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A description of the physical properties of polymer solutions in terms of irreducible diagrams. (I)

J. Des Cloizeaux

To cite this version:

J. Des Cloizeaux. A description of the physical properties of polymer solutions in terms of irreducible diagrams. (I). Journal de Physique, 1980, 41 (8), pp.749-760. �10.1051/jphys:01980004108074900�.

�jpa-00209300�

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749

LE JOURNAL DE PHYSIQUE

A description of the physical properties of polymer solutions

in terms of irreducible diagrams (I)

J. des Cloizeaux

Service de Physique Théorique, CEN-Saclay, B.P. 2, 91190 Gif-sur-Yvette, France

(Reçu le 10 janvier 1980, accepté le 17 avril 1980)

Résumé.

2014

Les solutions de polymères peuvent être commodément étudiées dans le formalisme grand canonique;

dans ce cas, la pression osmotique, les fonctions de corrélations et les concentrations en polymères de différentes longueurs peuvent être développées en fonction de potentiels chimiques et des interactions entre polymères.

On montre que ces développements peuvent être simplifiés en exprimant les quantités précédentes au moyen

de diagrammes qui sont irréductibles par rapport aux lignes d’interaction. Le procédé s’applique aux polymères monodisperses et polydisperses. L’élimination des divergences à courte distance conduit à des lois d’échelle

simples.

Abstract.

2014

Polymer solutions can be conveniently studied in a grand canonical formalism; in this case, the osmotic pressure, the correlations functions and the concentrations of polymers with different lengths, can be expanded in terms of chemical potentials and polymer interactions. It is shown that these expansions can be simplified by expressing the preceding quantities by means of diagrams which are irreducible with respect to the interaction lines. The process applies to monodisperse and to polydisperse polymers. The elimination of short range divergences leads to simple scaling laws.

J. Physique 4r (1980) 749-760 AOÛT 1980,

Classification Physics Abstracts

05.40

-

61.40K - 82.70

1. Introduction.

-

It is well known that the osmotic pressure of simple molecules in a solution can be

easily expanded in terms of the molecular concen-

tration [1]. The coefficients of this virial expansion

are given by connected « point-irreducible » Ursell- Mayer diagrams (see Fig. 1). This virial expansion

can be obtained by remarking that the usual Ursell-

Fig. 1.

-

Simple molecules in solution : a) o Point-irreducible »

diagrams ; a point represents a molecule. b) « Point-reducible »

diagram. Any reducible diagram can be considered as a tree of irreducible diagrams. Here, the reducible diagram is made of five irreducible parts connected by the articulation points A, B, C, D.

Mayer diagrams obtained in the grand canonical

formalism are trees of « point-irreducible » diagrams ;

the irreducible parts are connected by articulation

points which represent molecules. Thus, the contri- bution of a « point-reducible » diagram is the product

of the contribution of its « point-irreducible » parts.

This approach does not apply to solutions of monodisperse or polydisperse polymers (see Fig. 2) ;

on the corresponding diagrams, the concept of

« point-reducibility » does not exist.

However, in the case of polymer solutions, it is possible to introduce the concept of « line-irreduci- bility ». A diagram is an « 1-irreducible » diagram,

if it cannot be separated into two pieces by cutting

Fig. 2.

-

Polymer solutions : the diagrams are rather complex and

the concept of point irreducibility is meaningless.

Article published online by EDP Sciences and available at http://dx.doi.org/10.1051/jphys:01980004108074900

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an interaction line. A diagram is a « P-irreducible » diagram, if it cannot be separated into two (non trivial) pieces by cutting a polymer line (see Fig. 3).

Fig. 3.

-

a) This diagram is I-irreducible and P-irreducible.

b) This diagram is 1-reducible and P-irreducible. c) This diagram is 1-irreducible and P-reducible. d) This diagram is 1-reducible and P-reducible.

Now, we remark that an « 1-reducible » diagram

can be factorized and expressed in terms if its « I-irre-

ducible » parts. On the contrary « P-reducible »

diagrams cannot be directly factorized. Factorization

occurs only in the framework of an approximation,

which has been introduced several years ago by the

author [2] to determine the scaling properties of a polymer solution.

For this reason, we shall start by expressing the

osmotic pressure, the correlations and the concen-

trations of polymers of different lengths, in terms of

« 1-irreducible » diagrams and the concept of « P- irreducibility » will be used only for analysing diver-

gences.

In section 2, we recall the grand canonical formalism for polymer solutions. In sections 3 and 4, we show that the « 1-reducible diagrams » have tree configu-

rations and that such trees can be summed up by

means of Legendre transformations. Section 3 deals with the osmotic pressure and section 4 with the correlation functions. In section 5, we discuss the elimination of short range divergences. Finally, in

section 5, simplified expressions are given for the

osmotic pressure, the polymer concentrations and the correlation functions.

2. Osmotic pressure, polymer concentrations and corrélations in the grand canonical formalism.

-

Let

, us consider, in a volume V of solution, a set of N polymers which are chains of monomers. The numbers of these monomers are respectively Nl, ..., N,,. The

monomers, in the solvent, repel each other with a

strength which is given by the excluded volume u

Let us call ZG(Ni, ..., N N) the partition function

of this set and (ZG(N,, ..., NN))O the same quantity

in the absence of interaction.

For investigating the asymptotic behaviour of the solution when the numbers Nj of links are large, it

is convenient to consider the polymer chains as

continuous curves in a space of dimension d.

Thus, in the absence of interactions, the chains

are considered as brownian. In this case, the size of

a chain of N links can be characterized by the mean

square distance RN between the extremities of the chain

where 1 is an elementary length.

In the continuous limit, ZG(N1, ..., NN) becomes

infinite. However, this partition function can be

normalized and the quantity

is more regular. We note that the dimensionless factor (Vl-’)’ has been introduced to compensate for the fact that the origins of the free chains have

arbitrary positions.

For simplicity, it will be assumed that all chains

are dissymetric which means that the origin of each

chain is marked ; however this restriction is unim- portant.

When all numbers Nl, ..., N,, are different, 3G(Nl, ..., NN) may be considered as the partition

function of the set of chains ; when all of them equal N, the partition function is 3G(Nl, ..., NN)/N !.

Let us now consider a grand ensemble of polymers.

The corresponding partition function is

where { f } represents the set of fugacities

The osmotic pressure lI is given by [1]

and the mean number CN of polymers of link number

N, per unit volume is

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The functions 3G(N1, ..., NN) can be expanded in

powers of « u » and the terms of this expansion can

be represented by diagrams. As usual, the connected

diagrams play a crucial role.

The partition function can be written in the form

where Q{ f } is the generating function of the con-

nected diagrams

and

Thus, the dependence of the osmotic pressure H

on the concentrations is given by the parametric representations

Note also that the total number C of polymers per unit volume and the total number c of monomers, per unit volume, are related to CN by

These equations apply also when the polymer is monodisperse. In this case, all the chains have the

same number N of links ; there is only one chemical potential f ~ fN and Q{ f } can be written (2(j).

With these restrictions, all equations remain valid and equations (2.10), (2.11) read

Correlations can be treated in a similar way. A correlation function CG(3t) is the probability distri-

bution associated with the set ail the configurations

which satisfy specific conditions or restrictions fll.

We may call ZG(N1, ..., N, ; 3t) the partition function

in a volume V of the set of N polymers made respec-

tively of Nl, ..., NN links and restricted by 3t. By definition, the conditions 3t must apply to polymers

contained in the set ; otherwise the partition function

must vanish.

For instance, for 31, we may choose one of the fol-

lowing conditions :

1) The vector joining the origin and the extremity

of one polymer in the solution has a given value r.

2) Two points Ml and M2 are given in the solution and the polymer configurations are such that 1VI1

is always on a polymer with Ni links and M 2 on a polymer with N2 links.

The restricted partition functions can be norma-

lized as the ordinary ones and we have

The corresponding grand partition function is

By definition, we have

These quantities can be expanded in diagrams and

can be expressed in terms of connected diagrams. A

connected partition function with restrictions 5l will be denoted by the symbol 3(Nl, ..., Nf,; 3t) and

we shall also introduce the connected grand partition

function (2(j f } ; 9t).

On the other hand, the general correlation functions

CG(3t) are not the most fundamental quantities.

In order to define in a precise way, correlations in a

solution, one has to determine their cumulants C(9t)

Thus, the correlation functions C(fi) can be consi-

dered as implicit functions of the concentrations CN.

The rules for calculating the diagrammatic expan- sion of 3(N,,..., NN) are the following (see Fig. 2).

1) A diagram is made of N (solid) polymer lines

and of (dashed) interaction lines.

2) Each polymer line j carries a number Nj which

defines its link number.

3) A point where an interaction joins a polymer

line is an interaction point.

4) A polymer line j passing througli pj interaction

points is made of (pj + 1) segments containing

nj,o, ..., nj,pj links. Thus, we have

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5) Each line has a well defined origin.

6) Each solid segment and each interaction line carry a wave vector. The free ends of each polymer

carry the wave vector zero. At each interaction point,

the sum of the wave vectors of the neighbouring segments and of the interaction line vanish.

7) With each solid segment carrying a wave vector

k’ is associated a factor exp(- nk,2 12/2).

8) With each interaction line carrying a wave

vector k" is associated the constant factor - u(2 n) -’.

9) With the whole diagram is associated a factor

(2 nl-1 )d(N - 1).

.

10) The contribution of the diagram is obtained by integrating over all the independent wave vectors k

and by summing over all the independent link num-

bers n.

11) Finally, 3(N1, ..., NN) is calculated by summing

the contributions of all the diagrams.

12) The counting of the diagrams relies on the assumption that each polymer line has a marked end point (an origin) and that each polymer line can be distinguished from any other one (even if both lines have the same number of links : it is more convenient here to use labelled diagrams, without introducing symmetry factors).

The rules for calculating 3(Nl, ..., N N ; 3I) are very similar. To find them, we have only to take the restric- tions 3t into account.

3. Réduction of tree diagrams, expansion of the

osmotic pressure in terms of I-irreducible diagrams.

-

As was explained in the introduction, a diagram which

is I-irreducible cannot be separated into two pieces by cutting an interaction line.

Consequently, an I-reducible diagram is always

made of several I-irreducible parts which are con- nected by interaction lines so as to form a tree struc- ture. The tree diagram which is associated with an

I-reducible diagram is obtained by reducing each I-

irreducible subdiagram to a point (see Fig. 4). The

interaction lines which connect the I-irreducible

subdiagrams carry always a wave vector zero and

Fig. 4.

-

Reducible diagrams (a) and (b) and their corresponding

tree diagrams (a’) and (b’).

therefore the contribution of an I-reducible diagram

can be factorized.

The sum of the contributions of the reducible and irreducible diagrams D with N polymer lines gives 3(N1, ..., NN)’ In the same way the sum of the contri- butions of the diagrams which are I-irreducible and contain N polymer lines gives 3,(Nl, ..., NN)

Thus, the factorization property gives the pos-

sibility of expressing the partition functions 3(Nl, N,,) in terms of the simpler quantities 3 l( Nb, N,).

More precisely, let us consider a diagram D con- taining N polymer lines and let p be the number of its irreducible parts. The corresponding tree diagram T has p vertices connected by ( p - 1) interaction lines.

Each vertex can be labelled by an index j

=

1,..., p ; mj represents the number of legs of the vertex j and Nj

the number of polymer lines contained in the sub-

diagram j. Thus we have

With each polymer is associated a number N of links.

The link numbers of the polymer lines belonging to

the subdiagram j can be denoted by Nj, 1, ..., Nj, Nj

and the union of all sets of link numbers constitute the set (Ni, ..., Nrq) corresponding to the polymer lines

of the initial diagram.

The contribution of the diagram will be denoted by D(N1, ..., NN) and the contribution of the subdiagram j will be denoted by Ij(Nj, 1, ..., Nj,Nj).

The interaction lines which connect the subdiagram j to the other subdiagrams have mj end points on the polymer lines of this subdiagram ; these points are placed anywhere on the polymer lines belonging to the diagram j. Thus, by applying the rules given in section 2 and by counting the number of ways the m legs can be attached, we find that

According to equation (2.8), the grand partition

function Q{f} can be written

and we want to express this quantity as a sum on the

trees by using equation (3.3).

This operation has to be done by summing the

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contribution of each diagram, once and only once.

Thus, symmetry factors have to be introduced and the

following remarks indicate the origin of these factors.

1) By changing the labelling of the polymer lines

we may create new diagrams (look at Fig. 5) and we

see immediately that the factor which is introduced in this way is

Fig. 5.

-

By changing the labelling of the polymer lines, we create different diagrams.

2) The vertices of the tree diagrams are not supposed

to be a priori labelled and therefore each tree diagram

T is invariant by transformations which belong to the

group G(T) of automorphisms of the tree. The number

of elements of G(T) is the symmetry number S(T).

A diagram can be constructed by attaching a given

content to the vertices of the corresponding tree T.

However, any permutation of the vertices, followed by a permutation of the content, gives a diagram which

is identical with the initial diagram. Thus, a factor l/5’(r) has to be introduced to avoid overcounting.

The content of a vertex of a tree diagram is a vertex function vm{ f 1 which is defined as follows

Using this definition and setting

we find that a{ f } can be expressed in terms of the

vertex functions as a sum over the tree diagrams T

where m(T, j) is the number of legs of the vertex j belonging to the tree T.

We also note that the generating function of the vertex functions has a very simple form

and obeys the relation

which shows that the vertex functions are related to one another by the useful equality

Moreover, H(y, { f }) can be expressed in terms of

new variables

in a simple manner

and we have also

Now, let us calculate (21 f }. Equation (3.8) shows

that this function can be written in the form

where A(x) is an explicit function of G and of the vertex functions vm{ I} with m > 1.

A(x) is a generating function associated with trees in which the 1-leg vertex function has been replaced by a variable x. The structure of A(x) is rather complex

but the Legendre transform B(y) of A(x) is very sim-

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ple. Thus, with the help of such a transformation, it is possible to sum up the tree diagrams, and to express

directly (2{ f } in terms of the vm{ 1 }.

The Legendre transformation is determined by the coupled equations

It is well known and easy to show that B(y) is

related to the generating function of the vertex func- tions (see appendix). More explicitly we have

Now, let us put x

=

vl { f }. Equation (3.16) give

Bringing the second result in equation (3.15),

we obtain the system

We may also write, in agreement with equation

Using now equations (3.13) and (3.14), we find

With the help of equation (3.12), we can eliminate y ;

in this way, we find more convenient equations

Incidentally, we note also the following relation

which will be used in section 4.

We have now to write the concentrations as func- tions of the new parameters 9N. For this purpose, let us express the p operator p a ÔfN in terms of the new

,

variables.

Starting from the identity

we deduce successively from equation (3.23)

With the help of these identities, and by combining equations (2. 10) and (3.22), we obtain

The number of monomers per unit volume is also

given by a simple expression (see Eq. (2.9))

and using this equality, we may write

where vo{ g } and vl { g } are given by equation (3.6).

Incidentally, we note that

These results apply immediately to the monodisperse

situation in which each polymer has exactly N links.

The partition function, in this case, can be represented

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by the symbol 5(N ; N) and equations (3.6) and (3 .11)

read

On the other hand equations (3.28) and (3.29) give

Fig. 6.

-

The permutation, on a subdiagram, of the end points A, B, C of the lines connecting this subdiagram to the other sub- diagrams, leads to different diagrams with the same contribution.

Thus, the expression of the osmotic pressure can be

immediately derived from the knowledge of the I- irreducible grand partition function QI(g).

The simplest approximation consists in assuming

that the diagrams which contribute to II are simple

Fig. 7.

-

Simple tree diagrams.

tree diagrams (see Fig. 7). This amounts to the trivial

approximation

which gives

This formula reminds a result which S. F. Edwards

[3] derived in 1966 by using mean field methods.

However, in our notation, Edwards’ formula (cor-

rected by M. A. Moore [4]) is

and we see that it contains an additional term. This term can be found by calculating one loop diagrams

as was shown by M. A. Moore [4].

4. Expansions of corrélation functions in tenns of I-irreducible diagrams.

-

In section 1, we have seen that the correlation functions were given by partition

functions with restrictions é1( {/} ; fll). The expansions

of these quantities have also a tree structure and the concept of I-irreducibility can be applied to restricted diagrams. However the I-irreducible diagrams have

to be precisely defined.

In general, the contribution of a diagram is cal-

culated in momentum space and each interaction line carries a wave vector. In the following, a diagram will

be considered as reducible, if and only if it can be separated into two disconnected pieces by cutting

an interaction line carrying a wave vector zero. We

note that other definitions of I-reducibility are possible

and (eventually) useful but, they would lead to more

complicated discussions.

Now, we may introduce irreducible restricted

partition functions 3¡(Nb ..., NN, iq) and we shall

define also restricted vertex functions vm({ f } ; 9t)

We have shown in the preceding section (Eq. (3.8))

that Q{ f } could be written in the form

where T({ v }, G) is a function of G and of the vertex functions which correspond to the vertices of the tree T.

To construct Q{ f } ; 3t) we have only to change

in all possible ways the content of one vertex of T.

Thus, if this vertex has m legs, we change in T({ v }, G)

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the function vm{ f } which corresponds to this vertex, to the function vm({ f } ; 3t).

Analytically, this transformation can expressed by writing

where A(x) is defined by (Eq. (3.15)).

Using (Eq. (3.24)), we may also write

where the fN and gN are related to one another by equation (3.24).

In the preceding equation, let us now replace vm({ f } ; 3t) by its explicit expansion given by equa- tion (4. 1). By taking equation (3.23) into account,

we see immediately that

Thus C(3t) can be expressed in a very simple way in terms of the new variables 9N-

5. Elimination of the short range divergences.

-

A long polymer can be considered on a small scale

as a continuous and homogeneous line. In this case,

the rules for calculating the diagrams remain unchang-

ed but the sums over the numbers of links are replaced by integrals. However, for small n the integral dn...

does not always converge and it is necessary to intro- duce a cut-off no.

Thus we may write formally

The physical quantities of interest may or may not

depend explicitly on the cut-off. Consequently, it is

useful to separate the cut-off dependent contributions from the other ones; this can be done by using a simple renormalization technique, which is the direct

application to polymer diagrams of a standard tech-

nique of field theory.

In fact, it will be shown that for a solution of

monodisperse polymers and for N > 1, the partition

function 3(N ; N) can be written in the form

where c(no) is a constant which is cut-off dependent

and *3(N ; N) a regularized quantity which is of the

form

.

To establish these formulae, we have to apply the rules, given in section 2, which tell how the contri- butions of the diagrams must be calculated.

Thus, if we add to a connected diagram containing

N polymer lines, a new polymer line and an interaction line connecting this polymer line to the other ones,

we construct a new diagram containing N + 1 polymer

lines and a dimensionless factor ul -d N2 is introduced.

On the other hand, when a new interaction line is added on a connected diagram, a factor zN is intro- duced (if the integrals over the numbers of links converge !). The origin of the factors which appear in zN is the following. The term u(21)-d/2 comes from

the interaction itself. The term N2 is related to the fact that the number of polymer segments increases by

two when an interaction line is added and that any number n can be considered as proportional to N.

Finally, the term (NI 2) -d/2 is related to the creation of a new loop in the diagram. More precisely, a new

internai wave vector k appears and a new integration

over this vector has to be performed. The product of

these three factors gives zN.

The preceding remarks are valid only if the integrals

with respect to the numbers of links converge. Thus,

we must study the convergence of these integrals.

For this purpose, we shall use the concept of P- reducibility defined in section 1. We shall consider

only diagrams containing one polymer line and contributing to 3(l ; N). This restriction is justified by the fact that the extension of the discussion to more

complex diagrams is trivial.

The origin of the divergences can be understood by studying P-irreducible diagrams without P-irreducible insertions (see Fig. 8). On the polymer line of a diagram

Fig. 8.

-

a) A P-irreducible diagram containing a P-irreducible insertion (a self energy diagram). b) A P-irreducible diagram

without P-irreducible insertions.

of order q, belonging to this class, let ni be the abscissa of the first interaction point and n2 the abscissa of the last interaction point.

Let us keep n, and n2 fixed. All the integrals over

the other variables converge, as can be easily seen.

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Thus the contribution Dq of the diagram is given by an integral of the form

The remarks made above show that, in the absence of any divergence, the dependence of Dq on the

variables should be given by

,

Consequently, homogeneity arguments show that the integral (5.5) is always of the following form

where A and B are constants.

Let us study more precisely the case where 4 > d> 2.

We see that for q

=

1 and perhaps for a few larger

values of q, the integral diverges when (nI - n2)-+0.

In this case, a cut-off is necessary and we may impose

the condition n 1 - n2 1 > no where no is a constant which is not very different from one (N > 1).

In this way, we obtain

Dropping the terms which vanish in the limit

no - 0 we may also write

or more explicitly

The second term is regular ; it does not depend on

the cut-off and its dependence in N is in conformity

with the scaling laws. On the contrary, the first term is cut-off dépendent ; it is proportional to N and ano-

malous.

Now, we may separate the two terms, by subtracting

the first term from Dq and by considering it as a joint

insertion in the diagram. Thus, the subtracted contri- bution (renormalized) contribution) may ben written

in a symbolic way

which means that we omit all the divergent terms.

In the same way, in a general diagram, all the divergent parts of the subdiagrams can be subtracted step by step. Thus, with each P-irreducible diagram,

we may associate a contribution which is calculated by subtracting the divergent parts from the contributions of the P-irreducible divergent subdiagrams. The

contribution D of the diagram contains a term pro-

portional to N which results from the divergence of

the diagram itself and a normal term ’D which can be called renormalized contribution of the diagram.

On the other hand, the symbol c(no) will be used for

representing the sum of all the terms proportional

to N, which come from the contributions of the P- irreducible diagrams after regularization of the sub-

diagrams. Thus, all the divergent parts can be replaced by point insertions (see Fig. 9). The total weight of

an insertion is c(no).

Fig. 9.

-

Separation of the normal (renormalized) contribution and of the additional (divergent) contribution of a diagram.

Now let us consider a simple diagram (without insertions) of regularized contribution D. By making s point insertions on the diagram, we obtain the contri-

bution

The total contribution of the diagram with all possible

insertions is

More generally, we have by similar arguments

where ’3(N; N) is a renormalized partition function

which is completely regular. The scaling arguments which have been given above are applicable to

’3(N; N) and we may write

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This formula can be easily generalized and using similar arguments, we may also write

where N is an average number of links which, for instance, can be defined by setting

Similar relations are also valid for the restricted

partition functions 3(Nl, ..., N N ; 3t).

6. Simplified expressions for the osmotic pressure and for corrélation functions.

-

In the expressions

which give the osmotic pressure we may now eli- minate all the cut-off dependent terms. Taking equa- tion (5.2) into account, we replace equation (3.6) by

where

In the same way, equations (3.27) and (3.28)

are replaced by

where

These equations which give the osmotic pressure

can be written in a simple form when the polymer is monodisperse. In this case, vm{ h } reads vm(h).

We may set :

and we see immediately from equations (5.13) and (6 .1 ) that

Thus equations (5.2) give

where

We see that simplifications occur, the length 1 has disappeared from the expressions and w(t) which is

the unknown function depends only on the dimen-

sionless parameter zN.

In particular these expressions show that II has

the form

where zN is given by equation (5.4).

For instance, we see that the expression given by

S. F. Edwards and M. A. Moore for d

=

3 (see Eq. (3.34)) is precisely of this kind.

On the other hand, the chemical potential y is given by the equation

The expressions which give the correlation func- tions, can be regularized in the same way and equa- tion (4.5) can be transformed into

Again, it possible to use such expressions to derive scaling laws. For instance, it would not be difficult to

show that the mean square distance RN of an isolated

chain in the solution is given by an expression of the

form

We might also express the results in terms of the

surface SN

=

Nl2 which defines the size of a brownian chain in the absence of interaction and b

=

ul - 4 which defines the strength of the interaction.

In fact, we have (see Eq. (5.4))

Incidentally, we note that this coefficient b is just

the parameter which defines the interaction in Lagran- gian theories [2].

All the preceding expressions describe situations

in which N is large but zN might be small. Thus, they

apply in the cross over domain between the brownian

and the excluded regime.

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In the excluded regime, zN > 1 and simplifications

occur

In this limit, there remains only one significant surface in the system namely eSN and therefore, as

was shown previously [2], the osmotic pressure takes the form

where 0(n) is a (d dependent) universal function which has the following properties [2]

Thus in the semi-dilute regime, we have

7. Conclusion.

-

In this article, we have shown that

polymer solutions can be studied by diagrammatic

methods and that, in this case, it is sufficient to calcu- late the I-irreducible diagrams to determine all the

properties. Moreover, we have shown that the short range divergences could be directly eliminated.

These remarks are very simple but basic because

they are general and apply both to monodisperse and polydisperse systems.

Thus, the principles given here can be used as a starting point for more precise studies and, in forth- coming articles, applications will be given.

APPENDIX

Legendre transformation and tree diagrams.

-

The Legendre transforme B( y) of a function A(x) is by

definition related to A(x) by the coupled equations

The function A(x) is arbitrary but we want to show that, if A(x) is the generating function of tree diagrams,

the function B( y) is the generating function of the vertices of this diagrams.

The tree diagrams which are considered here are

connected diagrams which are made out of n-leg

vertices (n > 1) and out of interaction lines. Two vertices in a diagram are connected by zero or one

interaction line and this property defines the tree

structure (see Fig. 10). The diagram made of only

one interaction line is considered as a tree diagram.

Fig. 10.

-

Tree diagrams and their symmetry numbers.

Each tree diagram T will be labelled by the number

m of its extemal legs (m > 2) and by an additional

index a. Thus, Sm,a will be the symmetry number of the diagram (m, a).

With each diagram (m, a), we associate a contri-

bution Am,a which is a product of factors, determined

as follows. With each internai or extemal interaction

line, we associate the factor G ; with each n-leg vertex (n > 1), we associate the factor vn.

The function A(x) is defined as the generating

function

In the same way, A’(x) can be defined as the gene-

rating function of rooted tree diagrams. A rooted diagram is obtained from a simple tree diagram by marking the extremity of one external leg (see Fig.11 ).

Fig. 11.

-

Rooted tree diagrams and their symmetry numbers.

Each root is characterized by a small circle.

Each rooted tree diagram T’ will be labelled by the

number m of its (marked or unmarked) external lines and has a symmetry number Sm,«. The contributions

A’,p of these rooted tree diagrams are calculated exactly as the contributions Am,rJ.’

Thus, we see immediately that

(13)

We see now that the series y = A’(x) can be cons-

tructed easily by iteration and the iteration process

can be described by the equation

From this equation, we deduce immediately the

result

But according to (A. 2), A (0) = 0 and therefore (A. 3)

shows that 0(0) = 0. Thus, the preceding equation

can be integrated and gives

which is the announced result.

References

[1] HILL, T. L., Statistical Mechanics (Mc Graw Hill) 1956.

[2] DES CLOIZEAUX, J., J. Physique 36 (1975) 281.

[3] EDWARDS, S. F., Proc. Phys. Soc. 68 (1966) 265.

[4] MOORE, M. A., J. Physique 38 (1977) 265 ; see also DES CLOI-

ZEAUX, J., J. Physique 41 (1980) 761.

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