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VIA EKELAND VARIATIONAL PRINCIPLE

MABEL CUESTA Received 10 January 2003

We prove two minimax principles to find almost critical points ofC1functionals restricted to globally definedC1manifolds of codimension 1. The proof of the theorems relies on Ekeland variational principle.

1. Introduction

LetXbe a Banach space andΦ:XRof classC1. We are interested in finding critical points for the restriction ofΦto the manifoldM= {uX:G(u)=1}, whereG:XRis aC1function having 1 as a regular value. A pointuMis a critical point of the restriction ofΦtoMif and only ifdΦ(u)|TuM=0 (see the definition inSection 2).

Our purpose is to prove two general minimax principles to findalmost critical pointsofΦrestricted toM. A compactness condition of (PS) type will then imply the existence of a critical point.

The applications of minimax principles in the theory of elliptic PDEs are well known and the reader is referred, for instance, to [15] for a thorough introduc- tion to the subject. For applications of minimax principles onC1manifolds, we refer, for instance, to [2,8,11,13,16].

In this paper, we present two general minimax principles, Theorems2.1and 2.6, for functionals Φ restricted toM. The first one,Theorem 2.1, is a theo- rem of “mountain-pass type” and the second one,Theorem 2.6, is a theorem of

“Ljusternik-Schnirelman type.”

A standard approach to prove such results is to first derive a deformation lemma on the manifold M. In the case of Theorem 2.6, one would ask fur- thermore the deformation to be symmetric, that is, equivariant under the ac- tion of the groupZ2. Classically the deformation homotopy is constructed with the help of integral lines of a pseudogradient vector field ofΦonM. Since the construction of the integral lines requires the vector field to be locally Lipschitz

Copyright©2003 Hindawi Publishing Corporation Abstract and Applied Analysis 2003:13 (2003) 757–768 2000 Mathematics Subject Classification: 58E05, 58E30, 35J20 URL:http://dx.doi.org/10.1155/S1085337503303100

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758 Minimax theorems onC manifolds

continuous, it seems necessary to assume thatM is at leastC1,1. Deformation lemmas and their equivariant versions forC1,1 manifolds are well-established results and we refer to [15].

However, in some applications the manifold M is merely of class C1 and then one has to construct the deformation more carefully. As a matter of fact, several deformation lemmas onC1 manifolds have already been proved by [3, 4,7,13] and, precisely, the deformation lemma of [7] could be used to prove Theorem 2.1. According to our knowledge, the only symmetric version of the deformation lemma onC1manifolds has been proved by [3,4]. The equivariant deformation lemmas of [13,15] are stated for manifolds of classC1,1 and the symmetric deformation lemma of [7] is stated on Banach spaces. These defor- mation theorems do not seem to apply directly in the proof ofTheorem 2.6or Proposition 2.7.

The main novelty of this paper is that we present a proof that relies mainly on the variational principle of Ekelandwithout any use of a deformation lemma. The only cost of this approach is that we need to assume the spaceXto beuniformly convex. This is not however a restriction for the applications that we have in mind whereX=W01,p(Ω) orLp(Ω) for 1< p <andΩis an open set ofRn.

This approach via Ekeland principle to prove a minimax principle similar to Theorem 2.1has already been used by [5,9,14] in the case of no constraint, that is, whenM=X. Our proof follows the general lines of [9]. Our approach also seems to be new in proving the analogue ofTheorem 2.6in the case of no constraint or for the proofs of Theorems2.1and2.6in the case of more regular manifolds.

2. Statement of the theorems

LetXbe a Banach space with norm · X,Xa dual space, and·,·a dual- ity pairing betweenXandX. We will assume throughout this paper thatXis uniformly convex (see [10]).

LetG:XRbe given and assume thatGC1(X,R) and 1 is a regular value ofG. We consider theC1manifoldMdef= {uX:G(u)=1}.ForΦC1(X,R), the norm of the derivative atuM of the restriction ˜ΦofΦtoM is defined asΦ˜(u)def

= dΦ(u)(TuM), whereTuM= {vX:dG(u), v =0}denotes the tangent space toMatuand · (TuM) denotes the norm on the dual space (TuM).

In what followsK is a given compact metric space andK0K is a closed subset.

Theorem 2.1. Let ΦC1(X,R)and let h0C(K0, M)be fixed. Consider the familyΓ= {hC(K, M) :h|K0=h0}and assume thatΓ= ∅. Assume further that the following condition holds:

maxzK0Φh0(z)<max

zK Φh(z) (2.1)

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for allhΓ. Definecdef=infhΓmaxzKΦ(h(z)). Let>0andhΓbe such that maxzKΦ(h(z))< c+2. Then there existsuMsuch that

cΦ(u)c+2, distu, h(K), Φ˜(u). (2.2) The following propositions follow directly fromTheorem 2.1. We recall that Φis said to satisfy the (PS)condition onM at levelc((PS)c,M for short) if any sequenceunM, such that limn→∞Φ(un)=cand limn→∞Φ˜(un)=0, pos- sesses a convergent subsequence.

Proposition2.2. Let Φ,Γ, andcbe as inTheorem 2.1and assume that (2.1) holds. IfΦsatisfies(PS)c,M, then there existsuMsuch thatΦ(u)=candΦ˜(u)

=0.

Proposition2.3. Let Φ,Γ, andcbe as inTheorem 2.1and assume that (2.1) holds. Assume further that there exists a pathhΓsuch thatmaxzKΦ(h(z))=c.

Then there existsuh(K)such thatΦ(u)=candΦ˜(u)=0.

Remark 2.4. Theorem 2.1with the stronger condition maxzK0Φh0(z)<inf

hΓmax

zK Φh(z) (2.3)

instead of condition (2.1) has been proved by [13, Lemma 3.7 and Theorem 3.2]

using a deformation lemma.

Remark 2.5. The result ofProposition 2.3was already observed by [5] in the case of no constraint and it can also be proved using a deformation argument. No- tice that the (PS)c,M condition is not required inProposition 2.3to get a critical point.

Next we state a second minimax principle that will give almost critical points ofΦrestricted toMwhen we minimize along continuous odd maps defined on spheres of finite dimension. To that effect, we assume that the mapGiseven, so in particular,M=M.

For anykN, we denote bySkthe unit sphere ofRk+1. We also denote Co

Sk, M:=

hCSk, M:his odd. (2.4) Theorem2.6. LetΦC1(X,R)be an even function. We define

ddef= inf

hCo(Sk,M)max

zSkΦh(z) (2.5)

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760 Minimax theorems onC manifolds

and assume thatdR. Let>0andhCo(Sk, M)be such that

maxzSkΦh(z)< d+2. (2.6) Then there existsuMsuch that

dΦ(u)d+2, distu, hSk, Φ˜(u). (2.7) As a consequence of the theorem, we have the following results.

Proposition2.7. LetΦanddbe as inTheorem 2.6. IfΦsatisfies(PS)d,M, then there existsuMsuch thatΦ(u)=dandΦ˜(u)=0.

Proposition2.8. LetΦanddbe as inTheorem 2.6and assume that there exists a pathhCo(Sk, M)such thatmaxzSkΦ(h(z))=d. Then there existsuh(Sk) such thatΦ(u)=dandΦ˜(u)=0.

3. Proof ofTheorem 2.1

Before starting the proof ofTheorem 2.1, we will give a result concerning the existence ofC1paths inC(K, M) with a prescribed derivative.

In the sequel we will consider the complete metric spacesC(K, X) andC(K,R) endowed with the supremum norms · X,and · , respectively. The space C(K, M) will be inherited with the norm ofC(K, X).

Lemma3.1. Let f C(K, M)and letqC(K, X)be such thatq(z)Tf(z)Mfor allzK. Then there existr0>0andγC1((r0, r0), C(K, M))such that

γ(0)=f ,

r

r0, r0

,zK, γ(r)(z)= f(z)iffq(z)=0orr=0, γ(0)=q.

(3.1)

Proof. SinceX is uniformly convex, the duality mapJ:XXdefined byx, J(x) = x2XandJ(x) = xXis well defined and uniformly continuous on bounded sets (see [10]). For eachuM, we define

ᏺ(u)def= JdG(u) dG(u)2X

. (3.2)

ThusdG(u),ᏺ(u) =1. We denote

n(z)=f(z) (3.3)

for eachzK. We decompose f(z) as follows: f(z)=v0(z) +t0(z)n(z), where t0(z)=

dGf(z), f(z) , v0(z)= f(z)

dGf(z), f(z) n(z). (3.4)

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Thusv0(·)Tf(·)M and it is clear from the definitions thatv0C(K, X),n C(K, X), andt0C(K,R).

We consider the mapF:C(K, X)×C(K,R)C(K,R) defined byF(v, t)= G(v+tn). Using thatGC1and the uniform continuity on compact sets ofG anddG, one can prove thatFis of classC1. Furthermore,

∂F

∂t(v, t)=

dG(v+tn), n Id, ∂F

∂v(v, t)=dG(v+tn), (3.5) and consequently (∂F/∂t)(v0, t0)=Idis an invertible map. By the implicit func- tion theorem (see, e.g., [1]), there exist two open setsᐂ,ᐁsuch thatv0 C(K, X),t0C(K,R) and there exists aC1mapφ:ᐂᐁsuch that

φv0

=t0, Fv, φ(v)=1,

F(v, t)=1, (v, t)×=⇒t=φ(v), (3.6) where1denotes the constant function 1. We now takeqsatisfying the conditions of the lemma and letr0>0 be such that v0+rqᐂfor allr(r0, r0). We define theC1pathγ: (r0, r0)C(K, X) as follows:

γ(r)=v0+rq+φv0+rqn. (3.7) Using that1=F(v0+rq, φ(v0+rq))=G(v0+rq+φ(v0+rq)n), it follows that γ(r)(z)Mfor allzK, that is,γC1((r0, r0), C(K, M)). It also follows from the definition ofγthat

γ(0)=v0+φv0

n=v0+t0n= f . (3.8) Moreoverγ(r)(z)=f(z) for somezKand somer=0 if and only if

rq(z) +φv0+rq(z)n(z)=t0(z)n(z). (3.9) ApplyingdG(f(z)) to the above identity and using thatdG(f), n =1, we find φ(v0+rq)(z)=t0(z) and thenrq(z)=0.

Finally we differentiate with respect tovthe second identity of (3.6) atv=v0. We finddφ(v0)= −dG(f) and hence

γ(0)=q+v0

, q n=q (3.10)

and the proof is complete.

Proof ofTheorem 2.1. We introduce a functionalΘ:C(K,R)Rdefined byΘ(x)

def=maxzKx(z) and a functionalΨ:ΓRdefined byΨ(f)def=Θ(Φf). The familyΓis a complete metric space with the norm inherited fromC(K, X) andΨ is continuous. (To show thatΨis continuous, one uses the uniform continuity ofΦon f(K).) ObviouslyΨis bounded from below and inffΓΨ(f)=c. By the

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762 Minimax theorems onC manifolds

Ekeland variational principle [12], there exists f Γsuch that (a)cΨ(f)Ψ(h),

(b)fhX,,

(c)Ψ(f)<Ψ(g) +fgX,for allg= f,gΓ.

Our theorem will be proved if we show the existence of somezKsuch that Φf(z)=Ψ(f), Φ˜f(z). (3.11) This will follow from five different claims.

For a given uM, we denote byPu the map from X to TuM defined as Pu(v)def=vdG(u), vn(u).

Claim 3.2. LetΛ0def

= {lC(K, X) :l|K00}. Then sup

lΛ0

min

µ∂Θ(Φf)

µ,dΦ(f), Pf(l) Pf(l)X,, (3.12)

where∂Θ(x) stands for the subdifferential ofΘatx(see, e.g., [9]).

Proof ofClaim 3.2. For simplicity we write x=Φf. We fix lΛ0. We can assume that Pf(l)=0, otherwise there is nothing to prove. Consider the C1 pathγ: (r0, r0)C(K, M) given byLemma 3.1such thatγ(0)= f andγ(0)= Pf(l). SincePf(l)0 inK0, thenγ(r)(z)=f(z) for allzK0, and consequently γ(r)Γfor all r(r0, r0). Moreover, since Pf(l)=0, then γ(r)= f for all r=0. It follows from (c) withg=γ(r), 0< r < r0, that

Θ(x)ΘΦγ(r)

r

1

rfγ(r)X,. (3.13) We compute the limit asr0 of both sides of inequality (3.13). The term on the left-hand side can be written as

Θ(x)Θ(x+r y)

r +Θ(x+r y)ΘΦγ(r)

r , (3.14)

where for the sake of simplicity we have denotedy= dΦ(f), Pf(l). Using [9, Proposition 5.4], the first term of (3.14) goes tomaxµ∂Θ(x)µ, yasr0. The second term of (3.14) goes to 0 becauseΘis Lipschitz continuous and the limit

limr0

Φγ(r)Φ(f)

r =

dΦ(f), γ(0) =y (3.15) holds uniformly inK.

The limit as r0 of the right-hand side of (3.13) gives γ(0)X,= Pf(l)X,. Putting all together and passing to the limit in (3.13), we have

max

µ∂Θ(x)µ, yPf(l)X,. (3.16)

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The claim follows by replacinglbyland taking the supremum over alll

Λ0.

Claim 3.3. LetB= {lC(K, X) :Pf(l)X,1}. Then min

µ∂Θ(x) sup

lBΛ0

µ,dΦ(f), Pf(l) . (3.17)

Proof ofClaim 3.3. It is clear fromClaim 3.2that sup

lBΛ0

min

µ∂Θ(x)

µ,dΦ(f), Pf(l) . (3.18)

We can interchange the sup and the min above because of Ky Fan-von Neumann minimax theorem (see [6]). Indeed, the mapᏲ:ᏹ(K,R)×C(K, X)Rde- fined byᏲ(µ, l)= µ,dΦ(f), Pf(l)is bilinear and continuous. Hereᏹ(K,R) is the set of Borel measures endowed with theω-topology. Moreover the set

∂Θ(x) is a compact convex andBΛ0is convex.Claim 3.3is proved.

Claim 3.4. It holds that min

µ∂Θ(x)sup

lB

µ,dΦ(f), Pf(l) . (3.19)

Proof ofClaim 3.4. We recall (see [9, Proposition 5.6]) that

Θ(x)=

µᏹ(K,R) :µ0,µ,1 =1,suppµK1

, (3.20)

whereK1def

= {zK:Φ(f(z))=Θ(x)}. By (2.1)K1andK0are disjoint. Then we can find a continuous mapϕ:K[0,1] such thatϕ1 onK1andϕ0 onK0. Given anylBconsiderl1=ϕl. Thenl1Λ0 and by linearityPf(l1)X,= ϕPf(l)X,1. Thusl1BΛ0. Moreover, since suppµK1, we have

µ,dΦ(f), Pf(l) =

µ,dΦ(f), Pf

l1

(3.21)

and the claim follows.

Claim 3.5. It holds that

µmin∂Θ(x)

µ,sup

lB

dΦ(f), Pf(l) . (3.22)

Proof ofClaim 3.5. Letδ >0 andz0K. Then there existlz0Band an open neighborhoodᐁz0ofz0such that for allzz0,

sup

lB

dΦfz0

, Pf(z)l(z) δ

dΦf(z), Pf(z)lz0(z) . (3.23) By compactness we can coverK with a finite subcoveringᐁz1···zn. Letϕi, i=1, . . . , n, be a continuous partition of unity subordinate toᐁzi, that is,ϕiis

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764 Minimax theorems onC manifolds

continuous, 0ϕi1, with support onᐁzi andni=1ϕi=1 onK. We consider the functionl1=n

i=1ϕilzi. Writing (3.23) forz0=ziand adding fromi=1 to n, we have

sup

lB

dΦ(f), Pf(l) δ1

dΦ(f), Pfl1 . (3.24) Composing withµand using thatµ,1 =1 andµ0, we get

µ,sup

lB

dΦ(f), Pf(l) δ

µ,Φ(f), Pf

l1

. (3.25)

Now observe thatl1Band consequently the right-hand side of the above in- equality is less than or equal to suplBµ,dΦ(f), Pf(l). Lettingδ0, we ob- tain

µ,sup

lB

dΦ(f), Pf(l) sup

lB

µ,dΦ(f), Pf(l) . (3.26)

The result now follows by taking the minimum over allµΘ(X) and using

Claim 3.4.

Claim 3.6. We have

µmin∂Θ(x)

µ,Φ˜f(·) . (3.27)

Proof ofClaim 3.6. The proof of this claim follows easily fromClaim 3.5and the identity suplBdΦ(f), Pf(l) = Φ˜(f). Now letµΘ(x) realize the minimum ofClaim 3.6. Sinceµhas mass equal to 1 and is supported inK1, there existszK1such that

Φ˜f(z). (3.28)

Then (3.11) hold foru=f(z) and the proof of the theorem is complete.

4. Proof ofTheorem 2.6

The proof ofTheorem 2.6goes along the same lines as the proof ofTheorem 2.1.

We indicate the necessary modifications.

First we give the symmetric version ofLemma 3.1. We will denote byCo(Sk,R) the subspace of odd functions ofC(Sk,R) and byCe(Sk, X) andCe(Sk,R) the sub- spaces of even functions ofC(Sk, X) andC(Sk,R), respectively.

Lemma4.1. Assume thatG is even. Let f Co(Sk, M)and letqCo(Sk, X)be such thatq(z)Tf(z)Mfor allzSk. Then there existr0>0andγC1((r0, r0), Co(Sk, M))such that (3.1) is satisfied.

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Proof. It is easy to see that the duality mapJ:XX and the mapᏺ:M Rare odd. Consequently,t0Ce(Sk,R), v0Co(Sk, X), and nCo(Sk,R) as defined in (3.3) and (3.4).

We consider the mapF:Co(Sk, X)×Ce(Sk,R)Ce(Sk,R) defined byF(v, t)=G(v+tn). Observe thatFis well defined because

Gv(z) +t(z)n(z)=Gv(z)t(z)n(z)

=Gv(z) +t(z)n(z) (4.1) for allzK,vCo(Sk, X), andtCe(Sk,R). By the implicit function theorem applied toF, there exist two open setsᐂ,ᐁsuch thatv0Co(Sk, X),t0Ce(Sk,R) and there exists aC1mapφ:ᐂᐁsuch that (3.6) is satisfied.

It is then clear that the mapγdefined by (3.7) satisfied (3.1) and also thatγ

C1((r0, r0), Co(Sk, M)).

Proof ofTheorem 2.6. We consider the functionalΨ:Co(Sk, M)Rdefined by Ψ(f)def=Θ(Φf). The functionalΨ is continuous and bounded from below with inffCo(Sk,M)Ψ(f)=c. By the Ekeland variational principle, there exists f Co(Sk, M) satisfying (a), (b), and (c). We proceed now to prove four claims to show that there exists somezSksatisfying (3.11).

Observe that if f Co(Sk, M) andlCo(Sk, X), thenPf(l)Co(Sk, X).

Claim 4.2. We have sup

lCo(Sk,X)

min

µ∂Θ(Φf)

µ,dΦ(f), Pf(l) Pf(l)X,. (4.2)

Proof ofClaim 4.2. The same proof as in Theorem 2.1 applies since we can choose the path γ of Lemma 4.1 with γ(0)= f and γ(0)=Pf(l). Then γ

C1((r0, r0), Co(Sk, M)).

Claim 4.3. LetB= {lC(Sk, X) :Pf(l)X,1}. Then min

µ∂Θ(x) sup

lBCo(Sk,X)

µ,dΦ(f), Pf(l) . (4.3)

Proof ofClaim 4.3. The proof is the same as its analogue inTheorem 2.1. Notice that in this case,BCo(Sk, X) is convex as well.

Claim 4.4. It holds that

µmin∂Θ(x)

µ, sup

lBCo(Sk,X)

dΦ(f), Pf(l)

. (4.4)

Proof ofClaim 4.4. We proceed as inClaim 3.5. The only problem is to find a functionl1inBCo(Sk, X) satisfying (3.21). For anyδ >0 and anyz0Sk, let lz0BCo(Sk, X) and letz0be an open neighborhood inSksuch that (3.23)

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766 Minimax theorems onC manifolds

is satisfied for allzz0. We can assume thatᐂz0= −z0andᐂz0z0= ∅ by taking, for instance, ᐂz0= {zSk:zz0< ρ}withρ small. Let ᐁz0=z0z0. Henceᐁz0= −z0. For anyzz0, we have that eitherzz0

from which we deduce that sup

lBCo(Sk,X)

dΦfz0

, Pf(z)l(z) δ

dΦf(z), Pf(z)lz0(z) (4.5) orzz0in which case we have

sup

lBCo(Sk,X)

dΦfz0

, Pf(z)l(z) δdΦf(z), Pf(z)lz0(z) . (4.6) WritingdΦ(f(z0)), Pf(z)(l(z)) = dΦ(f(z0)), Pf(z)(l(z)), we see that (4.6) is equivalent to

sup

lBCo(Sk,X)

dΦfz0

, Pf(z)l(z) δ

dΦf(z), Pf(z)lz0(z) . (4.7) From (4.5) and (4.7), we find that for allzz0,

sup

lBCo(Sk,X)

fz0

, Pf(z)

l(z) δ

f(z), Pf(z)

lz0 , (4.8)

wherelz0(z) :=(lz0(z) +lz0(z))/2 belongs toBCo(Sk, X).

We now cover Sk with a finite subcoveringᐁz1···zn. Let ϕi, i=1, . . . , n, be a continuous partition of unity subordinate toᐁzi and consider the even part ofϕi,ϕei(z)=1/2(ϕi(z) +ϕi(z)). Clearly, 0ϕei 1, suppϕei zi, and n

i=1ϕei =1. We finally consider the odd functionl1=n

i=1ϕeilzi and observe thatl1B. The remaining part of the proof is similar to that ofClaim 3.5.

Claim 4.5. It follows that

µmin∂Θ(x)

µ,Φ˜f(·) . (4.9)

Proof ofClaim 4.5. We show that sup

lBCo(Sk,X)

dΦ(f), Pf(l) =Φ˜(f). (4.10)

The inequalityis clear becausePf(l(·))Tf(·)MandPf(l)X,1. The in- equalitycomes from the following. FixzSkand letδ >0. Then there exists vTf(z)M,vX1, such that

f(z), v Φ˜f(z)δ. (4.11)

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TakelCo(Sk, X) such thatl(z)=vandl1 (for instance, ifz=(1,0, . . . ,0), one can takel(x1, x2, . . . , xk+1)=x1v). Hence

Φ˜f(z)δ sup

lBCo(Sk,X)

dΦ(f), Pf(l) . (4.12)

Lettingδgo to 0, we obtain the desired inequality.Claim 4.5is proved.

The remaining part of the proof of the theorem is identical to its correspond-

ing part inTheorem 2.1.

Acknowledgment

We wish to thank J. Campos, J.-P. Gossez, and E. Lami-Dozo for their useful suggestions.

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768 Minimax theorems onC manifolds

[14] J. Mawhin and M. Willem,Critical Point Theory and Hamiltonian Systems, Applied Mathematical Sciences, vol. 74, Springer-Verlag, New York, 1989.

[15] M. Struwe,Variational Methods. Applications to Nonlinear Partial Differential Equa- tions and Hamiltonian Systems, Springer-Verlag, Berlin, 1990.

[16] A. Szulkin,Ljusternik-Schnirelmann theory onC1-manifolds, Ann. Inst. H. Poincar´e Anal. Non Lin´eaire5(1988), no. 2, 119–139.

Mabel Cuesta: Universit´e du Littoral C ˆote d’Opale (ULCO), 50 rue F. Buisson, BP 699, 62228 Calais Cedex, France

E-mail address:[email protected]

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Special Issue on

Time-Dependent Billiards

Call for Papers

This subject has been extensively studied in the past years for one-, two-, and three-dimensional space. Additionally, such dynamical systems can exhibit a very important and still unexplained phenomenon, called as the Fermi acceleration phenomenon. Basically, the phenomenon of Fermi accelera- tion (FA) is a process in which a classical particle can acquire unbounded energy from collisions with a heavy moving wall.

This phenomenon was originally proposed by Enrico Fermi in 1949 as a possible explanation of the origin of the large energies of the cosmic particles. His original model was then modified and considered under different approaches and using many versions. Moreover, applications of FA have been of a large broad interest in many different fields of science including plasma physics, astrophysics, atomic physics, optics, and time-dependent billiard problems and they are useful for controlling chaos in Engineering and dynamical systems exhibiting chaos (both conservative and dissipative chaos).

We intend to publish in this special issue papers reporting research on time-dependent billiards. The topic includes both conservative and dissipative dynamics. Papers dis- cussing dynamical properties, statistical and mathematical results, stability investigation of the phase space structure, the phenomenon of Fermi acceleration, conditions for having suppression of Fermi acceleration, and computational and numerical methods for exploring these structures and applications are welcome.

To be acceptable for publication in the special issue of Mathematical Problems in Engineering, papers must make significant, original, and correct contributions to one or more of the topics above mentioned. Mathematical papers regarding the topics above are also welcome.

Authors should follow the Mathematical Problems in Engineering manuscript format described at http://www .hindawi.com/journals/mpe/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System athttp://

mts.hindawi.com/according to the following timetable:

Manuscript Due December 1, 2008 First Round of Reviews March 1, 2009 Publication Date June 1, 2009

Guest Editors

Edson Denis Leonel,Departamento de Estatística, Matemática Aplicada e Computação, Instituto de Geociências e Ciências Exatas, Universidade Estadual Paulista, Avenida 24A, 1515 Bela Vista, 13506-700 Rio Claro, SP, Brazil ; [email protected]

Alexander Loskutov,Physics Faculty, Moscow State University, Vorob’evy Gory, Moscow 119992, Russia;

[email protected]

Hindawi Publishing Corporation http://www.hindawi.com

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