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Randomly branched polymers and conformal invariance

Jeffrey Miller, Keith De’Bell

To cite this version:

Jeffrey Miller, Keith De’Bell. Randomly branched polymers and conformal invariance. Journal de

Physique I, EDP Sciences, 1993, 3 (8), pp.1717-1728. �10.1051/jp1:1993211�. �jpa-00246827�

(2)

Classification Physics Abstracts

5.40 5.70J 36.20C

Randomly branched polymers and conformal invariance

Jeffrey

D. Miller

(I)

and Keith De'Bell

(~)

(1)

Service de Physique Thdorique de Saclay, 91191 Gif-sur-Yvette Cedex, France (~) Trent University, Department of Physics, Peterborough, Ontario K9J 788 Canada

(Received

I December 1992, rev~sed 3 March 1993, accepted 27 April

1993)

Abstract We show that the field theory that describes randomly branched polymers does

not have the structure one expects of a two-dimensional conformal field theory. In particular,

we show that the lowest dimension operator in the theory cannot be primary. We show

more- over that the free field theory obtained by setting the potential equal to zero in the branched polymer theory is not even classically conformally invariant. Finally, we present numerical data for the exponent

0(a),

defined by

TN(«)

+~

l~N~~l"J+~,

where

TN(«)

is number of distinct

configurations of a branched polymer rooted near the apex of a cone with apex angle a. The data indicate that

0(a)

is not linear in

lla,

providing further evidence that correlation func- tions which generate randomly branched polymers do not transform simply under conformal

transformations.

1 Introduction.

It is

widely

believed that statistical mechanical systems at the critical point of a second order

phase

transition are

conformally

invariant on scales much

larger

than any

microscopic

distance

iii (~).

In

two-dimensions,

where the conformal

algebra

is infinite

dimensional,

conformal invariance

places

strong constraints on the fixed

point

correlation functions. The

analysis

of these constraints,

starting

with the paper of

Belavin, Polyakov,

and Zamolodchikov [2], has lead to a rather

complete understanding

of the

large

distance behavior of twc-dimensional

critical theories [3].

As is

well-known,

the

large

distance behavior of certain random

geometrical

systems exhibit critical

fluctuations,

and can be described

by

continuum field theories. The conformal proper- ties in two dimensions of most of these

systems-linear polymers,

branched

polymers

with fixed

topology,

theta

polymers, percolation,

dense

polymers,

etc. are

fairly

well understood [4].

(1)

More precisely, translational, rotational, and scale invariance, in systems with only short range

interactions, are thought to imply conformal invariance.

(3)

1718 JOUIIIiAL DE PHYSIQUE I N°8

Randomly

branched

polymers

[5] are a notable

exception (~).

It is not known which conformal field

theory

describes them, or even whether

they

are described

by

a conformal field

theory

at all.

Numerical work indicates that

randomly

branched

polymers

behave

anomalously

under con~

formal transformations. The rates of

decay

of correlation functions in a

strip,

for systems that

are

conformally

invariant in the

bulk,

are

simply

related to the

scaling

dimensions of the operators that appear in the correlation functions [6].

Extremely

accurate transfer matrix cal- culations of lattice animals

(which

are believed to be in the same

universality

class as branched

polymers)

in the

strip

[7]

yield

correlation

lengths

which do not seem to be

proportional

to any of the known exponents in the branched

polymer problem. Also,

numerical enumerations of

randomly

branched

polymers

in the

wedge

[8] indicate that the exponent

0w(a),

defined

by TJ~(a)

+~

A~N~°(")+I,

where

TJ~(a)

is number of distinct

configuratations

of a branched

polymer

rooted near the apex of a cone with apex

angle

a, is not linear in

lla

unlike what

one finds in

conformally

invariant systems, like linear

polymers

[9].

Previous theoretical

investigations

of branched

polymers

have also encountered

problems

in

regard

to the

question

of conformal invariance.

Duplantier, Kostov,

and Saleur have solved the branched

polymer problem

on a random lattice [10]. These authors

calculate,

on a random lat- tice, universal

properties

of

polymer partition

functions. Unlike the case of other

(conformally invariant) geometrical

systems that can be solved on a random lattice

ill], however,

these

partition

functions cannot

always

be

interpreted

in terms of correlation functions of

scaling

operators.

Furthermore,

unlike the case of linear

polymers

or

percolation,

it is not clear in this

case how to relate the

quantities

calculated on the random lattice to the

corresponding

quan~

tities in the

plane.

This

correspondence

should exist in theories that are

conformally

invariant [12]. Saleur [13] has also

pointed

out that the violation of naive

hyperscaling

in the branched

polymer

field

theory (discussed below), together

with finite size

scaling

in a

strip

of width

L,

leads to an L

dependence

for the

singular

part of the branched

polymer

free energy that is at

variance with what one expects in a conformal field

theory.

In this paper we address the

question

of conformal invariance of branched

polymers by studying

the structure of the continuum field

theory

that describes their

scaling

behavior.

This field

theory

was first studied within the context of the

epsilon expansion

around the upper critical dimension of branched

polymers,

d~ =

8, by Lubensky

and Isaacson [5].

Later,

Parisi and Sourlas [14] showed that this

theory

is, up to

perturbatively

irrelevant operators,

supersymmetric.

A consequence of the supersymmetry is that certain correlation functions of the branched

polymer

field

theory

in d dimensions are

equal

to correlation functions in the field

theory

that describe the

Yang~Lee edge singularity

[15] near its upper critical dimension of six in d 2 dimensions

(~). Although

the

original

paper of Parisi and Sourlas

only

demonstrated the supersymmetry near the upper critical dimension of the branched

polymer problem,

and then

only perturbatively,

there is

good

reason to believe that the supersymmetry and its consequence dimensional reduction to the

Yang-Lee edge problem persist

all the way down to d

= 2.

First,

the

predictions

of dimensional reduction in two and three dimensions for the exponent

0,

which governs the number of branched

polymer configurations,

the

prediction

in three dimensions for the exponent u which governs the radius of

gyration

[14], and the

prediction

for the

scaling

form of the

pair

correlation function also in three dimensions

ii?]

are

all well confirmed

by

numerical work.

Second,

there exists a

supersymmetric

lattice

model,

(~) A randomly branched polymer is a tree

(no loops)

on a regular lattice. Each tree with

a given number of bonds is taken be equally probable [5].

(~) We emphasize that one can prove non-perturbatively that

a Parisi-Sourlas supersyrr~metry implies dimensional reduction [16] the only question is whether the theory in question is really super~

symmetric.

(4)

due to

Shapir

[18], which holds in all

dimensions,

and which has as its continuum limit the Parisi-Sourlas field

theory, again

up to operators which are

perturbatively

irrelevant.

We therefore take this field

theory

as our

starting point.

Our

assumptions

are,

explicitly,

that the supersymmetry and the operator content of the Parisi-Sourlas field

theory persist

down to dimension d

= 2. In

light

of the above

remarks,

this

assumption

appears to be a

good

one. The

question

that we would then like to answer is whether these two

assumptions

are

compatible

with conformal invariance.

By

conformal

invariance,

we mean here

having

the structure of a conformal field

theory,

with the operators of the

theory arranged

in conformal families

(highest weight representations

of the Virasoro

algebra),

the lowest dimension operator in each

family being

a

primary

operator [2].

In order that the branched

polymer

field

theory

has this structure, it is clear that the lowest dimension operator in the

theory

must be

primary.

For if this operator were not

primary, (and

if the

theory

had the usual structure of a conformal field

theory),

it would have to be the descendent of another operator with lower

scaling dimension,

and

by assumption

there is no lower dimension operator.

The

precise question

that we want to ask then is whether the lowest dimension operator in the branched

polymer theory,

the operator which appears in all of the branched

polymer

generating functions,

is

primary.

We find that it is not, and thus conclude that this

theory

does not have the structure that one expects of a conformal field

theory.

To show

this,

we assume that the lowest dimension operator in the

theory

is

primary

and

show, by conformally mapping

the

plane

to the cone, that one then obtains inconsistent pre- dictions for the exponent

0(a)

defined

by TN(a)

+~

A~N~°(")+I,

where

TN(a)

is number of distinct

configurations

of a branched

polymer

rooted near the apex of a cone with apex

angle

£X.

To further

investigate

the

question

of conformal invariance in this

model,

we also consider the free field

theory

obtained

by setting

the

potential equal

to zero in the branched

polymer

field

theory.

We show that this

theory

is not even

classically conformally

invariant. The reason for this is that the free Parisi~sourlas

theory

is

essentially

a

higher

derivative Gaussian

theory,

and it is known

that,

in

higher

derivative

theories,

scale invariance does not

imply

conformal

invariance [19]. It is

important

to

emphasize

that the free

theory

no

longer

describes branched

polymers,

even

non-self-avoiding

ones. That the free

theory

is not even

classically conformally

invariant

is,

in

light

of the

problems

that arise in the

interacting theory, however, suggestive.

Finally,

we present numerical enumerations of

randomly

branched

polymers

in the cone. A

cone is a

wedge

with

opposite

sides

identified,

and is

conformally

related to the

punctured plane.

If the lowest dimension operator in the branched

polymer problem

were

primary,

the exponent

0(a)

in the cone would be

simply

related to the exponent 0 in the

plane

and to the apex

angle

o. More

precisely, 0(a)

would be be linear in I

la.

Our enumerations indicate that this linear relation does not hold.

The

plan

of this paper is as follows. In section 2 we discuss the field

theory

that describes

randomly

branched

polymers,

in section 3 we show that the lowest dimension operator in this

theory

is not

primary,

in section 4 we show that the free Parisi-Sourlas

theory

is not

conformally

invariant, in section 5 we present our results for the exponent

0(a)

obtained

by

exact ennumerations of branched

polymers

in the cone, and in section 6 we restate our

conclusions.

(5)

1720 JOURNAL DE PHYSIQUE I N°8

2. Structure of Parisi~sourlas field

theory.

The effective Hamiltonian of the field

theory

that describes the universal

properties

of

randomly

branched

polymers

near their upper critical dimension [5] can be written [14]

HB.p

=

/ d~rlw(-V~#

+

V'(#))

+

W~

+

~l(-V~

+

V"(#))lbl. (i)

where

V(#)

=

)r#~

+

i)#~. #

and w are

commuting scalars;

~b and 1i anti-commute. HB.P. is invariant under the supersymmetry transformations

b#

=

-aepxH~b,

bw

=

2aep6H~b,

b~b = 0, and

bli

=

a(epxHw 2ep6H#)

where a is an

anti-commuting

number and ep an

arbitrary

vector

[20].

We take this field

theory

as our

starting point,

and in

particular

assume, for the reasons

given

in the

introduction,

and as is usual

(~),

that the operator content of the

theory

in two

dimensions is that of the field

theory

defined

by equation (I).

The supersymmetry

imposes

relations between the correlation functions of the

theory.

For

our purposes, the

following

identities are useful

(<(r)w(o))

=

(~b(r)I(o))

=

4$1<(r)<(o)). (2)

FYom these

equations

it follows that the the

scaling

dimensions ~~, xw, x~, and x~ of the fields

#, w, ~b, and are related

by

x~=xw-2=x~-I=x~-1. (3)

#

is therefore the lowest dimension field in HB.P:

In accordance with the discussion in the

introduction,

the field

#

must be

primary

if the field

theory

described

by equation (I)

is to have the usual structure of a conformal field

theory.

Given that

#

is

primary,

it follows from

equation (2)

that

w =

kV~#

+ Q

(4)

where &l is a sum of

primary

operators, and the constant k

= This is because in

x~

a conformal field

theory

the two

point

function of operators

belonging

to different conformal families is

always

zero; since

(#w)

is not zero, w must have a term that

belongs

to the conformal

family

of

#.

Since the

scaling

dimension of w is x~ + 2, this term must be a descendent of

#

at level two, and the

only

descendent of

#

at level two which is also a scalar is

V~#. Likewise,

&l

must be the sum of

primary

operators, since if iD has a term which is not

primary,

that term must be the descendent of another operator with

scaling

dimension xw n where n is a

positive integer.

But

again

there is no such operator in the

theory (other

than

#;

&l is a

commuting

variable and therefore cannot be a first

generation

descendent of ~b

or1i).

It is

important

to note that conformal invariance

together

with

equation (2) imply

that w

=

kV~#

+ iD holds as

an operator

identity,

and not

just

as an

equality

in the

plane.

(~) For example, the lowest dimension fields, # and #~

(the

spin and energy

operators),

of the scalar #~ theory that describes the Ising model in sufficiently high dimensions correspond to primary

operators in two dimensions; the lowest field dimension field, #, in the #~ theory that describes the

Yang-Lee theory [15] corresponds to a primary operator [21]; and the lowest dimension "operator" in the n - 0

O(n)

model, which generates linear polymers, corresponds to a primary operator.

(6)

3. Lowest dimension field not

primary.

We now show that

#

cannot be

primary.

The correlation function

(#(r)w(0))

is the

generating

function for the number

wN(r)

of

randomly

branched

polymer configurations

with N bonds

containing

the sites 0 and r

[17,18]

(#(r)Ld(0))

+~

/~ dNe~"~KfWN(r). (5)

Here K is a

fugacity

for the number of bonds in the

polymer,

K~ is the

(non-universal)

value of the

fugacity

at which the average

polymer

size in the fixed

fugacity

ensemble

diverges,

and

e measures the deviations of K from K~: e

=

~

Equation (5)

holds for e

small,

and

+~

means that both sides of the

equation

have the

sane leading singular

behavior. In the

scaling

region

we expect

(#(r)#(0))

=

~~~/~~,

where the correlation

length (

+~ e~" FYom

equation

r 4

(2), (#(r)w(0))

=

~j~~)j. Using

this

scaling

form and

integrating

both sides of

equation IS)

with respect to r

a~~d~hen taking

the inverse

Laplace

transform with respect to e we have

~nunrooted

~

~N

~f-@

~

)N ~fu(d-2x~-2)-3 (~)

N j~

c

where T@~~°°~~~ is the number of unrooted branched

polymers

of size N in the

plane,

and

£~ wN(r)

=

N~T]~~°°~~~. Setting

d

= 2 and

using

the

approximate

value of u

= 0.64 [7] and

the exact value of 0

= [14], we find x~ = -I

Iv

R -1.5. The field

#

therefore has

negative scaling

dimension.

Under the

assumption

that

#

is

primary

we can also calculate the exponent

0(a),

defined

by

TN

(a)

+~

l~N~°(")+I,

where

TN(a)

is the the total number of

randomly

branched

polymer configurations

rooted near the apex of a cone with apex

angle

a (~). To calculate

0(o)

we need

j

to know

(#w)

in the cone. The transformation z -

(

= z2« maps the

plane

onto the cone.

Since, by assumption, #

is

primary,

we have at

criticality

(<(Zl)<(22))Plane

"

i)(Zl)i~~i)(22)i~~(<(<1)<(<2))cone (7)

so

that,

(§~((1)§~((2))cone "

())~~~'(l'~~ ~~~~'(2(~~

~~~~ m m

~

(~~

'(l" (2"

~~

where we have normalized

#

so that

(#(r)#(0))plane

"

fi.

FYom equation

(4)

it then follows

r

that

(~((l)~J((2))cone

"

(§~((1)(ki7~~

+

ld))cone

"

k~)2 (~((l

)§~((2))cone

(9)

where we used the

orthogonality

of

#

and &l to obtain the second

equality. Combining equations (8)

and

(9)

then

gives

(§~((1)~J((2))cone ~~(2 (~~

~~~~~~~~~~ ~~~~~~~~~ ~ ~~~~

j(~ _~f

(2x~

~~~~

(~) A cone can be thought of as a wedge in the plane, with opposite sides identified. By apex angle

We mean the angle in the plane between the two sides of the wedge.

(7)

1722 JOURNAL DE PHYSIQUE I N°8

The correlation function

(#((i)w((2))cone

is the the

generating

function for the total number of branched

polymers

in the cone. This statement is true

regardless

of whether we put

#

in

the bulk and w near the apex or w near the apex and

#

in the bulk. On the other

hand,

we

see from

equation (10)

that the exponent

0(a) depends

on whether

#

or w is near the apex.

For if we put w in the

bulk,

that

is,

if we

integrate

over

(2, holding (i

fixed and near the apex of the cone, we find

0(a)

= 2

~'~

(II

a

while if

integrate

over

(i holding (2

fixed we find

something different, namely 0(a)

= 2

~'~

2u

(12)

for a < 27r. Since we obtain different answers for

0(o) depending

on whether we put

#

or w

near the apex,

equation (10)

cannot be correct: the correlation function

(#w)

in the cone is not

equal

to the conformal transformation of

(#w)

in the

plane,

under the assumption that

#

transforms as a

primary

operator. There are in fact two additional

problems

with

equations (II)

and

(12):

1) the the coefficient of

27rla

is

negative, implying

that the smaller the apex

angle,

the greater the number of rooted

polymer configurations,

which is

impossible,

and

2)

the exponent

0(a)

in

equation (12) jumps discontinuously

from one at a = 27r to about

1/3

for a

just

smaller than 27r. Such a

jump

seems

unlikely,

and in any case is in the wrong direction

(0(a)

should increase as a

decreases).

A final

point

must be

considered, namely

that the cone is not

conformally

related to the

plane,

but to the

punctured plane.

In most

theories,

the distinction between the

plane

and the

punctured plane

is irrelevant. A puncture in the continuum

theory corresponds

to a finite size hole in the lattice

theory.

The presence of the hole

changes

the interactions between sites

variables,

and so

corresponds

to the presence of an energy like operator. The energy operator

on the lattice can be written as a sum of operators in the continuum

theory.

In

general,

one

expects every operator in the continuum

theory

to appear in this sum unless it is forbidden to do so

by

some symmetry. The lowest dimension operator in the sum is the most

relevant,

and dominates the

large

distance

physics.

In most theories the lowest dimension operator with the

sane

symmetry

as the energy operator is the

identity

operator, so a defect in the lattice does not

change

the

large

distance behavior of correlation functions. But in the

theory

we

are

considering (and

in the

Yang-Lee theory)

the operator

#

has the same symmetry as the energy operator and has a smaller

scaling

dimension than the

identity

operator,

If, therefore,

#

appears in the sum

(and

there is no symmetry which forbids it from

doing so)

the

large

distance behavior of correlation functions on a lattice with a

single

defect would be different from the behavior of correlation functions on the

perfect

lattice. In the continuum this means that correlation functions in the

plane

would not be the same as those in the

punctured plane.

The exponent 0 in the

punctured plane,

or on a lattice with a finite size

hole,

would therefore be different from 0 in the

plane.

Since correlation functions in the cone are

conformally

related to those in the

punctured plane, they

would also be

modified,

as would

predictions

for

0(a).

This

proposal,

while

raising interesting questions,

has a number of

problems. First,

it is difficult to see how the presence of a finite size hole on the lattice could alter the exponent 0.

To check

this,

we have enumerated all branched

polymer configurations (rooted

near the

origin)

with twelve and fewer bonds on a square lattice with the site at the

origin

removed. Branched

polymer configurations containing

the

origin

were disallowed. The ratio of the number of

polymer configurations

in the presence of the puncture to the number in the

plane

appears to converge to a constant near 0A as the number of bonds in the

polymer

increases. This indicates that the defect does not

change

0.

Second,

we expect that the presence of the puncture should

(8)

not affect the

boundary

conditions at

infinity.

Thus the state, at

infinity

should still be the

SL(2, C)

invariant vacuum, I.e. the state

corresponding

to the

identity

operator. In the Hilbert space

formulation,

the state

corresponding

to the operator

#

is an energy

eigenstate,

and is

orthogonal

to the

SL(2, C)

invariant vacuum. Hence the

partition

function Z should not be affected

by

the puncture. Correlation

functions, however,

will now have an extra

#(0)

inserted in them. Since we are interested in two

point functions,

the correlation functions with the extra insertion of

#(0)

are three point functions and are

computable. Performing

these computations,

one can show

explicitly

that the correlation function

(#w)

in the

punctured plane

still

depends

on whether

#

or w is put at the

origin.

4. Free Parisi-Sourlas

theory

not

conformally

invariant.

In order to

gain insight

into what

might

go wrong with conformal invariance in the branched

polymer theory,

we consider here the

simplest theory

with a Parisi-Sourlas supersymmetry.

This is obtained

by setting

the

potential V(#)

in equation

(I) equal

to zero. The

commuting

fields

#

and w then

decouple

from the

anti~commuting

fields

~b and @.

Moreover,

the fermion part of the free Hamiltonian HF has the form of an

ordinary

Gaussian

model,

and is

conformally

invariant with ~b and 1i

transforming

as

primary

fields with conformal dimension zero. The

remaining

part of the free

theory

is

HF

=

/ d~x[w(-V~#)

+ ~w~].

(13)

2

or,

integrating

out the field w,

HF "

d~r(V~#)~ (14)

a

higher

derivative Gaussian

theory.

For

HF

to be scale

invariant, #

must have

scaling

dimen~

sion -I, or conformal dimension

-1/2.

Let us assume, as we did for the branched

polymers,

that

#

transforms under conformal transformations as a

primary

operator.

Then,

under the

transformation z - z +

e(z),

4(~, 2)

~

(i ))~~/~(i ))~~/~#(~'~l' (is)

Taking

into account the transformation of the measure d~r and the derivatives

6~,

we find the

variation in HF

~

~~~

/ ~~~~i~~~

~~~~~~~~~ ~ ~'~'~' ~~~~

If

e(z)

is constant,

corresponding

to a

translation,

or linear in z,

corresponding

to a dilatation

or

rotation, bHF

vanishes

identically,

while if

e(z)

is

quadratic

in z, the

integrand

is a total

derivative,

and so bHF vanishes in this case as well. These three transformations generate the

special

conformal group,

SL(2, C).

On the other

hand,

the

integrand

is not a total derivative for more

general

conformal transformations.

Thus, assuming

that

#

is

primary,

the action in

equation (14)

is invariant under the group

SL(2,C),

transformations

mapping

the

plane

to

itself,

but not invariant under the full conformal group in two dimensions.

Furthermore,

there is no way to transform

#

so that

bHF

" 0. To see

this,

suppose that under z - z +

e(z)

<(z z)

-

(i t)-~/~(i t)~/~<(z z)

+

b<(z z). (17)

JOURNAL DE PHYSIQUE J T 3,N. 8, AUGUST 1993 62

(9)

1724 JOURNAL DE PHYSIQUE I N°8

with

b#

linear in

#

and e. Then

bHF

=

/ d~rl( ~j)i~ (3#)(63#)

+

2(33#)(63b#))

+ C-Cl

(18)

In order for

bHF

to

vanish,

we need to choose

b#

in such a way that the

integrand

is a total derivative.

Considering

the first term in

equation (18)

we see that this is

only possible

if

b#

is of the form

ae(z)6#

+

b6e(z)#.

But we cannot add a term of this kind to the transformation law for

#,

because this has

already

been fixed

by

translational and scale invariance

(that

is to say, if we add term of this form to transformation law for

#,

HF will not be invariant under the

special

conformal

group).

Thus there is no way to transform

#

so that

bHF

" 0 under

general

conformal transformations. Hence the

simplest theory

with a Parisi-Sourlas supersymmetry is not

conformally

invariant even at the classical level. It seems

likely

that this is related to the

problems

with conformal invariance encountered in the more

complicated interacting theory

that describes branched

polymers.

5 Numerical results.

In

light

of the discussion in section

three,

it is of interest to know the

dependence

of the exponent

0(a)

on the the

reciprocal

of the cone

angle

a for branched

polymers

confined to a

cone. For linear

polymers,

one finds [9], as a

simple

consequence of the fact that the

generating

function for a linear

polymer

is the correlation function of two

primary

operators, an exponent that is linear in I

lo.

In the case at

hand,

we do not know what to expect,

because,

as we

have shown in section 3, the

generating

function for

randomly

branched

polymers

is not the correlation function of

primaries,

or of a

primary

and a descendent. A

previous analysis

of

exact enumeration data [8] for branched

polymers

confined to a

wedge

found a non-linear

relation between the exponent and the inverse cone

angle.

It

is, however,

worth

studying

branched

polymers

in the cone, because the cone, unlike the

wedge,

is

conformally

related to the

(punctured) plane.

We have

analysed

exact enumeration data for lattice trees confined to a cone. The cone is formed

by applying cyclic boundary

conditions to a

wedge,

cut from

a square

lattice,

in such a way that

corresponding

lattice sites on the two boundaries of the

wedge

become identified as

a

single

site on the surface of the cone. The number of

(weak) embeddings

of trees rooted at the apex of the cone were enumerated for trees with up to 16 vertices.

We assume that the number of trees on the surface of the cone

diverges

as

TN(o)

+~

l'~N~°(")+~ (19)

1 is the

growth

constant for lattice trees on the square lattice and is the same for trees confined to a

wedge

or cone as it is for trees in the bulk lattice [22]. The

yth

moment of the

generating

function for

TN(o)

will therefore have critical behaviour described

by

G~Y)(x)

=

£TNX'~NY

+~ (x~

x)~+Y~° (20)

N

From

previous

work [23], the value of x~ is known to be +o,00001 Xc "

1/~

" °.~~~~~

(21)

-0.00002

(10)

To obtain estimates of

0(a)

a Baker-Hunter confluent

singularity analysis

[24] was

applied

to

the exact enumeration data at each of the cone

angles

considered. This type of

analysis

was

used since we expect the presence of confluences in the

generating

function for lattice trees [25].

The initial

analysis

used the central estimate of x~

given

above

and,

since

0(o)

is

bigger

than

unity

for the smaller

angles,

the

first,

second and third moments of the

generating

function

were

analysed

[8]. The results are shown in table I. As this type of

analysis

may be sensative to the value of x~

assumed,

we also

performed

an

analysis

which eliminates the need to

specify

x~.

To do this the ratio of the number of

embeddings

in the bulk lattice TN and the

corresponding

number of

embeddings

in a cone with

wedge angle

a,

TN (a),

was formed

TN "

TN/TN(a)

+~

N°(")~° (22)

Table I. Estimates of

0(o)

for various cone

angles

o. Columns labelled 1, 2 and 3 tabulate results obtained from the

first,

second and third moment of the

generating

function

respectively.

The column labelled 4 tabulates the results obtained

by taking

the ratio of the number of trees in the bulk lattice to the number on the cone.

Angle

1 2 3 4

90° 2.091 2.134 2.126 2.l14

+0.017 +0.025 +0.017 +0.014

12i° 1.98 1.96 1.85 1.852

+0.ll +0.09 +0.03 +0.007

143° 1.85 1.83 1.78 1.73

+o.06 +o.os +o.io +o.09

180° 1.55 1.551 1.550 1.553

+o.02 +o.oos

±((((

+o.oio

233° 1.418 1.4080 1.39 1.39

+0.010 +0.0007 +0.09 +0.04

270° 1.2539 1.250 1.252 1.236

+0.0012 +0.006 +0.004 +0.014

The

generating

function for these ratios has a critical behavior

given by

~

(~) £

~

~N

~ (~ ~)l+@(a)-@

(~~)

r N

N

This has the

advantage

that the critical

point (x~

=

I)

is known

exactly

and it is not necessary to use

higher

moments as the exponent is

always

greater than I. The

resulting

estimates of

0(a)

are shown in column 4 of table 1.

(11)

1726 JOURNAL DE PHYSIQUE I N°8

In most cases the

spread

in the central estimates of

0(a)

in the columns of table

I,

for a

given

value of a, is

comparable

with the error estimate in a

single

column obtained

by considering

the variation in the estimate from different Pad4

approximants

to the Baker-Hunter

auxillary

function. In order to make a

comparison

with the

expected

linear relation we take the overall estimate of

0(a)

to have a central value

given by

an average, over the columns of table

I,

of the central estimates and error bounds such that all of the central estimates fall within these

bounds. These values are

plotted against

I

la

in

figure

I. Even

allowing

for some

degree

of

subjectivity

in the value of the error bounds the estimates of

0(a)

are

clearly

not consistent with a linear

relationship (although

we cannot

altogether

rule out short series effects as the

reason for this deviation from a linear

relation).

2.2

~

4l

1.8

§

Sin)

~~ o

lA @

1.2 ~

l 8

0.00i 0.004 0 006 0.008 0.01 0 012

1In

Fig. I. Overall estimates of @(a) plotted against I

la.

The bulk value of

= I has been included

as the value for a

= 360°.

6. Conclusions.

In this paper we have considered whether

randomly

branched

polymers

are

conformally

in- variant, We have shown that the usual structure of conformal field

theories,

in which the lowest dimension operator in the

theory

is

primary,

does not hold. This rules out the most

straightforward

formulation of conformal invariance for branched

polymers.

We also showed that the free Parisi-Sourlas Hamiltonian is not even

classically conformally invariant,

because it is

essentially

a

higher

derivative

theory.

This is

interesting,

because this

higher

derivative

theory

is the

simplest

local scale invariant

theory

that one can write down which is not also

conformally

invariant. It seems

likely

that the lack of conformal invariance in the free

theory

is related to the

problems

that arise in the

interacting

branched

polymer theory. Finally,

from numerical ennumerations, we showed that

0(a)

is not linear in the inverse cone

angle

a, as is the case when the

generating

function is a correlation function of primaries, or of a

primary

and a descendent.

We would like to conclude with several remarks.

First,

our results rest on the

assumption

that the supersymmetry and operator content of the Parisi-Sourlas field

theory,

valid near

eight dimensions, persist

down to two dimensions. As noted in the

introduction,

the

predictions

of the

supersymmetric

formulation agree

extremely

well with numerical work in two and three di-

mensions,

so that these

assumptions

seem to be

good

ones.

They

are nevertheless

assumptions.

Second,

it would be nice to have a better

understanding

of the role of

boundary

conditions in

theories,

like this one, that have

negative

dimension operators. As we discussed in section

4,

the

(12)

existence of

negative

dimension operators makes the relation

between,

for

example,

the

plane

and the

punctured plane

rather

ambiguous. Finally,

the reason for

problems

with conformal invariance may be related to

non-unitarity

of the model. Since the

theory

is

non~unitary,

the Hamiltonian in the Hilbert space formulation of the

problem

is not

Hermitian,

and therefore need not be

diagonalizable.

If H is not

diagonalizable,

the usual arrangement of operators in

conformal field theories in

highest weight representaions

of the Virasoro

algebra

[2] would be

impossible.

Acknowledgements.

J.M. thanks John

Cardy

for

suggesting

this

problem

to

him,

and for many

helpful

conversa~

tions. He also thanks Mark Goulian for

discussions,

and Bertrand

Duplantier,

Ivan Kostov and Hubert Saleur for

explaining

their

unpublished

work to him. This work was

supported,

in part,

by

NSF Grant PHY 86-14185 and the Natural Sciences and

Engineering

Research Council of

Canada.

References

[1] Polyakov A-M-, Sov. Phys. JETP Lett. 12

(1970)

381.

[2] Belavin A-A-, Polyakov A-M-, Zarnolodchikov A-B-, Nucl. Phys. B241

(1984)

333.

[3] see e-g- Cardy J.L., Fields, Strings and Critical Phenomena

(Les

Houches,

1988)

E. Brezin and J. Zinn-Justin Eds.

(Elsevier

Science Publishers B-V-,

1989).

[4] see Duplantier B., Physica A 163

(1990)

158;

De'Bell K., Lookman T., Surface Phase Transitions in Polymer Systems, Rev. Mod. Phys.

(To

appear January

1993).

[5] Lubensky T-C-, Issacson J., Phys. Rev. A 20,

(1979)

2130.

[6] Cardy J.L., J. Phys. A 17

(1984)

L385.

[7] Derrida B., Staulfer D., J. Phys. Hance 46

(1985)

1623.

[8] De'Bell K., Lookman T., Phys. Lett. A l12A

(1985)

453.

[9] Cardy J-L-, Redner S., J. Phys. A 17

(1984)

L933.

[10] Duplantier B., Kostov I-K-, Saleur H., private cornrnunications.

ill]

Duplantier B., Kostov I-K-, Nucl. Phys. B 340

(1990)

491.

[12] Knizhnik V-G-, Polyakov A-M-, Zamolodchickov A-B-, Mod. Phys. Lett. A 3

(1988)

819.

[13] Saleur H., private communication.

[14] Parisi G., Sourlas N., Phys. Rev. Lett. 46

(1981)

871.

[15] Fisher M-E-, Phys. Rev. Lett. 40

(1978)

1610.

[16] Cardy J.L., Phys. Lett. B. 125

(1983)

470.

[17] Miller J-D-, Europhys. Lett. 16

(1991)

623.

[18] Shapir Y., Phys. Rev. A. 28

(1983)

1893.

[19] Zinn4ustin J., private communication.

[20] Parisi G., Sourlas N., Phys. Rev. Lett. 43

(1979)

744.

[21] Cardy J.L., Phys. Rev. Lett. 54

(1985)

1354.

[22] Whittington S-G., Soteros C., Disorder in Physical Systems, G-R- Grimmett and D. Walsh Eds.

(Oxford

University Press,

1990).

[23] Lookman T., Zhao D., De'Bell K., Phys. Rev. A

(1991)

4814.

[24] Baker G-A- Jr., Hunter D.L., Phys. Rev. B 7

(1973)

3377.

[25] van Rensburg E-J-J-, Madras N., J. Phys. A 25

(1992)

303.

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