UNIQUENESS RESULTS FOR STOKES EQUATIONS
AND THEIR CONSEQUENCES IN LINEAR
AND NONLINEAR CONTROL PROBLEMS
CAROLINE FABRE
Abstract. The goal of this article is the study of the approximate controllability for two approximations of Navier Stokes equations with distributed controls. The method of proof combines a suitable lin- earization of the system with a xed point argument. We then are led to study the approximate controllability of linear Stokes systems with potentials. We study both the case where there is no constraint on the control and the case where we search a control having one null component. In both cases, the problems is reduced to prove unique continuation results. This is done by means of Carleman estimates.
1. Introduction
The goal of this article is the study of the approximate controllability for two approximations of Navier Stokes equations with distributed controls.
To be more precise, let us state the problem: consider an open bounded connected and regular set of IRn (
n
2), a timeT >
0 and an open subset!
of:
We writeQ
= (0T
)q
=!
(0T
) and =@
(0T
):
LetH
andV
be the closure inL
2()nand inH
01()nofE
=fu
2C
01()n, divu
= 0 in g respectively.Let
M >
0 be an arbitrary positive constant that will be xed all along the paper, we introduce a mappingT
M2C
1(IRn IRn)\L
1(IRn IRn) such thatT
M(s
1s
n) = (s
1s
n) if for everyi
21n
] one hasjs
ijM:
In others words,T
M coincides with the identity in the hypercube ;M M
]n:
For
v
= (v
1v
n) 2L
2(q
)n andy
0 2H
we denote byy
=y
(x t
) = (y
1(x t
)y
n(x t
)) the vector-valued solution of8
>
>
>
>
>
<
>
>
>
>
>
:
y
0;y
+@
@x
k(T
M(y
)ky
) =rp
+v
q inQ
divy
= 0 inQ
y
= 0 ony
(0) =y
0 in(1
:
1)Universite Paris 12-Val de Marne, U.F.R. Sciences, Departement de Mathematiques, Av. du General de Gaulle, 94010 Creteil Cedex and Centre de Mathematiques Appliquees, Ecole Polytechnique, 91128 Palaiseau Cedex, France.
Email: [email protected].
This work was supported by the project CHRX-CT94-0471 of the European Commu- nity.
Received by the journal February 15, 1996. Accepted for publication September 30, 1996.
c
Societe de Mathematiques Appliquees et Industrielles. Typeset by TEX.
where 0 denotes the derivative with respect to time and
q is the char- acteristic function ofq:
System (1.1) is in fact made of 3n
+ 1 equations andPnk=1@x@k(T
M(y
)ky
j) is thej
thcomponent of the vector @x@k(T
M(y
)ky
) whereT
M(y
)k is thek
th component ofT
M(z
):
System (1
:
1) can be viewed as a variant of the classical Navier-Stokes equations in which the quadratic nonlinearity has been truncated.As
T
M 2C
(IRn IRn)\L
1(IRn IRn) one can prove (using a xed point method) that for every (y
0v
) 2H
L
2(q
)n system (1.1) has a unique solution (y p
)2;C
(0T
]H
)\L
2(0T V
)D0(Q
) in the sense thaty
is unique and the pressurep
is dened up to a time dependent distribution.Of course, the solution
y
=y
M of (1.1) depends on the parameterM
which has been xed here. One can remark that we would get the Navier Stokes equation if we hadT
M(y
M) =y
M for someM:
Our purpose is to study the reachable set at time
T
which is dened for a xedy
0 2H
byR
(T
) =fy
(x T
)v
2L
2(q
)ny
solution of (1:
1)g:
Clearly
R
(T
) is a subset ofH
for anyT >
0 andy
0 2H:
We will prove the following result:Theorem 1.1. For every
M >
0 everyy
0 2H
and everyT >
0 the reachable setR
(T
) is dense in H.Remark 1.2.
(i) In 4], it has been proved for example that in two space dimensions and for the Navier Stokes equation, the vector space spanned by the reachable set is dense in
H:
(ii) J.M. Coron proved in 1] the approximate controllability in a particular sense for the Navier Stokes equations in two space dimensions with dierent boundary conditions (said to be Navier conditions).
(iii) In 5], several results are proved: rst, in one space dimension, it is proved that Burgers equation is not approximatively controllable. Then, the authors prove a local result which is roughly the following: if there is a solution of the Burgers equation which starts from
y
0 and goes toy
1 at timet
=T
then for initial data close enough toy
0 there exists a distributed control allowing to go toy
1 at timet
=T
. In this book, this local result is extended for the Navier Stokes equations in two space dimensions.We will also replace the nonlinear term by (
T
M(y
):
r)y
instead of@x@k(
T
M(y
)ky
):
In that case, the system becomes (where:
denotes the scalar product in IRn)8
>
>
>
<
>
>
>
:
y
0;y
+ (T
M(y
):
r)y
=rp
+v
q inQ
divy
= 0 inQ
y
= 0 ony
(0) =y
0 2H
(1
:
2)and we will prove:
Theorem 1.3. We suppose that
!
is a neighbourhood of the boundary ;:
For everyM >
0 everyy
0 2H
and everyT >
0 the reachable setR
(T
) =fy
(x T
)v
2L
2(q
)ny
solution of (1:
2)g is dense inH
.The density in
H
of the reachable set is, in general (i.e. for any open non empty subset!
of ), an open problem which is related to the fol- lowing regularity result concerning the pressure in linear Stokes systems:which minimum supplementary regularity conditions on
f
2L
2(0T V
0) are needed in order to ensure the existence of (u
)2L
2(0T V
)L
2loc(Q
) withu
(0) = 0 andu
0;u
=r+f
? The diculty comes from the regular- ity of with respect to time and the only known result is thatf
2L
2(Q
)n implies 2L
2(0T H
1()):
In order to prove Theorems 1.1 and 1.3, we use a xed point method together with a precise study of the approximate controllability for linear Stokes equations. As usual in linear cases, the approximate controllability property can be reduced (using Hahn-Banach theorem) to a unique continu- ation property concerning the solutions of the adjoint homogeneous problem.
We will set this uniqueness property in a more general setting which includes systems of linearized Navier-Stokes equations.
More precisely, we consider for 1
j k l
n
functionsa
jklb
jkl2L
1( (;T T
)) and functionsu
= (u
1u
n) and solutions of the system8
>
>
>
>
>
>
<
>
>
>
>
>
>
:
8
j
1j
n u
0j;u
j+a
jkl@u
l@x
k +@
@x
k(b
jklu
l) =@
@x
j in (;T T
) divu
= 0 in (;T T
)(
u
)2L
2loc(;T T H
loc1 ())nL
2loc((;T T
))(1
:
3)where the
j
th equation, according to the convention of summation of re- peated indexes, has to be read for 1j
n
:u
0j ;u
j +Xkl
a
jkl@u
l@x
k +Xkl
@x @
k(b
jklu
l) =@
@x
j:
We proveTheorem 1.4. Let
a
jkl andb
jkl be elements ofL
1loc( (;T T
)) for 1j k l
n:
If(u
) is a solution of (1.3) and ifu
vanishes in an open non-empty subsetO
of (;T T
) then it vanishes in the whole horizontal component ofO
in (;T T
) which is the setC
(O
) =f(x t
)2(;T T
) 9x
0 2 (x
0t
)2O
g:
Theorem 1.4 has been rst proved by Saut and Temam (see 12]) when co- ecients
a
jkl andb
kl areC
1 andC
2 respectively. Then it has been extendedwhen
a
jkl =a
klk 2W
11 andb
jkl = 0 (which means thatu
is solution ofu
0;u
;(a:
r)u
=r witha
= (a
1a
n)) by Fernandez-Cara and Real in 4]. These authors applied a Carleman estimate on the heat equation com- bined with a Carleman estimate for the Laplace operator in order to control the pressure which then satises an equation like = div((a:
r)u
)2L
2:
In 3], we also studied the case where
u
is solution ofu
0;u
;(a:
r)u
=r with coecientsa
2L
1(Q
)n:
Note that whena
2L
1(Q
)n one can no longer use the usual Carleman inequality for the Laplace operator because of the lack of regularity ofa:
To overcome this diculty, we proved a Carleman estimate for solutions (f
)2H
loc1L
2loc of +L
1f
2L
2 whereL
1 is a rst order operator (for more details, see 3]). The argument of the proof of the unique continuation for the Stokes system witha
2L
1(Q
)n then combined this new inequality, the usual one on the heat operator (stated by Saut and Scheurer in 11]) and a change of scale. In our case, the pressure satises an equation like +L
1f
+L
2k
2L
2 with functionsf
andk
inL
2 (and no more),L
1 andL
2 being rst and second order operators. Thus, the pressure will no more be inH
loc1 and there is again a lack of estimate on:
Futhermore, the usual Carleman inequality for the heat operator cannot be applied onu
since the functionsb
jkl do not possess sucient regularity (this would requireb
jkl2W
11 in space). One can only say that each component ofu
satises a heat equation but with a right-hand side inH
;1(Q
) (in space and time) and no more even locally. We therefore need a new inequality in order to treatu:
Using the unique continuation property of Theorem 1.4, we will deduce the approximate controllability for linear Stokes systems. Note that for
y
0 2H
andv
2L
2(q
)n using a variational method, one can show that there exists a unique vector-valued fonctiony
2L
2(0T V
)\C
(0T
]H
) and a pressurep
2D0(Q
) (dened up to a time dependent distribution) such that (y p
) is solution of8
>
>
>
>
>
>
>
>
<
>
>
>
>
>
>
>
>
:
8
j
1j
n y
j0 ;y
j+a
jkl@y
l@x
k +@
@x
k(b
jkly
l) =@p
@x
j +v
! inQ
divy
= 0 inQ
y
= 0 ony
(0) =y
0 in:
(1
:
4)We prove the following approximate controllability results for system (1.4):
Proposition 1.5. Let
!
be a neighbourhood of the boundary;:
Let(a
jklb
jkl)2
L
1(Q
)2 for 1j k l
n:
For everyy
0 2H
the reachable set at any timeT >
0 dened byR
(T
) =fy
(x T
) wherey
is solution of (1.4),v
2L
2(q
)ng is dense inH:
Proposition 1.6. Let
!
an open and non-empty subset of:
Let(a
jklb
jkl)2L
1(Q
)2 with(if
n
= 2 9p
0 2]2 +1 8j k l
2f1n
ga
jkl 2L
2(0T W
1p0()) ifn >
2 8j k l
2f1n
ga
jkl 2L
2(0T W
1n()):
(1
:
5) For everyy
02H
the reachable set at any timeT >
0 dened byR
(T
) =fy
(x T
) wherey
is solution of (1.4)v
2L
2(q
)ng is dense inH:
Remark 1.7.
(i) The hypotheses on
!
in Proposition 1.5 and (1.5) are made in order to ensure the existence of a pressure inL
2loc(Q
) for the adjoint system of (1.4).(ii) Conditions (1.5) can be replaced by
(if
n
= 2 9p
02]2 +1 8j k l
2f1n
ga
jkl 2H
1(0T L
p0()) ifn >
2 8j k l
2f1n
ga
jkl2H
1(0T L
n()):
Once the approximate controllability of this Stokes system is understood, one can ask if we can take controls with one component equal to zero. The problem reduces again to the underlying unique continuation property which can be formulated as follows: suppose that a solution
u
of (1.3) satisesu
1 ==u
n;1= 0 inO
then do we haveu
= 0 inC
(O
)?We give a partial result which requires more conditions on the coecients
a
jkl andb
jkl and more regularity onu
and:
We will then give a counter- exemple when one of these conditions is not fullled. We consider functionsa
jkl andB
jl inL
1((;T T
)) with8
>
<
>
:
8
k
2f1n
g@a
nkn@x
n =@B
nn@x
n = 08(
j k
)2f1n
;1gf1n
ga
jkn =B
jn = 0:
(1:
6) We denote by (u
) a solution of8
>
>
>
<
>
>
>
:
u
0j;u
j+a
jkl@u
l@x
k +B
jlu
l =@
@x
j in (;T T
) divu
= 0 in (;T T
)(
u
)2L
2loc(;T T H
loc2 ())nL
2loc(;T T H
loc1 ()):
(1
:
7) We proveTheorem 1.8. If the functions
a
jkl andB
lj are inL
1((;T T
)) and satisfy (1.6) and if (u
) is solution of (1.7) withu
1 ==u
n;1 = 0 in an open setO
of (;T T
) thenu
1 ==u
n;1= @u@xnn = 0 inC
(O
):
We will then deduce
Corollary 1.9. Suppose that is bounded and that
u
belongs toL
2(;T T H
01())n and is solution of (1.7) withu
1 ==u
n;1= 0 in an open setO
ofQ
. Thenu
vanishes inC
(O
):
Theorem 1.8 is false when condition (1.6) is not fullled even in the sta- tionary case: indeed, let be the square = ] ; 1 12 and let
O
=x
1<
0]\:
We consider
8
>
>
>
>
>
>
<
>
>
>
>
>
>
:
u
1(x
1x
2) =x
311(x1>0)u
2(x
1x
2) =;3x
21x
21(x1>0)+ 5 +x
1 (x
1x
2) = 3x
211(x1>0)+x
2b
(x
1x
2) = 1 + 6x
25 +
x
1;3x
21x
21(x1>0)+ 15 +x
11(x1<0):
(1
:
8)We have (
u
1u
2b
)2H
loc2 ()2H
loc1 ()L
1() divu
= 0 in andu
1 = 0 inO:
One can easily compute that
u
1 =@
@x
1and
u
2+bu
2=@
@x
2:
Condition (1.6) fails sinceB
22 =b
and @x@b26= 0
:
Remark 1.10.
(i) If is not bounded, even when
a
=B
= 0, Theorem 1.8 does not necessary imply Corollary 1.9 as one can see forn
= 2 = (x
1x
2)x
1>
0]and
u
1 = 0u
2 =x
21=
2 andp
=x
2:
(ii) The controllability problem with controls having two zero components has been studied by J.-L. Lions and E. Zuazua in 15] in three space dimen- sions for the Stokes system and without potential. They proved a generic result and gave a counter-exemple to the underlying uniqueness property when is a cylinder.
We now describe the plan of this article: in a second section we prove Theorem 1.4 and 1.8. The main tool (that we briey recall) is the
h
-pseudo- dierential calculus (as in 8]). The proofs of these theorems are based on the same idea as the one developped in 4]: we rst state the Carleman inequalities by separating the low and high frequencies. In order to be clear, at each step, we will recall the previously known inequalities and the new ones. In a third section, using these unique continuation properties, we will deduce the approximate controllability for linear Stokes systems and, in particular, the case of the linearized Navier-Stokes equations will be considered. We then go back to our nonlinear problems and we prove Theorems 1.1 and 1.3 in the last section. The method is now standard and uses a xed point argument (see for example 2] or 14].)2. Unique continuation for Stokes equations 2.1. Preliminaries on pseudo-differential calculus
The results that we recall in this section are classical and we refer to the books of D. Robert 10] and X. St Raymond 9] for details.
We note
D
j = hi@
j () = (1 +jj2)12 for 2IRn:
The setS
m (wherem
2ZZ) denotes the space of symbols dened on IR2n and which satisfy:8 2INn 9
C
8x h
j@
x@
a
(x h
)jC
()m;jj and8
j
2IN 9a
j(x
)2S
m;ja
(x h
)2XNj=0
h
ja
j(x
) +h
N+1S
m;N;1:
The principal symbol ofa
is thena
0:
Ifa
2S
m and ifu
isC
01(IRn) we dene the pseudo-dierential operator of orderm
a
(x D h
)u
(x
) = 1(2h
)nZ
e
ix:ha
(x h
)^u
(h
)d
(where ^
u
() = Re
;ix:u
(x
)dx
is the Fourier transform ofu
). Ifa
2S
ma
(x D h
) mapsH
s(IRn) inH
s;m(IRn):
We writeE
m the space of pseudo- dierential operators of orderm
andE
;1=\m2ZE
m:
We write j
v
j20 =RRnjv
(x
)j2dx
(u v
) =RRnu v
!and jv
j21 =j(D
)v
j20:
Thusj
v
j21 = 1(2)nZ
Rn
2(h
)ju
^()j2d
=Z
j
v
j2dx
+h
2Z jrv
j2dx:
We recall that if
a
2E
m andb
2E
l thena
(x D
)b
(x D
)2E
m+l with a principal parta
0b
0:
On the other hand, iha
(x D
)b
(x D
)] = ih(a
(x D
)b
(x D
);b
(x D
)a
(x D
)) 2E
m+l;1 and its principal part is fa
0b
0g =@ a
0@
xb
0;@
xa
0@ b
0:
We recall the Garding inequality:
Proposition 2.1. Let
U
be an open set of IRn:
Ifa
2E
2 satises:9
c
1>
0 8(x
)2U
IRnRea
0(x
)c
1()2 then for every compact setK
ofU
, there existsh
K>
0 such that8
u
2H
01(K
) 8h
2]0h
K]Re
(a
(x D h
)u u
)c
1 4ju
j21:
The following proposition concerns the inversion on the high frequencies of operators of order 2 which are elliptic on high frequencies.
Proposition 2.2. If
p
2E
2 satises9
c >
0 : jp
0(x
)jc
()2 8 jjR
8x
2IRnthen there exists
e
2E
;2and 2E
;1 such thate
p
= 1++hR
whereR
2E
;1 and (x
) = 0 if jjR:
As we are dealing with evolution equations, the operators under consid- eration will depend on a parameter (the time) and we will need uniform estimates. Let
I
= ;T
0T
0] be a subinterval of IR:
We will say that a set of operators with symbols of orderm
,fa
(t x h
)gt2I is inL
1(I E
m) if the constantsC
appearing in the denition ofS
mdo not depend ont
2I:
We recall that (see 10]) if (a
(t
))t2I 2L
1(I E
m) and if (b
(t
))t2I 2L
1(I E
l) then (a
(t
)b
(t
))t2L
1(I E
m+l) and we have8
s
2IR 9C
s>
0 : 8t
2I
8u
2H
s ja
(t
)u
js;mC
sju
js:
In the same way, we have the following Garding inequality: ifU
is an open set of IRn and if (a
(t
))t2I 2L
1(I E
2) satises9
c
1>
0 : 8t
2I
8(x
)2U
IRnRea
0(t x
)c
1()2 then for every compact setK
ofU
, there existsh
K>
0 such that8
u
2H
01(K
) 8(t h
)2I
]0h
K]Re
(a
(t x D h
)u u
)c
1 4ju
j21:
Finally, we have the analogous of Proposition 2.2: if (p
(t
))t2L
1(I E
2) satises9
c R >
0 : jp
0(x
)jc
()2 8 jjR
8(t x
)2I
IRn then there exist (e
(t
))t 2L
1(I E
;2) and ((t
))t 2L
1(I E
;1) such thate
(t
)p
(t
) = 1 +(t
) +hR
(t
) withR
(t
) 2L
1(I E
;1) and(t x
) = 0 ifj
jR:
Let now
'
='
(t x
)2C
01(IRn+1):
We write'
t(x
) ='
(t x
) andp
(t
) the operator ofE
2 :p
(t
)(x D h
) =;h
2e
'he
;'h: p
(t
) has as principal symbolp
0(t
)(x
) =Xnj=1(
j +i @' @x
j)2:
The adjoint operator
p
(t
) ofp
(t
) is also of order 2 and its principal symbol is the conjugate ofp
0(t
)(x
) !p
0(t
)(x
):
We then decompose the operatorp
(t
) =a
(t
) +ib
(t
) with (a
denotes the adjoint operator ofa
):a
(t
) =p(t)+p (t)
2
2
L
1(;T T E
2) with principal parta
0(t
) =Rep
0(t
) andb
(t
) =p(t);p (t)
2i 2
L
1(;T T E
1) with principal partb
0(t
) =Imp
0(t
):
Let
U
0 be a bounded and open set of IRn and suppose that there existsC
0>
0 such that'
0 satises(
x
)2U
!0IRna
0(0)(x
) = 0 ) fa
0(0)b
0(0)g(x
)C
0:
(2:
1) Then there exist0>
0 andc
3d
0>
0 such that forjt
j0'
t satises8
<
:
(
x
)2U
!0IRna
0(t
)(x
) = 0 ) fa
0(t
)b
0(t
)g(x
)C
0d
0;2()a
0(t
)2(x
)+d
0b
0(t
)2(x
) +fa
0(t
)b
0(t
)g(x
)c
322():
(2
:
2) We now dene general operators of order 1 and 2:
For this lets
2IN and forf
= (f
1f
s) we writeL
1(f
) = X(jk)2f1ngf1sg
c
jk@f
k@x
jwith coecients
c
jk2C
1(IRn)\L
1(IRn):
We haveL
1 2E
1:
On the other hand, fork
= (k
lm)1lms deneL
2(k
) = X(lm)2f1sg2(l0m0)2f1ng2
@x @
l0(d
lml0m0@
@x
m0k
lm) whered
lml0m0 2C
1(IRn)\W
11(IRn):
We haveL
2 2E
2:
2.2. Carleman inequalities
In the sequel
c
andd
will denote positive constants that may change from line to line and are independent of the parameterh:
As we have already said in the introduction, our problem to prove The- orems 1.4 and 1.8 comes from a lack of regularity on
u
and:
For clarity, let us recall what is known: the usual Carleman inequality on the Laplace operator has been stated by Hormander in 6], it concerns the stationnary case and it is the following propositionProposition 2.3. Let
U
be an open and bounded set of IRn andK
be a compact set included inU:
Let'
='
(x
) be inC
01(IRn):
If r'
does not vanish onU
and if9
c
1>
0p
0(x
) = 0 and (x
)2U
IRn )fRep
0Imp
0g(x
)c
1 (2:
3) wherep
0 is the principal symbol ofp
=;h
2e
'he
'h then there existsc >
0 andh
1>
0 such that for all 0< h < h
1 and all functionsy
2H
02(K
) we haveZ
Kj
y
j2e
2'hdx
+h
2ZKjry
j2e
2'hdx
ch
3ZKjy
j2e
2'hdx:
(2:
4)In 3] we could not use this last inequality since the pressure
was notH
2 in space (even locally). We then proved the following (stated here in the evolution case)Proposition 2.4. Let
U
0 be an open and bounded set of IRn:
We suppose that r'
does not vanish onU
0 and that'
satises (2.1). Then: there exists 0>
0 such that for every compact setK
inU
0, there existsc >
0 andh
1>
0 such that for almost everyt
2 (;0 0) and everyh
2]0h
1 we haveZ
Kj
y
j2e
2'hdx
+h
2ZKjry
j2e
2'hdx
hc
ZKjf
j2e
2'hdx
+
ch
3ZKjy
;L
1f
j2e
2'hdx
(2:
5) for every(y f
)2L
2(;0 0H
01(U
0))L
2((;0 0)U
0)swithy
;L
1f
2L
2((;0 0)U
0) all these functions having compact support inK:
If we compare these two inequalities in the stationary case, we see that we loose in power of
h
but we need weaker norm off:
Of course, forf
= 0 we nd again H"ormander's inequality (2:
4):
In our problem, the pressure will be solution of an equation like
;L
1f
;L
2k
2L
2(U
) withL
2 a second order operator, and thus will not be any more inH
1 in space (even locally) and the above inequalities do not make sense. We are going to state a Carleman inequality where the only norm of appearing is theL
2 norm. We now proveLemma 2.5. Let
U
0be a bounded and open set ofIRnandU
=U
0(;0 0):
We suppose thatr'
does not vanish inU
0 and that'
satises (2.1). Then, there exists0>
0 such that for every compact setK
inU
0, there existh
1>
0 and
c >
0 such that for everyh
2]0h
1 for almost everyt
2(;0 0) we haveZ
Kj
y
j2e
2'hdx
ch
ZKjf
j2e
2'hdx
+c h
Z
Kj
k
j2e
2'hdx
+
ch
3ZKjy
;L
1f
;L
2k
j2e
2'hdx
(2:
6) for every(y f k
)2L
2(U
)L
2(U
)sL
2(U
)s2 withy
;L
1f
;L
2k
2L
2(U
) all these functions having compact supports inK
.Remark 2.6. This time, for
f
=k
= 0 we do not nd H"ormander's inequality since we loose the gradient ofy:
Proof of Lemma 2.5.
Let
0 be given by (2.1) and its consequences. We introduce as usual the