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Dynamical Symmetry Method Investigates the Dissipation and Decoherence of the two-level Jaynes–Cummings Model

Qin-Sheng Zhua, Wei Laib, and Da-Lin Wub

aDepartment of Applied Physics, University of Electronic Science and Technology of China, Chengdu 610054, China

bExperimental Middle School of Chengdu Economic & Technology Development Zone, Chengdu 610054, China

Reprint requests to Z. Q.-S.; E-mail:zhuqinsheng@gmail.com Z. Naturforsch.67a,559 – 566 (2012) / DOI: 10.5560/ZNA.2012-0058

Received January 10, 2012 / revised May 17, 2012 / published online August 20, 2012

Based on the quantum master equation which describes the dynamical evolution of a two-level atom interacting with one mode of the quantized photon field in a cavity, we have investigated the systemic dissipative and decoherence properties by use of the development algebraic dynamic method for the automatic and non-automatic condition. Furthermore, using the exact solution of the quantum master equation, we have investigated the asymptotic behaviours of the system.

Key words:Algebraic Dynamics; Master Equation; Jaynes–Cummings Model.

PACS numbers:03.65.Fd; 03.65.Yz; 42.50.Lc

1. Introduction

The Jaynes–Cummings (JC) model [1] is the funda- mental model for the quantum description of the one- photon exchange process between the two-level atom and the mono-mode quantum radiation field in the rotating-wave approximation (RWA). This model has been extensively studied in the past three decades [2, 3]. Based on this model, many purely quantum ef- fects have been predicted, such as Rabi oscillations and collapses and revivals of the atomic inversion opera- tor, have been observed in the experiments both with micro-cavities [4,5] and with trapped ion systems [6].

However, for a realistic description about the JC sys- tems in cavity quantum electrodynamics, it must be taken into account the dissipation of the cavity losses and incoherent decay mechanisms for an atom. These processes have been described by a master equation of the structure in the interaction picture [7]:

∂ ρI

t =LˆaρI+LˆσρI, (1) whereρIdenotes the density matrix of the atom–cavity system (put}=1).

The operator ˆLadescribes the coupling of the field to a thermal reservoir at a temperatureT:

LˆaρI=−A

2(ν+1)[aIIaa−2aρIa]

A

2ν[aaρIIaa−2aρIa]

(2)

with constantsA,ν ≥0; it describes the coupling of the field to a thermal reservoir at a temperature which corresponds to a mean numberνof thermal photons in the cavity or a laser.

The operator ˆLσ describes incoherent pumping and decay processes of the atom at a temperatureT: LˆσρI=−B

8(1−s1)[σˆ+σˆρIIσˆ+σˆ−2 ˆσρIσˆ+]

B

8s1[σˆσˆ+ρIIσˆσˆ+−2 ˆσ+ρIσˆ]

−2C−B

8 [σˆz,[σˆzI]]

(3)

with constants 2C≥B≥0 and 0≤s1≤1; it models incoherent pumping and decay processes of the atom.

Using the relationρ ≡exp[−i ˆHJCt]ρIexp[i ˆHJCt], we can obtain the density matrix of the Schr¨odinger pic- ture [8] (the ˆHJC is the Jaynes–Cummings Hamilto- nian).

© 2012 Verlag der Zeitschrift f¨ur Naturforschung, T¨ubingen·http://znaturforsch.com

(2)

In our present work, by analyzing the quantum mas- ter equation, we found that the common characteris- tic of this equation is the existence of sandwich terms of the Liouville operators. This sandwich structure of the quantum master equation is treated by the so-called thermal Lie algebra [9–15] in thermal field theory.

Based on dynamical algebraic structures of the mas- ter equations, we have solved the equations by use of a novel algebraic dynamical method [12–15]. This novel algebraic dynamical method is just a general- ization [16–18] and development of the algebraic dy- namical method and extends the algebraic dynamical method from quantum mechanical systems to quan- tum statistical systems. Using the adjoint representa- tion of the dynamical algebraic, namely the right and left representations [16–18], we can find the Lie alge- bra structure of the master equation and treat it, such as the sympathetic cooling of the Bose–Einstein conden- sate system in the mean field approximation [19], the dissipative two-level system [20], and so on [21,22].

In this paper, we apply this novel algebraic dynam- ical method to solve the quantum master equation which describes the dynamical evolution of a two- level atom interacting with one mode of the quantized photon field in a cavity, and to study the dissipative and decoherence properties for the non-autonomous case.

This paper is organized as follows: In Section2, by introducing the new composite algebras, we found theSU(1,1)⊕SU(2)⊕U(1)algebraic structure of the master equation which is constructed from the right and left adjoint representations. In Section3, using the algebraic dynamical method, we resolved the quan- tum master equation for the autonomous and the non- autonomous case. In Section4, we analyzed the dis- sipation and decoherence of the system by use of the analytic solution of the quantum master equation. Con- clusions are given in the final section.

2. The Algebraic Structure and Dynamical Symmetry of the Master Equation

Following the idea of [16–19], we introduce the right and left algebras and define the density matrix ρIas a super vector in the von Neumann space:

ρI=

n,n0,s,s0

As,sn,n00|n,si s0,n0

, (4)

where|n,si=|ni |si, withs=±1, indicates the tensor product of the Fock state|ni and the state |siof the two-level atom.

The operatorsa(σˆ+)anda(σˆ)can operate on the right ket state |ni(|si) and the left ket state hn|(hs|), which form the right and left representations of the (4)(SU(2))algebra as follow:

hω(4)R={nr=ar†ar,ar†,ar,1}, hω(4)L={nl=al†al,al†,al,1}, SU(2)R={σˆzr,σˆ+r,σˆr}, SU(2)L={σˆzl,σˆ+l,σˆl}.

(5)

They satisfy the commutation rules respectively as fol- lows:

(4)R:[nrar†] =ar†,[nr,ar] =−ar,[ar,ar†] =1, (4)L:[nl,al†] =−al†,[nl,al] =al,[al,al†] =−1, SU(2)R:[σˆzr,σˆ±r] =±2 ˆσ±r,[σˆ+r,σˆr] =σˆzr,

SU(2)L:[σˆzl,σˆ±l] =∓2 ˆσ±l,[σˆ+l,σˆl] =−σˆzl.

(6)

From the group theory, we know: (i) (4)Ris iso- morphic tohω(4), whilehω(4)Lis anti-isomorphic to (4). Because hω(4)R and(4)L operate on dif- ferent spaces (the right ket state |niand the left ket statehn|), they commute each other. (ii)SU(2)Ris iso- morphic to SU(2), while SU(2)L is anti-isomorphic to SU(2). Because SU(2)R and SU(2)L operate on different spaces (the right ket state |si and the left ket statehs|), they commute each other. (iii) Because (4)R(hω(4)L)andSU(2)R(SU(2)L)operate on the spaces of the Fock state (|niandhn|) and the state of the two-level atom (|siandhs|), respectively, they com- mute each other:

[hω(4)R,hω(4)L] =0, [SU(2)R,SU(2)L] =0, [hω(4)R,SU(2)R] =0, [hω(4)L,SU(2)R] =0, [hω(4)R,SU(2)L] =0, [hω(4)L,SU(2)L] =0.

(7)

Using the left and right algebras in (5), we can con- struct the composite algebras as

SU(1,1):

Kˆ0=(nr+nl)

2 ,Kˆ+=ar†al,Kˆ=aral†, SU(2):

Jˆ0=σˆzr+σˆzl

2 ,Jˆ+=σˆ+rσˆl,Jˆ=σˆrσˆ+l , U(1):

Uˆ0=σˆzr−σˆzl

2 .

(8)

(3)

According to (6) – (8), it is easy to obtain the following commutation relations:

[Kˆ0,Kˆ±] =±Kˆ±, [Kˆ+,Kˆ] =2 ˆK0, [Kˆi,Jˆj] =0 (i,j=0,±),

[Kˆi,Uˆ0] =0 (i=0,±),

[Jˆ0,Jˆ±] =±2 ˆJ±, [Jˆ+,Jˆ] =Jˆ0, [Uˆ0,Jˆi] =0 (i∈(0,1,±)).

(9)

The action of the composite algebras on the bases of von Neumann space is

Kˆ0|n,si hs0,n0|=(n+n0+1) 2 |n,si

s0,n0 , Kˆ+|n,si hs0,n0|=p

(n+1)(n0+1)|n,si hs0,n0+1|, Kˆ|n,si hs0,n0|=√

nn0|n,si hs0,n0−1|, Jˆ0|n,si hs0,n0|=s+s0

2 |n,si s0,n0

,

Jˆ+|n,si hs0,n0|=δs+1,0δs0+1,0|n,si hs0+2,n0|, Jˆ|n,si hs0,n0|=δs−1,0δs0−1,0|n,si hs0−2,n0|, Uˆ0|n,si

s0,n0

=ss0 2 |n,si

s0,n0

, (10) wheresands0are equal to−1 or+1.

Noticing the identities σˆ+σˆ=1+σˆz

2 , σˆσˆ+=1−σˆz

2 , (11)

and the composite algebra equation (8), the quantum master equation can be rewritten as

∂ ρI

t =Γ ρˆ I, (12)

where ˆΓ is the rate operator Γˆ=

AνKˆ++A(ν+1)KˆA(2ν+1)Kˆ0+A 2

+ B

4s1Jˆ++B

4(1−s1)JˆB

8(1−2s1)Jˆ0B 8

−2C−B 2

Uˆ02. (13)

In (12), the rate operator ˆΓ plays the role of the Hamil- tonian, and the reduced density matrix ρI plays the role of the wave function. Because the rate operator Γˆ has SU(1,1)SU(2)U(1) dynamical symme- try, it can be solved by use of the algebraic dynamics method [12–15].

3. The Exact Solution of the Quantum Master Equation

3.1. The Eigensolutions of the Autonomous Case In order to better study the prosperities of the non- autonomous quantum master equation, we firstly study the autonomous case, namelyA,ν,B,s, andCare not dependent on time.

Equation (12) can be solved by use of a gauge trans- formation

Uˆ =exp[χ+Kˆ+]exp[χKˆ]exp[α+Jˆ+]

·exp[αJˆ],

Uˆ−1=exp[−χKˆ]exp[−χ+Kˆ+]exp[−αJˆ]

·exp[−α+Jˆ+],

(14)

where χ± and α± are parameters and time- independent. After some calculations, (14) can be rewritten as the following eigenequation:

Γˆ¯ρ¯I(n,n0,s,s0) =β(n,n0,s,s0)ρ¯I(n,n0,s,s0), (15) where

Γˆ¯=Uˆ−1ΓˆUˆ =

[2A(ν+1)χ+A(2ν+1)]Kˆ0+A 2

B

8 +2C−B 2 Uˆ02

+ B

4s1αB

4(1−s1)(α++2α)

B

8(1−2s1)(1+2α+α)

Jˆ0

ρI(n,n0,s,s0) =Uˆρ¯I(n,n0,s,s0).

(16)

β(n,n0,s,s0) and ρI(n,n0,s,s0) are the eigenvalues and eigenstates of the rate operator ˆΓ, respectively.

(n,n0,s,s0) label the eigenstates in the von Newman space. From (16), we know that the operator ˆ¯Γ is a combination of the commuting invariant operators Kˆ0, ˆU0, and ˆJ0.

The gauge transformation satisfy the following con- ditions:

+A(ν+1)χ+2A(2ν+1)χ+=0,

A(ν+1)(1−2χ+χ) +A(2ν+1)χ=0, (17) B

4s1B

4(1−s1+2B

4(1−2s1+=0,

B

4s1α2+B

4(1−s1)(α+α+1)2 +B

4(1−2s1)(α+α2) =0.

(18)

(4)

Using (12), (15), (17), and (18), we can obtain four sets of solutions:

χ+= ν

ν+1, χ=−(ν+1), α+=−1, α=1−s1, β1(n,n0,s,s0) =−n+n0

2 A+B 8

s+s0 2

− (B

8 +2C−B 2

ss0 2

2)

;

(19a)

χ+= ν

ν+1, χ=−(ν+1), α+=1−ss1

1, α=−(1−s1), β2(n,n0,s,s0) =−n+n0

2 AB 8

s+s0 2

− (B

8 +2C−B 2

ss0 2

2)

;

(19b)

χ+=1, χ= (ν+1), α+=−1, α=1−s1, β3(n,n0,s,s0) =n+n0

2 A+A+B 8

s+s0 2

− (B

8 +2C−B 2

ss0 2

2)

;

(19c)

χ+=1, χ= (ν+1), α+= s1

1−s1

, α=−(1−s1), β2(n,n0,s,s0) =n+n0

2 A+A−B 8

s+s0 2

− (B

8 +2C−B 2

ss0 2

2) .

(19d)

Observing the above solutions, it is surprising that why four similarity gauge transformation lead to four sets of eigenvalues of the diagonalization of the same rate op- erator. The surprising results stem from the following two aspects:

(i) The solution (19c) and (19d) is unphysical be- cause it does not contain the zero eigenvalue corre- sponding to the stationary solution (the equilibrium state of the system) to ˆLaand the positive ofn+n20A+A make the solution divergent. On the other hand, the so- lution (19a) and (19b) is the needed physical solution because it has a unique state with the zero eigenvalue corresponding to the equilibrium state of ˆLa and the other nonzero−n+n20Aare all negative, which guaran- tee that the system approaches its equilibrium physical state irrespectively of its initial state.

(ii) For the solution (19a) and (19b), the surpris- ing results stem from the structure of the rate operator

Lˆσ: (a) It contains a vector (from the fifths to the sev- enth terms of (13)) in the linear space spanned by the SU(2)generators ( ˆJ+, ˆJ, and ˆJ0), and we can choose two gauge transformations to rotate this vector along the ˆJ0 and −Jˆ0 directions. (b) −B8 is a scalar in the SU(2)space and make the above diagonalzing trans- formations asymmetric.

However, as inAppendix Ashowed, after returning to the physical frame, the two sets of eigensolutions coincide.

3.2. The Eigensolutions of the Rate OperatorsΓˆin the Non-Autonomous Case

After obtaining the solutions of the autonomous quantum master equation, we can further study the so- lutions of the non-autonomous case, namelyA,ν,B,s, andCare dependent on time.

For (12), we also introduce the time-dependent gauge transformation

Uˆg=exp[χ+(t)Kˆ+]exp[χ(t)Kˆ]exp[α+(t)Jˆ+]

·exp[α(t)Jˆ],

Uˆg−1=exp[−χ(t)Kˆ]exp[−χ+(t)Kˆ+]

·exp[−α(t)Jˆ]exp[−α+(t)Jˆ+].

(20)

Under the gauge conditions dχ+(t)

dt =+A(ν+1)χ+2(t)−A(2ν+1)χ+(t), dχ(t)

dt =A(ν+1)(1−2χ+(t)χ(t)) +A(2ν+1)χ(t),

+(t)

dt=−B

4(1−s1)[α+(t) +1]

·

α+(t)− s1 1−s1

, dα(t)

dt=B

4(1−s1)[1+2α+(t)α(t)]

+B

4(1−2s1(t),

(21)

the transformed operator ˆΓ becomes simple and inte- gral:

∂ρ¯I

t =Γˆ¯ρ¯I,

(5)

Γˆ¯=Uˆg−1ΓUˆgUˆg−1d ˆUg dt

=

[λ(t)Kˆ0+A 2]

+

B

8(1−2s1)

2(1−s1)

(1−2s1+(t) +1

Jˆ0B 8

−2C−B 2

Uˆ02,

(22)

whereλ(t) =2A(ν+1)χ+(t)−A(2ν+1).

The equations (22) have the solution ρ¯I(t) =exp

Z t 0

Γˆ¯(τ)dτ

ρ¯(0). (23) Under the initial conditions χ±(0) =α±(0) =0 and ρ(0) =ρ(0) =¯ ∑nn0

ss0 pnnss00|n,si hs0,n0|, we obtain the so- lution

ρI(t) =Uˆgexp Z t

0

Γˆ¯(τ)dτ

ρ(0) (24)

=

nn0 ss0

pnnss00exp{φ(t)}Uˆg|in,s s0,n0

,

φ(t) = Z t

0

λ(τ)n+n0+1

2 +A

2

+

B

8(1−2s1)

2(1−s1)

(1−2s1+(τ) +1 s+s0

2 −B 8

−2C−B 2

ss0 2

2# dτ.

4. The Asymptotic Behaviour of the Analytic Solution for the Non-Autonomous Master Equation

Because the JC model plays an important role in the study of quantum information, our interest mainly fo- cuses on the asymptotically behaviour of the solutions and whether the solutions approaches the steady solu- tions or not.

Noticing (9), we can rewrite (24) as ρI(t) =

nn0 ss0

pnnss00ρnn

0

I (t)ρIss0(t), (25)

where ρnn

0

I (t) =η1exp[χ+(t)Kˆ+]exp[χ(t)Kˆ]|ni n0

,

ρss

0

I (t) =η2exp[α+(t)Jˆ+]exp[α(t)Jˆ]|si s0

, η1=exp

Z t

0

λ(τ)n+n0+1

2 +A

2

,

η2=exp Z t

0

B

8(1−2s1)

2(1−s1)

(1−2s1+(τ) +1

·s+s0 2 −B

8

−2C−B 2

ss0 2

2# dτ

) .

In order to investigate the asymptotically behaviours of the solutions, we can study the asymptotically be- haviour forρInn0(t)andρIss0(t), respectively.

Firstly, usingAppendix B, we obtained

ρnn

0

I (t) =exp[χ+(t)Kˆ+]exp

 1 2 Zt

0

dτ(λ(τ) +A)

·Re(t)n+n

0 2

n+n0 2

q=

n−n0 2

χ(t)−q

·

n(n−1). . .

q+nn0 2 +1

n0(n0−1). . .

·

qnn0 2 +1

12 n+n0

2 −q

! −1

·

q+n−n0

2 qnn0 2

,

(26)

and only ifn=n0 andq=0,ρInn0(t)does not vanish fort→∞. So we further obtained

ρnn

0

I (t)

t→∞→exp[ξKˆ+]exp

 1 2

Z

0

dτ(λ(τ) +A)

·Ren0δnn0|0i h0|=Cexp[ξKˆ+nn0|0i h0|. (27) Because trρI(t) and the mean value of the number operator remain finite for t → ∞, exp[12R0dτ(λ(τ) +A)] must be bounded and C= exp[12R0dτ(λ(τ) +A)]Ren0is a constant.

Secondly, for the asymptotically behaviour of ρss

0

I (t), we are only interested in the zero-mode eigen- solutions of ˆLσ, namely the parametersα+andαof the steady solutions obeying

+

dt =0, dα

dt =0. (28)

(6)

Using the results ofAppendix C, we obtained the fol- lowing results:

ρI1,−1(t)

t→∞=e{R0t[B82C−B2 ]}e+(t)Jˆ+]

·e(t)Jˆ]|1i h−1|=e{R0t[B82C−B2 ]} |1i h−1| →0, ρI−1,1(t)

t→∞=e{R0t[B82C−B2 ]}e+(t)Jˆ+]

·e(t)Jˆ]|−1i h1|=e{R0t[B82C−B2 ]} |−1i h1| →0, ρI1,1(t)

t→∞=e

nRt 0

n

B8(1−2s1)h2(1−s

1)

(1−2s1)α+(τ)+1i

B8o o

·e+(t)Jˆ+]e(t)Jˆ]|1i h1|

=e

nRt 0

nB8(1−2s1)h2(1−s

1) (1−2s1)α+(τ)+1i

B8o o

·[|1i h1|+α(t) (|i h−1|+α+(t)|1i h1|)]

→const×

|−1i h−1|+ s1

(1−s1)|1i h1|

,

ρI−1,−1(t) =e

nRt 0

nB

8(1−2s1)h2(1−s

1) (1−2s1)α+(τ)+1i

B8o o

·e+(t)Jˆ+]e(t)Jˆ]|i h−1|

=e

nRt 0

nB

8(1−2s1)h2(1−s

1)

(1−2s1)α+(τ)+1i

B8o o

·[|−1i h−1|+α+(t)|1i h1|]

→const×

|−1i h−1|+ s1

(1−s1)|1i h1|

.

(29)

In order to obtain above derivation, we used 2C ≥ B ≥ 0, 0 ≤ s1 ≤ 1 and noticed

e

Rt 0B

4(1−2s1)[1−2s1−s1

1α+(τ)+1−2ss1

1]dτ

|t→∞ →1, which can be proved by (21).

Finally, by use of (25), (27), and (29), we can ob- tain the asymptotically behaviour ofρI(t)for the time t→∞(together with pnnss, the constantCof (27), and the constant of (29), we denoted the product of these constants byDnnss)

ρI(t)|t→∞=

n,s

Dnnssexp[ξKˆ+](|0i h0|)

·

|−1i h−1| + s1

(1−s1)|1i h1|

.

(30)

Notice 0<ξ = ν(∞)

ν(∞)+1 <1, so we can expand the exp[ξKˆ+]under some precision.

The above solution indicates that: (i) For random initial condition and long time evolution,ρI(t)asymp- totically approaches the steady solutions and the non- diagonal elements ofρI(t)disappear. (ii) For some ini- tial condition, the entanglement state which is formed

by spin does not lose its coherence even for long time evolution.

5. Conclusion

In this paper, we investigated dissipative and de- coherence properties of a two-level atom interacting with one mode of the quantized photon field in a cav- ity and proved the integrability of the non-autonomous quantum master equation of this system. We did not only find the dynamicalSU(1,1)⊕SU(2)U(1)al- gebraic structure of the quantum master equation by use of left and right algebras, but also obtained the exact solutions of the quantum master equation for the autonomous and the non-autonomous case by use of the algebraic dynamical method. Finally, for the non-autonomous case, the dissipative and decoherence properties of the system are investigated under the long time evolvement which is related to the quantum infor- mation, and found the solutions of the non-autonomous quantum master equation asymptotically approaching the steady solutions for a random initial condition. Be- cause the master equation plays an important role for the investigation of dissipative and decoherence prob- lems and have some dynamical algebraic structure, this method [12,17–22] is a useful tool to treat dis- sipative and decoherence problems in quantum statis- tical physics. The results of this paper may be practi- cally useful for the analysis of the decoherence of two- level atom systems and the study of quantum informa- tion.

Appendix A

In this appendix, we prove that the solution (19a) and (19b) coincide under the physical frame.

Using (9) and (10), we can obtain the eigensolutions of the rate operator by use of (16):

ρI(n,n0,s,s0) =Uˆρ¯I(n,n0,s,s0) =ρI(n,n0I(s,s0);

ρI(n,n0) =exp[χ+Kˆ+]exp[χKˆ]|ni n0

, ρI(s,s0) =exp[α+Jˆ+]exp[αJˆ]|si

s0

= (1+α+Jˆ+)(1+αJˆ)|si s0

. After some calculation, we obtain

β11(n,n0,−1,−1) =β22(n,n0,1,1) =−n+n0 2 AB

4,

(7)

ρ11(n,n0,−1,−1) =ρ22(n,n0,1,1)

=ρ(n,n0)(|−1i h−1| − |1i h1|), β12(n,n0,1,1) =β21(n,n0,−1,−1) =−n+n0

2 A, ρ12(n,n0,1,1) =ρ21(n,n0,−1,−1)

=ρ(n,n0){(1−s1)|−1ih−1|+s1|1ih1|}, β13(n,n0,1,−1) =β23(n,n0,1,−1)

=−n+n0

2 A+3B−8C

8 ,

ρ13(n,n0,1,−1) =ρ23(n,n0,1,−1) =ρ(n,n0)(|1i h−1|) β14(−1,1) =β24(−1,1) =−n+n0

2 A+3B−8C

8 ,

ρ14(−1,1) =ρ24(−1,1) =ρ(n,n0)(|−1i h1|).

Here β1i(n,n0,s,s0) and ρ1i(n,n0,s,s0) (i∈(1,2,3,4)) denote the eigenvalues and eigenvectors of solution (19a), respectively.β2i(n,n0,s,s0)andρ2i(n,n0,s,s0)(i∈ (1,2,3,4)) denote the eigenvalues and eigenvectors of solution (19b), respectively. The second term of the above solutions is the zero-mode solution correspond- ing to the steady state forn=n0=0.

Appendix B

In this appendix, we investigate the asymptotically behaviour ofχ±(t)by use of (21).

(i) The asymptotically behaviour ofχ+(t).

Notice A>0 and ν >0, we found ν+1ν <1 for all timest. Then, dχ+(t)

dt>0{<0} if 0<χ+<

ν

ν+1{ν+1ν+<1}. We see thatχ+(t)asymptotically approaches the value ν(∞)+1ν(∞) =ξ <1from below, and λ(∞) =−A<0 with the initial conditionχ+(0) =0.

(ii) The asymptotically behaviour ofχ(t).

To study the asymptotically behaviour of χ(t), we define Re(t) =χ(t)exp[R0tλ(τ)dτ] and found

dRe(t)

dt=A(ν+1)exp[R0tλ(τ)dτ]. BecauseA(ν+ 1) is bounded and λ(t) negative for large t, we know that dRe(t)

dt tended to zero and Re(t) to- wards a constant Re0. This implies thatχ(t)diverges asymptotically, namelyχ(∞) =∞.

Appendix C

Observing (28), we found that the solutions of equa- tion (28) have the two same sets of solutions as given in (19a). So we must study the behaviours of the two

sets of solutions of α+ and α with respect to their time evolution.

It is found from (21) that

(i) Ifα+=−1−ε, then dt+(t) <0, andα+ will move further away from−1 towards the negative di- rection; whereasα+=−1+ε, then dt+(t)>0 andα+

will move further away from−1 towards the positive direction. Thus the steady solutionα+=−1 is unsta- ble. Becauseα(t)depend onα+(t), it is also unsta- ble. Therefore the solution of (19a) and (19c) are un- stable and can not be reached from the initial condition α+(0) =α(0) =0.

(ii) If α+= 1−ss1

1 −ε, then dt+(t) >0; if α+=

s1

1−s1 +ε, then dt+(t) <0. Thus the steady solution α+= 1−ss1

1 is stable. We know that α+(t)asymptot- ically approaches the valueα+(∞) = 1−ss1

1 under the initial conditionα+(0) =0, butα(t)can not reach its steady value−(1−s1). In order to study the behaviour of the solutions, we need to define the function y(t) =α(t)exp

− Z t

0

B

4(1−s1)(α+(τ) +1)dτ

.

The time differential function ofy(t):

dy(t) dt =bexp

− Z t

0

B

4(1−s1)(α+(τ) +1)dτ

, b= dα(t)

dt +α(t)

B

4(1−s1)(α+(τ) +1)

. Because bB4(1−s1) is bounded and [−B4(1− s1)(α+(τ) +1)]is negative for larget,dy(t)

dt tends to zero andy(t)towards a constant. This implies that α(t)diverges asymptotically. So we obtain

α+(∞) = s1 1−s1, α(t)exp

− Z t

0

B

4(1−s1)(α+(τ) +1)dτ

t→∞

=const.

Acknowledgements

The authors are grateful to Prof. S. J. Wang, Prof.

X. Y. Kuang, Prof. C. J. Fu, and Prof. S. Y. Wu for valuable suggestions. The work was supported by the Fundamental Research Funds for the Central Universi- ties under Grants No. ZYGX2011J046.

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