phase transition of a quasi-one-dimensional system

5
Phase transition of a quasi-one-dimensional system Su-Long Nyeo and I-Ching Yang Department of Physics, National Cheng Kung University, Tainan, Taiwan 701, Republic of China ~Received 8 September 2000; published 28 March 2001! The statistical mechanics of the quasi-one-dimensional system of DNA is studied with the Morse and Deng-Fan potentials for the interstrand hydrogen bonds of nucleotide pairs. The intrastrand interactions be- tween nucleotides are characterized by a simple harmonic potential in which the coupling strength has a significant effect on the phase transition of the DNA system. DOI: 10.1103/PhysRevE.63.046109 PACS number~s!: 64.60.2i, 87.15.2v, 03.65.Ge I. INTRODUCTION Phase transitions are fascinating physical phenomena of systems that undergo structural changes due to changes in the degrees of freedom or symmetry. To describe the phe- nomena, it is advantageous to consider exactly solvable mod- els with the underlying mechanisms as approximations, such that corrections to the models may then be made to account for any experimental discrepancies. In this paper, we shall study the denaturation of the quasi- one-dimensional system of the DNA double helix with two exactly solvable potentials. The two DNA strands are held together by double and triple hydrogen bonds depending on the types of nucleotide base pairs in the strands. For simplic- ity, we shall consider an average interaction strength be- tween the strands. As an application, we may consider poly( A -T )-poly( A -T ) DNA. The intrastrand interactions are of the covalent type and are much stronger than the hydrogen bonds. In this sense, the DNA helix forms a quasi-one- dimensional structure. The subject of the denaturation of DNA has had a long history @1#, with theoretical studies based on the Ising model, in which each base pair is assumed to be either open ~bro- ken! or intact. A more sophisticated approach is the lattice dynamical theory, which is based on the modified self- consistent phonon approach introduced in 1984 @2# with the real configurations of DNA molecules given by experiment, and assumed harmonic potentials for the nonhydrogen bonds and Morse potentials for the hydrogen bonds. However, for tractable calculations, a linear lattice dynamical theory has generally been considered with Morse potentials replaced by harmonic ones. It is well known that a useful DNA model must be non- linear in nature. The introduction of the idea of nonlinear excitations with soliton theories @3# suggested a plausible explanation of the open states of DNA. In these theories, statistical mechanics was not considered and the results do not represent the thermal denaturation of DNA. The Peyrard and Bishop ~PB! model was introduced in 1989 @4# to take into account the thermal effect. It consists of two sets of degrees of freedom ( u n and v n ) corresponding to the trans- verse displacements of the bases, i.e., displacements along the direction of the hydrogen bonds connecting the two bases in a pair. Harmonic coupling is assumed for the neighboring bases along the strands with a common coupling constant k and mass M for each base. In the PB model, the Morse po- tential @5# is used for the interstrand hydrogen bonds. Many subsequent studies @6,7# of the denaturation of DNA have been based on this model. In the following sections, we shall study the Morse poten- tial and the Deng-Fan potential @8# for the interstrand hydro- gen bonds by calculating the delocalization or melting tem- peratures and the interstrand quantities as a function of temperature. The effects of the intrastrand interactions on the interstrand quantities will be mentioned. II. QUASI-ONE-DIMENSIONAL SYSTEM OF DNA Let x n 5( u n 1v n )/ A 2 and y n 5( u n 2v n )/ A 2, the inter- strand separation of the base pair being A 2 y n . We shall assume that the DNA helix consists of N nucleotide base pairs. The Hamiltonian for the system has the form H 5 ( n 51 N H p n 2 2 M 1 q n 2 2 M J 1H 8 ~ x n , x n 21 ! 1 f ~ y n , y n 21 ! , ~1! where H 8 ~ x n , x n 21 ! 5 ( n 51 N 1 2 k ~ x n 2x n 21 ! 2 , f ~ y n , y n 21 ! 5 ( n 51 N H 1 2 k ~ y n 2 y n 21 ! 2 1V ~ y n ! J , ~2! p n 5 Mx ˙ n and q n 5 My ˙ n are the canonical momenta, and V ( y n ) is the interstrand potential for the hydrogen bonds between nucleotide pairs. The statistical mechanics of the model is described by the partition function ( b 51/k B T ) Z5 E 21) n 51 N dx n dy n dp n dq n e 2bH( p n , x n , q n y n ) [Z x Z y Z p Z q , ~3! where k B is Boltzmann’s constant. We have imposed peri- odic boundary conditions on the variables. The integrals of the variables p n , q n , x n are of Gaussian type and give Z p 5Z q 5~ 2 p Mk B T ! N/2 , Z x 5~ 2 p k B T / k ! N/2 . ~4! The remaining configurational partition function Z y involves the nonlinear interstrand potential, PHYSICAL REVIEW E, VOLUME 63, 046109 1063-651X/2001/63~4!/046109~5!/$20.00 ©2001 The American Physical Society 63 046109-1

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Page 1: Phase transition of a quasi-one-dimensional system

PHYSICAL REVIEW E, VOLUME 63, 046109

Phase transition of a quasi-one-dimensional system

Su-Long Nyeo and I-Ching YangDepartment of Physics, National Cheng Kung University, Tainan, Taiwan 701, Republic of China

~Received 8 September 2000; published 28 March 2001!

The statistical mechanics of the quasi-one-dimensional system of DNA is studied with the Morse andDeng-Fan potentials for the interstrand hydrogen bonds of nucleotide pairs. The intrastrand interactions be-tween nucleotides are characterized by a simple harmonic potential in which the coupling strength has asignificant effect on the phase transition of the DNA system.

DOI: 10.1103/PhysRevE.63.046109 PACS number~s!: 64.60.2i, 87.15.2v, 03.65.Ge

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I. INTRODUCTION

Phase transitions are fascinating physical phenomensystems that undergo structural changes due to changthe degrees of freedom or symmetry. To describe the pnomena, it is advantageous to consider exactly solvable mels with the underlying mechanisms as approximations, sthat corrections to the models may then be made to accfor any experimental discrepancies.

In this paper, we shall study the denaturation of the quone-dimensional system of the DNA double helix with twexactly solvable potentials. The two DNA strands are htogether by double and triple hydrogen bonds dependingthe types of nucleotide base pairs in the strands. For simpity, we shall consider an average interaction strengthtween the strands. As an application, we may conspoly(A-T)-poly(A-T) DNA. The intrastrand interactions arof the covalent type and are much stronger than the hydrobonds. In this sense, the DNA helix forms a quasi-odimensional structure.

The subject of the denaturation of DNA has had a lohistory@1#, with theoretical studies based on the Ising modin which each base pair is assumed to be either open~bro-ken! or intact. A more sophisticated approach is the lattdynamical theory, which is based on the modified seconsistent phonon approach introduced in 1984@2# with thereal configurations of DNA molecules given by experimeand assumed harmonic potentials for the nonhydrogen boand Morse potentials for the hydrogen bonds. However,tractable calculations, a linear lattice dynamical theorygenerally been considered with Morse potentials replacedharmonic ones.

It is well known that a useful DNA model must be nolinear in nature. The introduction of the idea of nonlineexcitations with soliton theories@3# suggested a plausiblexplanation of the open states of DNA. In these theorstatistical mechanics was not considered and the resultnot represent the thermal denaturation of DNA. The Peyrand Bishop~PB! model was introduced in 1989@4# to takeinto account the thermal effect. It consists of two setsdegrees of freedom (un andvn) corresponding to the transverse displacements of the bases, i.e., displacements athe direction of the hydrogen bonds connecting the two bain a pair. Harmonic coupling is assumed for the neighborbases along the strands with a common coupling constakand massM for each base. In the PB model, the Morse p

1063-651X/2001/63~4!/046109~5!/$20.00 63 0461

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tential @5# is used for the interstrand hydrogen bonds. Masubsequent studies@6,7# of the denaturation of DNA havebeen based on this model.

In the following sections, we shall study the Morse potetial and the Deng-Fan potential@8# for the interstrand hydro-gen bonds by calculating the delocalization or melting teperatures and the interstrand quantities as a functiontemperature. The effects of the intrastrand interactions oninterstrand quantities will be mentioned.

II. QUASI-ONE-DIMENSIONAL SYSTEM OF DNA

Let xn5(un1vn)/A2 and yn5(un2vn)/A2, the inter-strand separation of the base pair beingA2yn . We shallassume that the DNA helix consists ofN nucleotide basepairs. The Hamiltonian for the system has the form

H5 (n51

N H pn2

2M1

qn2

2M J 1H8~xn ,xn21!1 f ~yn ,yn21!,

~1!

where

H8~xn ,xn21!5 (n51

N1

2k~xn2xn21!2,

f ~yn ,yn21!5 (n51

N H 1

2k~yn2yn21!21V~yn!J , ~2!

pn5Mxn and qn5Myn are the canonical momenta, anV(yn) is the interstrand potential for the hydrogen bonbetween nucleotide pairs. The statistical mechanics ofmodel is described by the partition function (b51/kBT)

Z5E2`

1`

)n51

N

dxndyndpndqne2bH(pn ,xn ,qnyn)[ZxZyZpZq ,

~3!

wherekB is Boltzmann’s constant. We have imposed peodic boundary conditions on the variables. The integralsthe variablespn ,qn ,xn are of Gaussian type and give

Zp5Zq5~2pMkBT!N/2, Zx5~2pkBT/k!N/2. ~4!

The remaining configurational partition functionZy involvesthe nonlinear interstrand potential,

©2001 The American Physical Society09-1

Page 2: Phase transition of a quasi-one-dimensional system

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SU-LONG NYEO AND I-CHING YANG PHYSICAL REVIEW E63 046109

Zy5E2`

1`

)n51

N

dyne2b f (yn ,yn21), ~5!

which can be evaluated by using the transfer-integral met@9# with each integral being defined by

E dyn21e2b f (yn ,yn21)w~yn21!5e2be iw~yn!. ~6!

By expandingw(yn21) in Eq. ~6! aboutyn , we are led, inthe continuum limit, to the following Schro¨dinger-type equa-tion:

21

2b2k

d2w i~y!

dy21Ueff~y,b!w i~y!

5e iw i~y!, i 50,1,2, . . . , ~7!

where w i is an eigenfunction with corresponding eigeneergy e i , andUeff(y,b) is a temperature-dependent effectipotential,

Ueff~y,b!5V~y!11

2blnS bk

2p D . ~8!

The Schro¨dinger equation is dependent on the harmonic cpling constantk which defines the intrastrand nucleotide iteractions. The solvability of Eq.~7! depends on the interstrand potentialV(y), for which we shall consider the Morsand Deng-Fan potentials. Equation~7! also has an effectivemassMeff[b2k\2 (\ is Planck’s constant!. As Meff→`,one expects that the system should be in the condephase; this happens whenT→0 or k→`. For the DNA sys-tem to be in the condensed phase, we require thatT,Td ,whereTd is the delocalization or melting temperature, andk→` the system exhibits only the condensed phase forfinite temperatures.

The phase transition of the DNA system is characteriby the detachment of the two strands. Hence a measurethe transition can be defined by the average

^ym&5

(n50

N

^wn~y!uymuwn~y!&e2Nben

(n50

N

^wn~y!uwn~y!&e2Nben

, ~9!

where m is a positive integer. The first-order average (m51) gives the mean stretchingA2^y& of the hydrogen bondsas a function of temperature, while the second-order ave(m52) gives the variance of the separation of the tstrands and provides a simple measure for the differencetween the two potentials.

We expect that the mean stretchingA2^y& and higher-order quantities ym& (m52,3, . . . ) increase with temperature and diverge whenT5Td . Since we are interested in ththermodynamic limit (N→`), the dominant contribution

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comes from the ground statew0(y) below the melting tem-perature. For the purpose of comparison, we shall calcuthe first two orders

^ym&5E w02~y!ymdy, m51,2, ~10!

for the Morse and Deng-Fan potentials.

A. The Morse potential

We first consider the Morse potential for the interstrabase pairs

V~un2vn!5D@e2a(un2vn2r e)21#2,

2`,un , vn,`, ~11!

where we shall use the values for the parametersD and afrom @4#, D50.33 eV,a51.8 Å21, and the following val-ues for the coupling constantk: ~a! 231023 eV/Å2, ~b! 331023 eV/Å2, ~c! 431023 eV/Å2. The constant r e51.1 Å denotes the equilibrium separation of the bapairs. This potential is plotted in Fig. 1 withk5331023 eV/Å2.

We definexn5(un1vn)/A2 and yn5(un2vn)/A2, andlet (A2yn2r e)5A2r . Then the Schro¨dinger equation~7! hasthe effective potential

FIG. 1. The Morse potentialVM(y) and the Deng-Fan potentiaVDF(y) are plotted with D50.33 eV, a51.8 Å21, k5331023 eV/Å2, and r e51.1 Å. The inset shows that the Morspotential remains finite for unphysical negative values ofy.

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PHASE TRANSITION OF A QUASI-ONE-DIMENSIONAL . . . PHYSICAL REVIEW E 63 046109

Ueff~r ,b!5D@eA2ar21#211

2blnS bk

2p D . ~12!

Equation~7! with this effective potential can be solved eactly and has eigenfunctions and eigenenergies as foll@4,10#:

wn5Nne2j/2jsF~2n,2s11,j!, n50,1,2, . . . , ~13!

en51

2blnS bk

2p D12a

bAD

k S n11

2D2a2

b2kS n1

1

2D 2

,

~14!

where

Nn5F 2A2as

n!G~2s1n11!G1/2

~2s1n!!

~2s!!~15!

is the normalization constant,j52de2A2ar, d5(b/a)AkD,s5d2n2 1

2 , and

F~2n,2s11,j!511~2n!j

2s111

~2n!~2n11!

~2s11!~2s12!

j2

2!1•••

1~2n!~2n11!•••1

~2s11!~2s12!•••~2s111n!

3jn

n!1•••. ~16!

The existence of bound states requires that the parametesbepositive. Then the number of bound statesn must take onlypositive integral values from zero to the greatest valuewhich d.n11/2. The temperature for the existence of tnth bound state is defined by

T,2AkD

~2n11!akB5Td

(n) , n50,1,2, . . . , ~17!

whereTd(n) denotes the melting temperature of thenth state.

The melting temperaturesTd(n) (n50,1,2) are listed in Table

I with the valuesD50.33 eV, a51.8 Å21, and three val-ues fork. The melting temperature of the ground state is vmuch higher than for the excited states, which therefore pno significant role in the determination of the interstra

TABLE I. Melting temperaturesTd(n) (n50,1,2) of DNA with

D50.33 eV,a51.8 Å21 and three values fork.

k(eV/Å2)Potential 231023 331023 431023

Morse Td(0) ~K! 331.25 405.70 468.46

Td(1) ~K! 110.42 135.23 156.15

Td(2) ~K! 66.25 81.14 93.69

Deng-Fan Td(0) ~K! 288.27 353.06 407.68

Td(1) ~K! 97.02 118.83 137.21

Td(2) ~K! 59.67 73.09 84.39

04610

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separation. In the thermodynamic limit, the ground stdominates with the normalized eigenfunction

w0~r !5~A2a!1/2~2d!d21/2

@G~2d21!#1/2exp~2de2A2ar!

3expF2S d21

2DA2arG ~18!

and eigenenergy

e051

2blnS bk

2p D1a

b S D

k D 1/2

2a2

4b2k. ~19!

The ground state wave function is plotted in Fig. 2 withk5331023 eV/Å2 and for the temperatures 200, 300, a350 K.

The averagesy& and ^y2& as a function of temperaturare calculated by

^ym&5E2`

1`

w02~y!ymdy,m51,2, ~20!

wherey5r 1r e /A2. The results are plotted, respectively,Figs. 3 and 4 fork5231023, k5331023, and andk5431023 eV/Å2.

FIG. 2. The ground state eigenfunctions in the Morse poten~MP! and the Deng-Fan potential~DFP! are plotted withk5331023 eV/Å2 and for several temperatures.

FIG. 3. The averagey& of the ground state in the Morse anDeng-Fan potentials is plotted as a function of temperature for thvalues ofk.

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Page 4: Phase transition of a quasi-one-dimensional system

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SU-LONG NYEO AND I-CHING YANG PHYSICAL REVIEW E63 046109

B. The Deng-Fan potential

We next consider the Deng-Fan~DF! or generalizedMorse potential@8#

V~un2vn!5DF12b

ea(un2vn)21G 2

, 0,un2vn,`,

~21!

whereb5eare21, andD, a, andr e are constants as definein the Morse potential. Unlike the Morse potential, the Dpotential is defined only for positive values ofyn5un2vn .As plotted in Fig. 1, the DF potential has a slightly hardcore and a narrower potential well than the Morse potenWe expect a harder core to give a lower delocalization teperature, since the ground state in the DF potential willpushed more to positive separation than that in the Mopotential. This difference can be seen in Fig. 2.

The Schro¨dinger equation has the effective potential

Ueff~y,b!5DF12b

eA2ay21G 2

11

2blnS bk

2p D . ~22!

Let

r 51/~eA2ay21!,

m5kb2D/a2,

l 5~11A114mb2!/2,

an5@mb~b12!/~n1l !2~n1l !#/2

andbn5an1n1l .

The wave functions and energies, respectively, read@11#

wn~r !5Nnr an~11r !2bn2F1

3~2n,2n1122l ;2an11;2r !, ~23!

en5s01D2a2an

2

kb2, n50,1,2, . . . , ~24!

where

FIG. 4. The averagey2& of the ground state in the Morse anDeng-Fan potentials is plotted as a function of temperature for thvalues ofk.

04610

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ee

Nn5FA2a~an1n1l !G~2an1n11!G~2an1n12l !

n! ~n1l !G~2an!G~2an11!G~n12l !G1/2

is the normalization constant and

2F1~a,b;c;r !5 (n50

`~a!n~b!n

~c!n

r n

n!, ~a!n5

~a1n21!!

~a21!!,

~25!

is the hypergeometric function. For bound states, we mhave integral valuesn such thatn,Amb(b12)2l , whichgives

l >1

4~b1212nb!1

1

4Ab~b12!~2n11!212b14[l 1 .

Thus, for thenth bound state, we must have a temperatsuch that

T,AkD

akB

b

Al 1~ l 121![Td

(n) , ~26!

whereTd(n) denotes the melting temperature of thenth state.

For the first three states, the temperaturesTd(n) (n50,1,2) are

tabulated in Table I.In the thermodynamic limit, we need to consider only t

ground state with eigenfunction and eigenenergy

w0~r !5N0r a0~11r !2b0, e051

2blnS bk

2p D1D2a2a0

2

kb2,

~27!

where

N05F A2ab0G~2b0!

l G~2a0!G~2l !G1/2

, a051

2 Fmb~b12!

l2l G ,

b05a01l . ~28!

To describe the state of DNA below the melting temperatuthe ground state is used to calculate the averages

^ym&5E0

1`

w02~y!ymdy, m51,2,

where y5 ln(111/r )/A2a. These averages are plottedFigs. 3 and 4 as a function of temperature fork5231023,k5331023, andk5431023 eV/Å2.

III. CONCLUSIONS

The main physical property of the phase transition inquasi-one-dimensional system of DNA is characterizedthe detachment of the DNA strands. Thus, we have calated the ground state wave functions and the interstrquantities^y& and ^y2& as a function of temperature.

The ground state eigenfunctions are plotted in Fig. 2several temperatures. At low temperatures, the peaks ofground states are centered at about the equilibrium sep

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Page 5: Phase transition of a quasi-one-dimensional system

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PHASE TRANSITION OF A QUASI-ONE-DIMENSIONAL . . . PHYSICAL REVIEW E 63 046109

tion r e51.1 Å. As the temperature increases, the groustate wave functions become less localized, and the wfunction in the DP potential delocalizes before that in tMorse potential.

Table I indicates that for the same melting temperatursmaller k is needed for the Morse potential than for tDeng-Fan potential. In particular,k5331023 eV/Å2 forthe Morse potential givesTd5405.70 K, while k5431023 eV/Å2 for the Deng-Fan potential givesTd5407.68 K. This feature is also reflected in Figs. 3 andwhere the Morse potential withk5331023 eV/Å2 givesabout the same physical aspects as the DF potential wik5431023 eV/Å2. Therefore, a stronger intrastrand copling is needed for the DF potential.

The melting temperatureTd is seen to behave asTd}Ak.Thus, if the coupling strength of the covalent bonds alongDNA strands increases indefinitely, one of the two dimesions freezes out and the system becomes one dimensiIn essence, this corresponds to an infinite effective massMeffin the Scho¨dinger equation, and we expect no denaturatiThus, the transition depends on the intrastrand dimensalthough the detachment of the strands occurs in the instrand dimension.

We mention that other solvable potentials that exh

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thermal denaturation can be considered. For example, in@12#a potential based on the superalgebra formalism was studthis potential has a very different form from the potentiastudied here. All exactly solvable potentials provide only aproximations to the real DNA system. A comparative stuof solvable potentials should provide useful understandingthe dynamics of DNA.

Finally, we note that in order to account for other effecsuch as the stacking energy between two neighboring bpairs, a modified model with an anharmanic potentialnonhydrogen bonds has been considered in conjunctionthe Morse potential@6,7#. However, solving this system requires numerical methods, and the determination of allparameters in the model for comparing the theory withperiments is still outstanding. Also, a more useful modshould include the effect of the heterogeneous sequecomposition of DNA@13#.

ACKNOWLEDGMENT

This research was supported by the National ScieCouncil of the Republic of China under Contract No. NS89-2112-M-006-030.

.

s.

-

. A

@1# B.H. Zimm and J.K. Bragg, J. Chem. Phys.31, 526 ~1959!;N.S. Goel and E.W. Montroll, Biopolymers6, 731 ~1968!; D.Poland and H.A. Scheraga,Theory of Helix-Coil Transitions inBiopolymers~Academic Press, New York, 1970!; R.M. War-tell and A.S. Benight, Phys. Rep.126, 67 ~1985!.

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