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The thermodynamic scaling function of a polymer solution
A. Knoll, L. Schäfer, T.A. Witten
To cite this version:
A. Knoll, L. Schäfer, T.A. Witten. The thermodynamic scaling function of a polymer solution. Journal de Physique, 1981, 42 (6), pp.767-781. �10.1051/jphys:01981004206076700�. �jpa-00209063�
The thermodynamic scaling function of
apolymer solution
A. Knoll
Institut für theoretische Physik der Ruprecht-Karls-Universität, 6900 Heidelberg, Deutschland L. Schäfer
(*)
Institut fur theoretische Physik der Universität Hannover, 3000 Hannover, Deutschland
and T. A. Witten
(**)
Randall Lab. of Physics, University of Michigan, Ann Arbor, Michigan 48109, U.S.A.
(Reçu le 1 S décembre 1980, accepté le 16 février 1981 )
Résumé. 2014 Nous calculons la fonction d’échelle d’un polymère en bon solvant. Cette fonction régit toutes les propriétés thermodynamiques, en particulier celles de la pression osmotique. Nous utilisons une modification du
développement en 03B5 introduite récemment par Schäfer et Horner pour traiter la singularité de Goldstone dans
un système magnétique isotrope. Ce développement modifié conduit à des diagrammes irréductibles de vertex et donne une description unifiée des régimes de faible et large recouvrements. Nous présentons le calcul complet
au premier ordre, comprenant également les effets de la polydispersion. Il apparait que ces effets sont petits et
interviennent essentiellement sur le deuxième coefficient du viriel. Dans le calcul au deuxième ordre, nous nous
bornons à étudier un système polydispersé dans lequel la distribution des longueurs de chaines est en équilibre chimique et nous négligeons les contributions faibles. La convergence est raisonnable et nos résultats sont en
accord avec les mesures expérimentales.
Abstract. 2014 We calculate the thermodynamic scaling function of a polymer solution in the good solvent regime.
This function controls all thermodynamic properties, in particular the osmotic pressure. Our calculation uses
a modification of the 03B5-expansion, recently introduced by Schäfer and Horner to treat the Goldstone singularities
of an isotropic magnet. This modified expansion concentrates on the vertex irreducible diagrams, and it gives a
unified description of both the small overlap and the large overlap regime. We present a complete first order
calculation, including also the effect of polydispersity. This effect is found to be small, influencing mainly the
second virial coefficient. In the second order calculation we restrict ourselves to a polydisperse ensemble in which the chain length distribution is in chemical equilibrium, and we neglect some small contributions. The conver-
gence is reasonable, and our results are in good agreement with experimental data.
Classification Physics Abstracts
36.20 - 64.60
1. Introduction. - Long polymer chains in a good
solvent show
scaling
behaviour[1]
which can beexplained by
the renormalization group. This approachcan also be used to
predict
which aspects of the observedphenomena
are universal, i.e.independent
of variables like temperature T or
chemistry
of thesolution. Thus Des Cloizeaux has shown
[2]
that theosmotic pressure H of a dilute solution of
long
chainsin the excluded volume limit
obeys
ascaling
law(*) Supported by the Deutsche Forschungsgemeinschaft.
(**) Supported in part by NSF Grant No. DMR77-14853, Polymer Program.
where cp and N denote the concentration of chains and the
(number-average)
chainlength, respectively,
and B is a non-universal
length
parameter. The exponent v is universal,depending only
on the space dimension d. Also the functions is universal, it how-ever will
depend
not only on d but also on the chainlength
distribution(polydispersity)
in the solution. Ashas been discussed
previously [3],
thisdependence
can be
incorporated
into the renormalization groupapproach, identifjing S
as a universal functional of the chainlength
distribution. Furthermore it can be shown that S determines notonly
the osmotic pres-sure but also other
thermodynamic quantities
ofinterest. For instance, the energy excess Au of the solution
obeys
thescaling
law[3]
Article published online by EDP Sciences and available at http://dx.doi.org/10.1051/jphys:01981004206076700
with non-universal constants 03B1i, and similar results
can be
given
for the entropy excess, the chemicalpotential,
etc. Thus the functional T is the centralthermodynamic quantity
in the excluded volume limit.When combined with the
Feynman-graph
methodsof field
theory
the renormalization groupapproach
allows for a calculation of the universal behaviour in an
expansion
in powers of 8 = 4 - d, and thisexpansion
has been used to get estimates for critical exponents(like
v in eq.(1.1))
and for somescaling
functions. In this paper we use this method to cal- culate the
thermodynamic scaling
functional 5. Indoing
this we encounter twomajor complications.
The first one is the
polydispersity dependence
men-tioned above. A method to
incorporate
thisdepen-
dence in an actual calculation was
suggested
in refe-rence
[3],
and here for the first time this formalism isapplied
to a non-trivialexample.
The secondcomplication
concerns the treatment of the semi- diluteregion
where the chainsoverlap strongly.
Asis well known
[2] (see
alsofigure
5 of reference[4])
this
region
in thephase
transitionanalogue
of theexcluded volume
problem corresponds
to theneigh-
bourhood of the « coexistence » curve, where the
« Goldstone »
singularities
occur. Thesesingularities
have an
origin quite
different from the « critical » power laws observed in dilute solutions. In the lan- guage of thepolymer
systemthey
are collectiveeffects due to monomer
density
fluctuations corre-lated over the volume
occupied by
a chain. Some years ago L. Schafer and H. Horner[5] suggested
amethod to treat these Goldstone
singularities
on thesame level as the critical
singularities,
and in the present paper we willrely heavily
on their results.This enables us to calculate the functional 5’ in the whole
region ranging
fromvanishing
to infiniteoverlap
of the chains. We here restrict ourselves to thegood
solvent(excluded volume)
limit. Similar results for a poor solvent have beenpresented by
Des Cloizeaux
[6].
The
organization
of this article is as follows : In section 2 we calculate 5’ to first order in 8 fora chain
length
distribution in chemicalequilibrium, thereby explaining
the salient features of ourapproach.
In section 3 this calculation is modified so as to
include
polydispersity.
In section 4 wedirectly
usethe results of reference
[5]
to get the functional 5’ to second order for theequilibrium
distribution, andsection 5 contains a summary and a discussion of
our results.
Throughout
the paper we use the conven-tions of reference
[3].
This paper is
certainly
not self-contained in thatwe make extensive use of
previous
field theoreticwork. It is our aim here to show how these field theoretic methods can be used to obtain detailed
predictions taking
into account thespecial
featuresof the
polymer problem.
Furthermore acomparison
of second order to first order results shall
give
us afeeling
for thedegree
of accuracy that can be reached.A detailed
comparison
of our results to those ofprevious (non-renormalization group)
theories goesbeyond
the frame of the present paper and will bepublished
elsewhere.2. Calculation of T in the equilibrium ensemble to
first order. - 2. 1 DEFINITIONS, AND REDUCTION TO ONE-VERTEX IRREDUCIBLE DIAGRAMS. - The
equili-
brium ensemble is defined
by
a chemicalpotential p(n)
for chains oflength n
which takes the form03BC(n) =
go + 03BC1 n .(2.1)
This chemical
potential gives
rise to a broadproba- bility
distributionP(n)
for chains oflength
n. In thedilute limit this distribution has the form
[7]
P
(n) = 03C3/NF
03C3n)03C3-1 1e-03C3n/N (2 2)
P03C3(n) = 03C3/NF(03C3) (03C3N/N /03C3 (03C3m/N) (2.2)
where a is identical to the critical exponent
y = 1.162.
The distribution
changes
withincreasing overlap,
and in the
large overlap
limit itagain
takes the form(2.2),
but with a = 1.With the choice
(2.1)
ofp(n) polymer theory
canbe
mapped [1, 2]
onto aspecial Landau-Ginzburg-
Wilson model of
phase
transitions. The osmotic pressure can beexpressed
aswhere
r(t, M )
represents the renormalized dimension- less vertex function calculated from the set of all one-line irreduciblediagrams
with propagatorfour-point
vertex g, andone-point
vertices M, whichare to be attatched
directly
tofour-point
vertices(1).
Closed propagator
loops
are forbidden inpolymer theory,
and thediagrams
are subtracted at renorma-lization momentum x
according
to the massless renormalization scheme. This momentum scale K is also used to make all thequantities
of the renor-malized
theory (r,
t, q, etc.) dimensionless. The variables t and M are related to the concentrations of chains cp and oflinks cl
= cp Nby
theequations
where
( 1) For a definition of the field theoretic concepts used here we refer to the review article of Br6zin et al. [8].
is a renormalization factor and v = 0.588 is the cri- tical exponent in
equation (1.1).
Thelength
1 is theaverage size of a link of the unrenormalized chain and thus it defines the
microscopic length
scale.The
s-expansion proceeds by ordering
the dia-grams of r(t,
M) according
to the number of inte-gration loops.
Thisyields
a sensibletheory
in thedilute limit but breaks down as soon as Goldstone
singularities
becomeimportant.
As Schafer and Homer have shown one may construct atheory
valid in allthe range of interest
by focussing
attention on theone-vertex irreducible
diagrams
instead the one-line irreducible ones.(Recently
Des Cloizeaux[6]
hasalso
given
atheory
ofpolymer
solutions based onvertex
irreducibility.)
In addition aspecial
choice ofthe renormalization momentum K is
required
aswill be discussed in subsect. 2.3.
The
analysis
ofr(t, M)
in terms of one-vertexirreducible parts ’BJ
proceeds
in closeanalogy
to thetopological analysis
which establishes[9]
the rela-tion between
Legendre
transform and one-line irre-ducibility.
We findwhere ’0 denotes the sum of all one-vertex irreducible
diagrams
with propagators(t+g/6 M2 +g/3 c+q2)-1
and c represents the sum of all
subdiagrams
whichcan be attatched to the
diagrams by
asingle
vertex.This
partial
summation can beinterpreted formally
as a
Legendre
transformation(see
also reference[6])
with respect to t of the non-trivial part
and c then is identified as
Equation (2.5) immediately
leads to arigorous
relation between c and CI,R :
2.2 THE ONE-LOOP APPROXIMATION. - In the equilibrium ensemble CU and c can be evaluated
easily
byintroducing
the notion oflongitudinal
and transverse propagators.Setting
the basis for the treatment ofgeneral polydispersity
we, however,prefer
to construct ’tJ and cby summing polymer diagrams.
Toone-loop
orderthe
diagrams
are exhibited infigure
1. Thisyields
for ’Uwhere we have
explicitly given
the first four terms of the series ofone-loop diagrams including
the counter-terms. The unit vector K° fixes the direction of the renormalization momentum K and
m;
stands forThe
symbol
we find in the same wayFig. 1. - One-loop diagrams contributing to CU (la) or c (lb).
Full lines denote propagators and broken lines denote interaction vertices. The heavy dots stand for M-vertices.
where
The
integrals
areeasily
evaluated toyield (compare
Eq.(2.7))
where
and
We shall need to consider a range of M such that
9M’
is of order 1, whereas g is of order s. Indeed,where the
fixed-point coupling
constant g* takes the value jj* = 3 f;/4 +O(03B52).
As an obvious check we thusmight
evaluate gF(t, M),equation
(2.15), in thea-expansion
to first order, to recover the results of reference[8], equation (9.24).
However, in a consistent treatment of the coexistence curve powers of the typem1
=m1-t, or m1d-2
=m12-03B5
should not bes-expanded
sincethey
hold the information on the Goldstonesingularities.
These
singularities
occur as mi - 0, which in the presentapproximation
describes the coexistence curve.(Powers m2-03B5
should bes-expanded,
however, sincethey
are not related to Goldstone modes; m2 ~ const. as mi - 0.)As has been discussed in detail in reference
[5]
with the correct choice of K we may set up thetheory
as a doubleexpansion
in the two parameters s andM2 (m1-03B5 -
1), and theone-loop approximation
to one-vertex irreducible parts as iscussed here is correct to first order in both parameters.(Note
that in thisexpansion
a term of the type03B5.m12(m1-03B5 -
1) is taken to be of secondorder.)
Fromequations (2.16)
to(2.18)
the term g. c is found to be of first order :Thus terms of order
(g . c)2
org*(g.c)
will beneglected
in thefollowing.
The
generalization
of our method toarbitrary polydispersity
is easier if we express all results in terms ofpolymer
variables. Arigorous expression for c1,R
isgiven by equation (2.9),
and asimple
calculation based onequations (2.4), (2.12), (2.14), (2.15) yields
to first orderWe use these relations to eliminate t and M2 in
equation (2.15)
Though
the integrals J1 and J3diverge
as l/e, r must have no suchdivergence.
Indeed, we may rewrite the last term on the r.h.s.using r
To first order this
yields
Equations (2. 14), (2. 9)
and(2. 23) yield
to lowest orderand
equations (2.26)
to(2. 28)
constitute therepresentation
of r in terms ofpolymer
variables.2.3 THE CHOICE OF THE RENORMALIZATION MOMENTUM. - As
explained
in detail in reference [5] the presentproblem
possesses twolength
scalesgiven by ml 1
andm2-1.
Thelength m1-1 approximates
the end-to-end distance of a
single
chain in the solution(transverse
correlationlength).
Itdiverges
in the limit N ~ oo.In the dilute limit M2 - m1 ~ 0 as N - oo. In the semi-dilute limit, however, m2 stays finite as mi - 0, N ~ oo :
its order of
magnitude
in thisregion
isgiven by
cl,R(compare
Eq.(2. 28)).
As shown in reference[5]
the renormaliza- tion point is determinedby
the shorter correlationlength,
and we therefore fix xby choosing m2
= 1 + as.(Note
that m2 is dimensionless, the scalebeing given by K.) Equations (2.14), (2. 9), (2. 23)
thenyield
to first orderand we choose a such as to cancel the term ( -
g*/6)
on the r.h.s.Introducing
the notationand
using equations (2.4)-(2.6)
we findan
equation
which defines the renormalizationpoint
ximplicitly
as function of cp and NR.Equations (2.22), (2. 27) yield
To eliminate NR we define a parameter w
by
thus
reducing equations (2.31)
and(2.32)
to the formwhere the «
overlap
» SR is defined asSolving equation (2. 34i)
for theoverlap sR
we find to first orderWe note the occurrence of the
typical
Goldstone mode termW(W-t:/2 -
1) contained in c(Eq. (2. 34ii)).
Equations (1.1), (2.3), (2.4) identify
thethermodynamic scaling
function asEquations (2.4)
to(2. 6)
and(2. 33) yield rigorously
and we thus find
Equations (2. 34ii), (2. 36),
(2. 40) constitute a parameterrepresentation of T(SR).
We postpone its discussion to the next section where we derive the result forarbitrary polydispersity.
We here only note that the parameter w can begiven
aphysical meaning
in the context ofscaling
considerations. It iseasily
found to beproportional
to thefraction of a chain
occupying
a « blob », where a blob is defined as a part of a chain notinterpenetrated by
anotherchain.
(The
concept of « blobs » is discussed in detail inchapter
III, 2 of reference[1]).
As a consequence the corre-lation
length m2-1
can beinterpreted
as the size of a « blob ».3. The thermodynamic scaling function for arbitrary polydispersity. - 3.1 1 ONE-LOOP CALCULATION. -
A formulation for
arbitrary polydispersity
has beenpresented
in reference[3],
which in this section will be referred to as I, with thecorresponding
number ofequations
in brackets, if necessary. The formulation of I introduces adifferent
variable ti
for each polymer chain. A separateweight
factorM2(ti) regulates
the number of chains witht = ti, and the effective
potential
r is a functionalOfM2 (ti).
Theintegrations
over tiappearing
in this functionalare taken
along
a contour1 enclosing
thesingularities
of the vertex functions in the tic. Thegeneralizations
ofequations (2. 4)
and(2. 5) defining
cpand cl
aregiven
inequations (15.7,
5. 8),respectively :
The function
in mean field order is related to the chain
length
distributionP(n)
=1/N p(nln) by equations (I 6.17,
5.5) :We here have modified
equation (15.5) by
the additional shift of t due to the c-insertions.Our first task consists in the calculation of the
diagrams
offigure
1. The basicpiece
ispresented
infigure
2a.It
yields
the contribution(compare I 6.18-6.20)
where
(Eq. 16.21)
and
p(Q2)
is theLaplace
transformof p(y).
We note thatp(y)
is normalized such that(13.22)
In the
diagrams
for c there occurs a second basicpiece
shown infigure
2b. Thisyields
With the
expressions
for the basicdiagrammatic
structures at hand the calculation of theone-loop
contributionsproceeds
as in theprevious
section. The subtraction scheme remainsunchanged
and we findFig. 2. - Basic pieces of the diagrams of figure 1.
Following
theprocedure
of section 2 we eliminateThis
yields
for thescaling function T(SR)
defined as inequation (2. 37)
a formula which
generalizes equation (2. 38). Introducing
the functionwe rewrite this result in the form
where
K 1
stands for theintegral
The renormalization momentum x is chosen as in the
previous
section(Eqs. (2. 29)
or(2.31)); only
the expres- sion for cchanges. Equation (3.11) yields
where
The
rigorous
relations(2. 39) for cl,R,
Cp,R hold also in the present case. We thus findEquations (2. 36), (3 .18),
and(3. 20) yield
theequation
for sRT(sR) is given by equations
(3.16) and(3.20)
Equations
(3.21) and(3.22) give
the parameterrepresentation
forgeneral polydispersity
to first order. The1/ e
contributions in J1 are cancelled
by
parts of theintegrals
K1, K2,respectively.
The results of theprevious
sectioncan
easily
be recoveredby evaluating
Kl, K2 withR(Q) = (1/w -
1)(1
+Q 2)-1,
the correct choice for theequilibrium
ensemble(p(x) = (1
+x)-1
toleading
order inE).
All thepolydispersity dependence
is contained in the functionR(Q)
and thus in K1,K2.
The Goldstone mode contributions are contained in K1,K2,
and in theexplicit
factors Wdl2 - 1.We note that this derivation
of T(sR)
has some features in common with the work of Des Cloizeaux[6]
whichapplies
to poor solvents. The crucial new feature in thetheory
of agood
solvent aspresented
here is the use of theappropriately
chosenrunning
renormalizationpoint
asspecified by
K.3.2 LOWEST ORDER RESULTS. - In lowest order our parameter
representation
readsThis result is a remarkable
improvement
over thesimple
mean-fieldresult T(sR)
=g/6 sR given
in(15.10).
Itreduces to this result for vd = 2. Both results are based
only
ontree-diagrams
and respect thescaling
laws, butequations (3 . 23)
in addition show the correctasymptotic
behaviour(This asymptotic
behaviour is an immediate result of thegeneral
structure of our equations (3.21,3.22).
To ourknowledge
it isproved
here - and notpostulated
- for the firsttime).
Furthermore we will find below that thehigher
orderapproximations
do notchange
the lowest order resultdrastically
and that even the lowest order result fits the data reasonably well. Thus this result in many aspects isanalogous
to theempirically
established parameterrepresentation
of theequation
of state[10].
We note that the result(3.23)
isindependent of polydis- persity.
3.3 THE REGION OF LARGE OVERLAP. - In the limit of large overlap the thermodynamic scaling function
is
expected
to beindependent
ofpolydispersity.
Our result agrees with thisexpectation
since as sR - oo theintegrals K1,
K2 are dominatedby
theintegration
overlarge
momenta q wherek(q) - 2/3 g* C2 q 2
independent
ofpolydispersity (2).
Anasymptotic analysis
of theintegrals yields
where the
leading polydispersity dependence of K1,
K2 is in theunspecified
constants.Substituting
these results into the parameterrepresentation
we find1
We note that to order e not
only
theleading term ~ sRvd-1
but also the next toleading term ~ sR0
isindependent
1 - £/2of polydispersity.
Theleading polydispersity dependence
is of order03B5sR1-vd .
3.4 THE SECOND VIRIAL COEFFICIENT. - In the present context it is natural to define the second virial coefficient A2
by
the relationSince vd - 2 =
0(g)
theexpression (3. 22) for 5(sR)
shows that for a calculationof A2
to order 8 it is sufficient to know the functionw(sR)
to order03B5o, only.
Asimple
calculationyields
where k2
is the firstnon-vanishing
virial coefficientof K1 :
Evaluating
this coefficient we find(2) See also the second paper of reference [6].
LE JOURNAL DE PHYSIQUE - T. 42, No 6, JUIN 1981
where y,,, = 0.577... is Euler’s number. For the
monodisperse
ensemblep(y)
=6(y -
1) weimmediately
findFor the
exponential
distributionp(y)
= e-y the valueresults. Since the scale
of sR
is not universal theses-expansions
have noscale-independent meaning.
We can,however, form a universal ratio
measuring
thepolydispersity dependence
of the second virial coefficient :The
s-expansion (3. 32)
ofa2( y, y’)
does notfully exploit
thescaling
information.From Slcp -
Nvd +O(cp)
it follows that
a2(Y, y’) obeys
thehomogeneity
lawa2(Ày, 03BBy’) =03BBvd a2( y, y’).
This law is consistent with the 8-expansion,
and it suggests a way tointerpret
thelogarithms
inequation (3.32).
Thus one formequivalent
to(3.32) in 0(8) is
We stress that this is
just
a convenient guess; to construct the functional form ofa2(Y, y’) uniquely
we needadditional information
beyond scaling
and thes-expansion.
Note, however, that thes-expansion
is notcompati-
ble with the form [11]
a2(Y’ Y’) - (yV
+y,v)d
which treats theinteracting polymers
as hardspheres.
Using
the form (3. 36) we have evaluated A2 for the Schultz-distributions(2. 2).
Thisyields
As function of the ratio of the
weight
average to the number average molecularweight M,/Mn
= 1 +1/6, A2(Q) interpolates essentially linearly
between the valuesA2(00)
= 1.30 Ao for themonodisperse
ensemble andA2(1)
= 1.20Ao
for theexponential
distribution. The deviation ofA2(6)
from a linear decrease is less then 4%.
Obviously
the influenceof polydispersity
on A2 is not very strong. Whereas the absolute numbers forA2(03C3)
are subject to the uncertainties of the
e-expansion
the relative trend stays the same. For instance, based onequation
(3.32) A2(03C3)changes
from 1.35 Ao formonodisperse
to 1.27 Ao for a = 1.3.5 NUMERICAL EVALUATION. - We have evaluated tf(s,) numerically for d = 3 for the monodisperse
and the
exponential
ensemble. Infigure
3 we plot our resultsfor T(SR)/SR.
Asexpected
from ourprevious
discussionthe
polydispersity dependence
of T is weak. It islargest
for smalloverlap.
In the sameplot
we havegiven
theasymptotic
behaviour - s1/(vd-1) to show that the calculated curvegives
a smoothinterpolation
betweenlarge
and small
overlap
limits.Fig. 3. - First order results for S(SR)ISR as function of sR. Results
are given for the monodisperse ensemble (full line) and the exponen- tial distribution (dotted line). Also indicated is the asymptotic
behaviour (broken line).
4. Second order calculation for the
equilibrium
ensemble. - Theequation
of state of a n-componentLandau-Ginzburg
model connects themagnetization
M to themagnetic
field H and the temperature t. The renormalization grouppredicts
thescaling
formwhere t, M, H are renormalized quantities measured in units of some fixed momentum x and t = 0 is the critical temperature. The
s-expansion
off (x)
has been calculated to second order[12].
In reference[5]
a parameter-representation
of the equation of state has been derived which included the influence of the Goldstone modes :Here G is the Goldstone-mode term
The calculation of reference
[5]
is of second order in the Goldstone-mode terms, but it omits D(w) and theO(03B52)
contributions to C1, c2.Comparing
the e-expansion of the parameter representation, to theO(03B52)
results for f (x) we have been able to determine D(w) and the0(E2)
contribution to c2.A0 (g 2)
change ofci can be absorbedinto the scale parameter a
(Eq. (4.2)),
and therefore this coefficient cannot be determinedunambiguously
in asecond order calculation. Our results for
D(w)
and the ci arepresented
in theappendix.
Using
the knownscaling
behaviour of r(t, M ) we can define ascaling
function03C8(w)
asThe relation H =
or/aM implies
a differentialequation relating
h(w) to03C8(w)
with the formal solution
The evaluation of this
integral
is not trivial sinceh(w)
vanishesalong
the line t = 0, M ~ 0(compare Eq. (4. 3)) corresponding
to w = wo. The absence of asingularity
in03C8(w)
at w = wo serves as aboundary
condition in theintegration.
A somewhatlengthy
and tedious calculation reveals that03C8(w)
has a formquite
similar to h(w).We find
The
coefficients bi
and the function R(w) areagain given
in theappendix. R(w)
has nosimple explicit
form,but we can
give
anadequate
andsimple approximate parametrization.
The concentration cp in the present formulation is determined from
equations
(2.4) and (4.2)The monomer concentration cl is
given by equations
From these