Moreover thereare
fairly
strong reasons to believe that such a tran- sition does not exist at all. Thepoint
is that asPolyakov
has
proved (see
e.g.[23])
in all 2-D vectormodels,
except XY-model which was studied
by Berezinskii,
the transition
temperature Te is exactly equal
to zero.The
tendency
tolong-range
correlations which is socharacteristic of these systems will manifest itself
only
in anexponential dependence
of the correlation radiusRe
ontemperature ;
Actually, Re
is the distance at which the correlationgiven by
formula(39)
becomes of orderof unity.
Thus at low temperatures the
spin-glass,
in ourmodel behaves like a 1-D
Ising
system for which the formation ofmagnetic
clusters ofexponentially large
dimensions is characteristic.
Certainly
there isalways
a
possibility
ofpreserving
thephase
transitionby introducing
finiteanisotropy.
7. - Let us now come back to the system we started our
investigations
with,Heisenberg spins
ona
regular
lattice with randomnearest-neighbour
interaction. The situation here is more subtle because the direct
long-range
interaction which inalloys
gaveus
q3-term
in the energy is absent from the system.The
only
source oflong-range
interaction now is theexchange
of quanta ofHalperin-Saslow
sound(26).
Appropriate
calculations show that ata
q3 -term
reappears but with a coefficientequal
to temperature Tby
order ofmagnitude :
The calculations involved
exactly repeat
the cal- culations in thetheory
of thedependence
of thin filmchemical
potential
on the width of the film which is due to classical fluctuations ofelectromagnetic
fieldand sound waves
[24].
The
spin
wave spectrum is nowanalytic
and the
corresponding
heatcapacity
The
magnetization
correlation function is nowdescribed
by
the formulaConsiderations similar to those which led us to
(41)
will now
give
for the correlationlength :
Thus at low temperatures the
Heisenberg
modelon a 3-D frustrated lattice is
equivalent
to aregular
1-Dvector model.
8. - Let us
study
otherpossible
types of apriori long-range order,
that isantiferromagnetically
orderedspin glasses.
As has been notedby
Andreev[13] they
arise as result of
averaging
ofhigher spatial
momentsof the
microscopic
field S. Thus the ordered state may be definedby
tensorsIn
particular
Andreev has studied theexample
of aspin glass
withwhich is
formally equivalent
to theB-phase
of super- fluid He3.It is not difficult to
adopt
the formalism of local invariance for theantiferromagnetic
state. It issufficient to introduce covariant derivatives of the
field, li
-Vkli,
etc. and to take into account two termsquadratic
in derivatives of the energy -(Vkli)-(Vkli)
and
(Vili)2. Everything
which was said above about correlation functions remains valid and the formulae forspin
wave spectra mayeasily
be written down ifone takes into account that in
antiferromagnets
therelation a)4 -
Efluc
is to bereplaced by c4 N Eflur.
That
gives
formagnetic alloys
and
For the
Heisenberg
model on a frustrated latticeThe
phase diagram
for a model with frustrated bonds in the variables T and c, where c is the concen-tration of bonds of
antiferromagnetic sign,
will looklike
figure
2. At small c there is aferromagnetic
state
(F).
Further on at a certain value of c the system becomeslocally symmetric
and turns into the stateSgF
described in sections 5-7.
Similarly
at c close to onethe system is
antiferromagnetic
and with cdecreasing
it turns into the state
SgA
considered in this section.The
marginal
case c =1/2
has much in common withthe case of a
magnetic alloy
with RKKY interaction.Which of the two
possible
states(SgF
orSgJ
will takeplace depend
on subtleties ofimpurity
correlation at small distances.9. - Our main result - the
expression
for theLandau
Ginzburg
energy at low temperature(33)
which exhibits LEI - is in a certain sense
equivalent
to the
equation
for the molecular field obtainedby Thouless,
Anderson and Palmer[15]. They
bothprovoke
anomalous increase of fluctuations in thespin glass
state and lead to lowermarginal
dimen-sionality
type of behaviour(cf.
remarksby
Ander-son
[1]).
FIG. 2. - Phase diagrams for a model with concentration (’ of
antiferromagnetic bonds.
References
[1] ANDERSON, P. W., Survey of Theories of Spin Glass, 1976.
[2] We use vector symbols and operations only for components of spin S(x) in isotopic space. For coordinates and other vectors in regular space we use only their Cartesian components xi, ~/~xi, etc...
[3] YANG, C. N., MILLS, R. L., Phys. Rev. 96 (1954) 191.
[4] We present here a continuqus version of the theory with LEI.
It can easily be generalized for the case of spins on a
discrete lattice (see e.g. survey of KADANOFF, L., Rev.
Mod. Phys. 49 (1977) 267).
[5] This is generated by localization on a lattice of group Z2,
the discrete Abelian group of two elements (see also the
survey by Kadanoff mentioned above).
[6] MATTIS, D. C., Phys. Lett. A 56 (1976) 421.
[7] VILLAIN, J., J. Phys. C 10 (1977) 1717.
[8] TOULOUSE, G., Commun. Phys. 2 (1977) 115.
[9] Inside a frustration network, between its singular planes, one certainly could come across some local impurity ; islands with rapidly changing orientations of S. Their existence, however, will still not affect the averaged picture.
[10] A good survey of the current situation with disclinations in the theory of elasticity has been written by de Wit (see
R. DE WIT Linear Theory of Static Dislocations ed. by Simmons, Y. A., de Witt, R., Bullough, R. (Nat. Bur.
Stand. U. S.) Vol. 1 (1970) p. 651).
[11] We restrict ourselves to linearized version of the theory.
700
[12] This picture of a spin glass (in the absence of disclination)
was introduced by Halperin and Saslow (see HALPE-
RIN, B. J., SASLOW, W. W., Hydrodynamic theory of spin waves in spin glasses and other systems with non- collinear spin orientation preprint (1977)).
[13] Generalization for the case of non-zero magnetic field is fairly simple (see ANDREEV, A. F., Zh. E.T.F. 74 (1978) 785).
[14] This does not mean the absence of disclinations on a micro- scopical level.
[15] EDWARDS, S. F., ANDERSON, P. W., J. Phys. F 7 (1975) 965.
SHERRINGTON, D., KIRCKPATRICK, S., Phys. Rev. Lett. 35
(1975) 1792.
THOULESS, D. J., ANDERSON, P. W., PALMER, R. G., Philos.
Mag. 35 (1977) 593.
[16] VANNIMENUS, J., TOULOUSE, G., J. Phys. C 10 (1977) 537.
Actually they have studied only the 2D Ising model.
However it seems feasible that a numerical experiment
would provide similar results for the 3D Heisenberg model.
[17] We have given a simplified form of the Lagrangian. To genera- lize it in a trivial way one might insert different coefficients in terms describing oscillations of ~ parallel
(~~, 03BB~, 03BC ~)
and perpendicular (~~, 03BB~, 03BC~) to mo.
[18] Similar considerations of the non-analytic character of q-
dependence of the fluctuation energy has been made by
D. Khmelnitskii (private communication).
[19] The Fourier-component of the RKKY potential has only Kohn-singularity at q = 2 pF :
J(q)RKKY ~ (q - 2 pF) In | q - 2 pF| .
[20] WALKER, L. R., WALSTEDT, R. E., Phys. Rev. Lett. 38 (1977)
514.
[21] BEREZINSKII, V. L., Sov. Phys., JETP 32 (1971) 493.
[22] It still remains unclear whether it is possible in our model with
substantial long-range interaction to introduce any reaso- nable concept of upper marginal dimensionality. If one tries
to approach this problem formally and apply the criterion of marginality directly to the correlation function (37),
one then obtains d = 6 in accordance with the results of HARRIS et al. (HARRIS, A. B., LUBENSKY, T. I., CHEN,
J. H., Phys. Rev. Lett. 35 (1976) 1792).
[23] MIGDAL, A. A., Zh. ETF69 (1975) 1455.
[24] See e.g. DZYALOSHINSKII, I. E., LIFSHITZ, E. M., PITAEVSKII, L.
P., Adv. Phys. 10 (1961) 165 ;
Cf. also DZYALOSHINSKII, I. E., DMITRIEV, S. G., KATS, E. I., Sov. Phys. JETP 41 (1976) 1167.