A NNALI DELLA
S CUOLA N ORMALE S UPERIORE DI P ISA Classe di Scienze
E. F ABES S. S ROKA
K.-O. W IDMAN
Littlewood-Paley a priori estimates for parabolic equations with sub-Dini continuous coefficients
Annali della Scuola Normale Superiore di Pisa, Classe di Scienze 4
esérie, tome 6, n
o2 (1979), p. 305-334
<http://www.numdam.org/item?id=ASNSP_1979_4_6_2_305_0>
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Littlewood-Paley Equations
with Sub-Dini Continuous Coefficients.
E. FABES
(*) -
S. SROKA(*) -
K.-O. WIDMAN(**)
0. - Introduction.
Consider the initial value
problem
where the coefficients
.A;£¥(0153, t)
of theparabolic operator
are assumed to be
uniformly
continuous forla =
m and bounded and meas-urable for
la I
m.From the
theory
ofsingular integral operators,
see[4]
and[11],
it fol-lows that if the initial data g are smooth
enough,
say g ECo-,
then a solu-tion of
(0.1)
exists. On the otherhand,
it is of course well known that if thecoefficients
aresmooth,
then(D,I)
is solvable if g ELp(Rn);
the initial values are then taken on in the sense thatlim
toIIu(., t)
-gill,
= 0.In the last decade there has been a
growing
interest inparabolic
equa-tions with
continuous-only coefficients, mostly
in connection with diffusion processes. The standard reference is[14]. However,
atpresent
it is notknown whether uniform
continuity
of thehighest
order coefficients is suf- ficient toguarantee
thesolvability
of(0.1)
with .Lp data g.(*) Department
of Mathematics,University
of Minnesota,Minneapolis.
(**) Department
of Mathematics,Linkoping University.
Pervenuto alla Redazione il 10 Febbraio 1978.
20 - Ann. Scuola Norrrz. Sup. Pisa Ole Sci.
In this paper we consider
operators
whose coefficients areslightly
moreregular
in that we assume that the modulus ofcontinuity w(r)
satisfiesa
property
which we have dubbed « Dini(1) continuity ».
For these oper- ators wegive
apriori
estimates which allow the whole existence andunique-
ness program to be carried
through.
The crucial necessary
estimate,
sufficient toimply
thesolvability
of(0.1)
with g in
Lp,
see[3],
isvalid for all solutions of
(0.1)
with g cCo (Rn),
say. In fact we prove much more,namely
so calledLittlewood-Paley estimates, involving
also the deriva- tives of thesolution,
as well as a supremumestimate,
see Theorem 1 below.These estimates
lead,
viaapproximation arguments,
to theexistence,
The-orem
2,
anduniqueness,
Theorem3,
of solutions. Note that the supremum estimateimplies
that the solution takes on the initial data also in the almosteverywhere
sense.We also prove an inverse
Littlewood-Paley inequality,
i.e. aninequality
where the Lp norm of the initial values are estimated
by
aweighted integral
of derivatives of the
solution,
see Theorem 4. An immediate consequence of theLittlewood-Paley inequalities
is a Fatoutype result,
Theorem 5.The program for
finding
thekey Littlewood-Paley inequality
is the fol-lowing.
First theproof
is reduced to the case when the coefficientsdepend
on x
only,
and theelliptic part
of theoperator
containsonly highest
orderterms. Then a
representation
formula for solutions and theirspatial
deriva-tives is derived:
Here
D(X, rz(Y, s)
is a derivative of the fundamental solution of the constant coefficientoperator
obtained whenfreezing
the coefficients of L at z. For]a]
= m theintegrals
in thisrepresentation
becomesingular.
In order to be able to use the
theory
of(vector-valued) singular integral
operators
thepotential integrals
aremodified,
in section6, by
thesplitting
off of terms which can be treated e.g.
by approximation, integration by parts,
and theHardy-Littlewood
maximal theorem.The
remaining
hard core termsinvolving genuinely singular integrals
arehandled in section
7, using
a result on Hilbert space valuedsingular
in-tegrals by Benedeck,
Calderon and Panzone.We end this introduction
by
a short review of earlier work in the area.To facilitate the discussion of
continuity
conditions which are weaker than that of Dini we propose the label Dini(a)
continuous for a function whose modulus ofcontinuity
satisfiesFor
operators
L whose coefficients are Holder continuous in either the x-direction or the t-direction the estimate(0.2)
is knownthrough
the workof Eidelman
[2],
and Kato[8]. (See
also[5], chapter IX). However,
, theLittlewood-Paley inequalities
seem to be new even in this case.One of the
present
authors showed in[3]
that Dini(1)
continuous coem- cients is sufficient toguarantee
the estimate(0.2)
and in[12]
the secondnamed author extended this result to Dini
(1)
coefficients in the case2 p oo.
In the
elliptic
case, with Holder continuouscoefficients,
the Littlewood-Paley inequalities
for p = 2 as well as Fatoutype
theorems for p > 1 wereproved by
the third of thepresent
authors in[15].
See also[10]
for a relatedresult.
The
only
relevantcounterexample
known to the authors is that of Il’in[7],
which shows that(0.2)
cannot hold ingeneral for p
= 1 ifonly
Dini
(a) continuity
with aI
is assumed.1. - Notations and statement of results.
We will let Da denote differentiation with
respect
to x =(XI, X.)
e.Rn,
a
being
the usual multi-index(OC1, ..., ocn),
while t-differentiation is denotedby Dt .
The convenient abuse of thesymbol
.D’ for anarbitrary,
orall,
derivatives of
order j
will also be continued in this paper.The
principal part
of theoperator, L,
where m :> 2 is an even
integer, is
assumed to bestrongly elliptic,
i.e. for all(x, t) E ST
= Rn X(0, T)
and forall $
E Rn we havefor some  > 0.
Also,
all coefficients are assumed to be bounded and measur-able with
while the coefficients of order m are
uniformly
continuous inS,.
Weput
and define
We will say that the m-th order coefficients are Dini
(l)
continuouswhen
The space
LP(L2(Sð,T))’ Sð,T
= -R"X (ð, T),
consists of thoselocally integrable
functions for which
and
by W;:’i(ST)
we denote the closure ofCo (.Rn + 1 )
withrespect
to the normwhile
Wm,l
:p -Wm.1
V,V -Note that all elements of
TVm,,21(8,,)
have alocally integrable
trace on(t
=-r}
for all 7: E[0, T].
THEOREM 1.
Suppose
thatj(m§(i)fi) di
00. Thenfor
1p
oo andfor
all U eWm,l(S )
0for
everypositive nondecreasing f unction
0 on(0, T]
such thatI (02(-r)f’r)
d-r 00o
and such that
0(t)
>co(t) +
tll-. The constants C andC, depend
on p,T,
n,Â,
p, m, Wo, and 0.Moreover, for f ixed
p,CT
tends to zero with T.THEOREM 2..Let 1 C p c>o and suppose that
Then to every g E
Lp(Rn)
and everyf
such thatfor
somenon-decreasing
0 suchthat f ((J2(7:)/7:) d7:
oo, there exists acfunc-
tion u with the
following properties: 0
(ii)
Lu =f
almosteverywhere
inST;
(iii)
limu(r, t)
=g(x) for
almost every x in .Rn.,_o+
Furthermore, if f
ELa,
1 C q 00,locally
inST
then ubelongs
toW:,l locally.
THEOREM 3. Let L have Dini
(!)
continuous m-th ordercoefficients,
i. e. as-sume that
and let p, g,
f
be as in Theorem 2. Then there is at most onef unetion satisfying : (i)
U E-W,,’21(86,T) for every 6
>0;
(ii)
Lu =f
almosteverywhere
inST;
(iii)
limu( ., t)
= gweakly
inY(Rn).
t-O+
THEOREM 4. Let
L, f,
and p be as in Theorem 3.If
a solution uo f
.Lu =f satisfies
for
some i E(0, T],
acndif
then, provided O(t) Iti
ismonotone,
(i) u(., t)
ELp(Rn) for
all t E(0, T) ;
(ii) u(., 0)
==t im
to+u( ., t)
exists as a limit in Lp and as apointwise
limitalmost
everywhere;
-where C
depends
on ill and theparameters
mentioned in Theorem 1.THEOREM 5. Let
L, f,
and p be as in Theorem 3.I f
u is a solutionof
Lu =
f satis f ying
and
then
u(x, 0) == lim u(0153, t)
exists as a limit inLp(Rn)
andpointwise
almosteverywhere
in Rn.2. - Proof of Theorem 1.
We will start
by showing
that theproof
can be reduced to asimpler
case. In
fact,
we first observe that it is sufficient to prove Theorem 1 forsome T =
To > 0, depending
on theparameters
indicated.Let y
EC’(0, oo)
be zero in(0, To/2)
and one in(To, T). By
the results of[4]
and[11],
for0 j
mand
trivially
On the other
hand,
and for
1jm
Combining
the aboveinequalities
we findwhich
obviously implies
the assertion.The next
step
is the observation that it is sufficient to consideroperators
of the form
i.e.
operators
with derivations of thehighest
orderonly
and whose coeffi- cients areindependent
of t. Infact,
if Theorem 1 is valid for thistype
ofoperator
then for one ofgeneral type
we writewhere Then
We need now
only
observe that for1 j m -1
while
remembering
that6(t)
>cv2(t) -+-
tum and thatOT
tends to zero withT,
in order to realize that the undesireable terms in the
right
hand side may be absorbedby
the left hand side for smallenough
T.Thus,
in theremaining parts
of theproof
we assume that theoperator
has the form
(2.1). Also,
it is obvious that it is sufficient to consider func- tionsbelonging
to(,Yo-(_Rn+].).
We define
where
Yi
denotes the Fourier transform withrespect to $
andCn
is a suit-able constant
depending
on nonly,
such thatF.
becomes the traditional fundamental solution of .L with coefficients frozenat z,
i.e. for theoperator
For u E
Co-(Rn+,)
and t > 0 we have thefollowing easily
derivable represen-tation formulas.
where
and where the limit exists for all x and t. Now we write
Lx u
= Lu+
+ (L.-L)u
and so for1jm
In section 6 it is
proved
that the limit of the last two terms exists inLP(L2(ST)) .
We now define for
0 j
mand in terms of these
operators
we haveand for
1jm
Theorems
6, 7,
and 8 show thatwhere
To
complete
theproof
we note that we can chooseTo
such that0, C(TO) -1
and then absorb the final sum on theright
side into the left hand side of the aboveinequality.
3. - Proof of Theorem 2. 1
For an
arbitrary g
E_L2,(Rn)
choose a sequence gv -> g in Ep such that gl1 EC§°(R"),
and letfl1
EC§°(R" x (0, 00))
be such thatin
LP(L2(ST))
as v tends toinfinity. By
the results of[4]
we know there isa
solution,
u,, of the initial valueproblem
lying
inW:,l(ST)
for every1 q
00.Set
W;:’;(ST)
=(u e W;:i(ST): u(0153, 0)
==0}.
Now L is anisomorphism
from
W;:i(ST)
ontoLP(L2(ST)) (see [4]).
Hence ifcp(t)
e0;(0,00)
we have11p(t)(uv - u,> ll wgis,> C( ll wt> fv - t,) 11LP(L2(ST») + II p’(t)(uv - u,) IILP(L2(ST»)). By
Theorem 1 the last term is bounded
by
We conclude that the sequence
{uv}
isconvergent
inW;:i(Sð,T)’
for everyð >
0,
to a function u whichclearly
satisfies Lu =f. By selecting
a sub-sequence we may also assume that
pointwise
almosteverywhere
inST
for 0j
m.To prove
(i)
we noteby
Fatou and Theorem 1 thatTo show
(iii)
we first setNow for a fixed
positive
number 6 we havesince
J,,,,(x)
= 0 for all x. Hencewhich, by
TheoremI,
tends to zero as v - 00: We conclude thatlim u(0153, t)
exists
pointwise
almosteverywhere.
But alsoThe first two terms on the
right
side are small for all vlarge enough
uni-formly
in t E(0, T),
while for v fixed the final term tends to zero as t tends to0 +.
In conclusion we have shown thatand, therefore,
alsoFinally,
iff
ELfoc
we may choose theapproximating functions fV
aboveso that
they
converge tof
inLfoc. By
Theorem 1 we know thatuv E
W,l(ST) locally, uniformly
in v, with qo = min(2, p).
Thisimplies
that
Djuv
converges in.Lio(,S’T)
forAlso,
since L is anisomorphism
fromwe have for
Hence the
sequence
converges inZYa’1 (’z,) locally
ifql :::;:
q.Now the above process can be
repeated,
with q, instead of qo, so that in thej-th step
we obtain convergence in-W,"’(ST) locally
withany qj
o0such that
llq,
>llqo - j/(n + m), qj
q.This proves the assertion.
4. - Proof of Theorem 3.
We start
by proving
theimplicit proposition
that(i)
and(ii) imply
that
u(-, 1’)
ELp(.Rri)
for every z E(0, T].
Infact,
let 99 EO;’(R)
be one in(,r, T)
and zero in(0, T/2).
Then for almost every xand the observation is
completed by taking
Lp norms over Rn.Now let u
satisfy
Lu = 0 with a weak Ep limitequal
to zero at t = 0.We set
Since we have assumed Dini
(I-) continuity
of the coefficients in the whole slabS,
we mayapply
therepresentation
formula(2.2j)
inSr,T
and withrespect
to Lr :where the kernel of
Io,r
andV,
isF0153(., t - r)
andr0153(.’.- r) respectively.
As in section 2 we find from Theorems
6, 7,
and8,
and from Theorem1,
where (
If 99
ECo (Rn)
wemultiply (4.1) by q
andintegrate
to findllq -t- ilp
= 1. Since the weak Lp limit ofu(x, r)
as r -0-)-
is zero we findthat the
integral
on theright
converges to zero when r tends to zero.Hence we have
Iju(., t) IILP(Rn) : Ot
whereliM Ct = 0,
t-+o + i.e.tlim
t-+o +u(x, t)
= 0where the limit is taken in
Lp(Rn). Hence, by
Theorem1,
we concludethat u vanishes
identically.
5. - Proofs of Theorems 4 and 5.
In view of the
monotonicity property
of 6 it isclearly
sufficient to show theinequality (iii)
for rsmall, dependent
on n, m,and p only.
The first
step
is to see that(i)
follows from theinequality
which for pi
C 2 gives
To prove
(ii)
and(iii)
it is sufficient to prove thatfor all r less than some e > 0 which
depends
on theparameters
in thetheorem. In
fact,
we may then choose a sequenceu(-, tk), tk -> 0,
whichconverges
weakly
inLP(RN)
to some functionu(., 0) satisfying (iii).
Bor-rowing
from theproof
and notation of Theorem 3 we see thatand
11 u( ., t)
-10,tk( u( ., tx))(’, t) IILP : °t-tk
where°t
- 0 as t-+ 0+.
Astk
-> 0 the finalintegral
on theright
side converges toWe conclude that u is the
solution,
in the sense of Theorem3,
of the initial valueproblem
with datau(x, 0),
and then(ii)
follows from Theorem 2.As in the
proof
of Theorem 1 it is no restriction to assume that theoperator
has the formIn
fact,
if we setLO == I ÁlX(0153, 0)Da - Dt
and assume that(5.2)
holdsj«j=m
for
L°,
we find that(5.2)
holds in thegeneral
case with(LO - E) u + f
substituted for
f.
All the terms of(L° - L) u except Ao n
aretrivially
swal-lowed
by
theremaining part
of theright
hand side of(5.2).
To estimatewe
write,
with gdepending only
on n, m, 0and f-l
This last estimate
yields
theinequality
Choosing T
so that Ki= 2
we see that the desired estimate follows.Let (p
EO;’(Rn)
bearbitrary,
and denoteby (p,,
the solutionin Sr,7:
of theinitial value
problem
By
Theorem 2 we know thatAlso we have
Now
put A(X(x) = A:(0153) + [A(X(x) - A:(0153)]
with (J =(t - r)l/m, where
is a suitable
regularization
ofJtex,
see section 6. The third(and worst)
in-tegral
on theright
hand side of(5.4)
is then a sum of terms of thetype
The first
integral
in(5.5)
is treated to an(m - 1)-fold integration by
parts
andyields
a sum of terms of the formFor
0 i m - I we
divide the area ofintegration
intwo, Sr,2r
andS2r,z
In the former we
get, using (6.1),
llp + l/q
= 1.By (5.3)
and Theorem 1applied
to u in8
this is less thanor
equal
tor,
In the latter case we
get, again using (5.3),
the estimateFor j
= 0 we divide the area ofintegration into Sr,f} and Se,z
with p tobe
chosen,
and estimate the Lp norms ofsup lu(., t) I
andsup lu(., t) I
rtt.f} f}t-tT
by
Theorem 1 and(5.1) respectively,
and afterapplying
Holder’sinequality
and
(5.3)
we see that theseintegrals
are estimatedby
and
respectively.
In the
case j
= m -1, finally,
asimple application
of the Holder in-equality
and(5.3) yields
the estimateReturning
now to(5.5)
we divide the secondintegral
into twoby
con-sidering Sr,1J
and8,,,, separately
andproceeding
as in thecase j
= 0 abovewe find that
Collecting
all our estimates we have for(5.5)
themajorization
Going
back to(5.4)
we realize that there are still three terms to estimate.The second term on the
right
hand side is treated in a manner similar to that of the third one; infact,
our task issimpler
here inthat,
afterhaving
setA.
=A§ -E- [A. - A.],
we needintegrate by parts only
once, and it is not necessary to divide the area ofintegration.
We end up with amajorization
of these terms
by (5.6).
The first and last terms of
(5.4) yield,
via Holder’sinequality
and(5.3),
an estimate which
again
can be subsumed under(5.6).
All in
all,
the left hand side of(5.4)
is less than orequal
to(5.6)
and thefollowing inequality
holds for re
where K
depends only
on theparameters
of the theorem andK.
in additionon e. It is now easy to see that
(5.2)
follows.The
proof
of Theorem 4 is nowcomplete.
PROOF OF THEOREM 5.
By
Theorem 1 and theassumption
onII u( ., t) IIL(l(Bft)
We find that21 - Ann. Scuola Norm. Sup. Pisa Cl. Sci.
and then it follows from Fatou’s lemma that
Hence the
assumptions
of Theorem 4 arefulfilled,
and from this the state- ment of the theorem followsimmediately.
6. - Estimates for the
potentials.
In this section A will
always
denote a Dini(!)
continuous function on Rn i.e. a function whose modulus ofcontinuity
satisfiesf (ro2(T)/í)
di C oo.By A(1
we denote aregularization
ofA,
°where q
is anarbitrary
but fixednon-negative
C°° function withsupport
in the open unit ball and
integral
one. It will be convenient to setThe
following inequalities
are immediate:We will also have occasion to use the
Hardy-Littlewood
maximalfunction,
which satisfies
THEOREM 6. For 1 p o the
potential
satis f ies
Here the constant
01)
can be chosenindependently of
the moduluso f continuity of
thecoefficients Aa.
PROOF. The
proof
of the supremum estimate is of course standard(see
e.g.[13,
p.62])
sincewhere
The estimates for
Djl,,
areproved
in Theorem 9.THEOREM 7. -lior 1 p o0
where C =
C( p,
n, m,Â, p,).
PROOF. If we set
i(y,8)
=s!(}-l{s)f(y, 8)
we realize for the sum it is sufficient to show that for1 j m
the limitexists in
Lp(L2(ST))
and that theoperator Xi
mapsLp(L2(8,)) continuously
into itself. This is done in Theorem 10.
It remains to prove the supremum estimate. Note that
Hence,
if onceagain we
seth(x)
=(1/[l + IX12](n+2/2)),
The desired estimate now follows from the
Hardy-Littlewood
maximaltheorem.
THEOREM 8. For 1 p c>o
where C =
O(n,
m, p,Â, p,).
PROOF. We start
by proving
thatBy
anintegration by parts
In the first term we use the
decomposition
and after an
integration by parts
in they-variable
By (6.1)
wefind, using
thetechnique
of theproof
of Theorem6,
that thefinal two
integrals
aremajorized by
For the second term we use
(6.1) directly with cr = (t - 8)11-
and obtainthe estimate
Together
with theHardy-Littlewood
maximal theorem this proves(6.2).
Next we prove for
1 j n
By writing tilm-l
=silm-i + s-l(stilm-i - silm+l)
we divide theintegral
tobe estimated into two
parts
the first of which is seen tosatisfy
after we use the
decomposition A(x) - A(y)
= 1p(J+
qJ(J with a = T’l- and the known fact that theoperator f
D-VI
is continuous fromL’ (_L2(ST))
into itself
(see [9]).
The second term is handled
by
anintegration by parts
in thes-direction, giving
and
using (6.1)
with o*=(t - s)"-
we find thepointwise
estimateand the
proof
of(6.3)
iscompleted by squaring, integrating
overt,
andusing
theHardy-Littlewood
maximal theorem.An
inspection
of theproof
of(6.3)
shows that we may substitute any functionÃ(y,s) satisfying IÃ(y,s)l Ow(sl/m)
for(ae(0153)- ae(y)),
and weobtain
/
r>im
Finally
we show that for 1j n - 1
Using
thatand
one finds
Now
(6.3)
and(6.4)
gave the desired estimate for the first two termshere,
while
(6.1)
and Theorem 7 do the same for theremaining
ones.Theorem 8 is
proved.
7. -
Singular integral
estimates.We recall the
potentials
and
Our main tool in
showing
that theseoperators
are continuous fromL"(R")
-LP(L2(SaJ)
andLP(L2(ST))
-+Lp(L2(ST)), respectively,
will be thefollowing
theoremby Benedek, Calder6n,
and Panzone[1]
on vector valuedsingular integral operators.
Let
HI
andH2
be Hilbert spaces and k: .Rn -£(Hl, H2) (=
the spaceof
bounded linear
operators Hl -+ H2)
be such thatis
defined for
allsimple f unctions f
withcompact support
in Rn and values inHl.
AssumeThen T can be extended to a continuous
mapping f rom L1J(Rn, Hi) - Lp (Rn H2) f or 1 p 00
andIt is obvious that
(ii)
isimplied by
the conditionTHEOREM 9. For 1 p oo and
f or all g
ELP(R")
where C =
C(ni
m, p,Â, p,).
PROOF. Since
Because of the
parabolicity
there is a constant c > 0 such thatwhere
h(y, E)
israpidly decreasing in $, uniformly in y,
i.e. for all multi- indices a andp,
. Hence
where
Finally
we have therepresentation
where
We will now
apply
thetheory
of vector valuedsingular integral operators
mentioned above to show that for figed zIz: L’P(Rn)
-L’P(L2(Soo))
con-tinuously
for1 p
oo with norm boundedby
a constant times(1-j- 1__IN).
Let H=
L2(o, oo)
and for x E Rn fixed definek(x):
0 -* H( C
= com-plex numbers) by
and for
f
ELp(Rn)
we define theoperator
Of course
XI
isnothing
more than the functionI,,(g). Using Parseval’s
theorem it is easy to see that
with C
independent
of z. Also for x =A 0Vk(x)
is a continuousmapping
fromC - H defined
by
As such a
mapping
its normwhere x’ =
xllx I.
Observe now thatwith
again
Cindependent
of z.From the above we conclude that for 1 p o0
From our
representation
ofti!rn-! Di lo(g)
and with the use of Minkowski’sinequality
we haveand this concludes the
proof
of Theorem 9.THEOREM 10. For 1 p oo,
I j
m, and each T oo,Ki
mapsLP(L2(Sr))
intoitself continuougly
andwhere C =
C(n,
m, p,Â, Il).
PROOF. A standard
argument
insingular integral theory
reduces theproof
toshowing
that the norms of theoperator, Xi,s,
definedby
is bounded
independently
of 8by
Using
the same functions as defined in theproof
of Theorem9,
we canrepresent
theoperator Xi,s
as follows:where
gx
is the(vector-valued)
convolutionoperator
Again
we use thetheory
of vector-valuedsingular integral operators
toprove that
J: Lp (L2(ST))
-Lp (L2(ST)) continuously
with norm boundedby
We first set H =
L2(o, T)
and for x c- R,, we definek(x):
H - Hby
For
f
EL2(ST)
we setf($, t)
=:Fae(f(0153, t))($).
Then from Parseval’s relationwe have
Recalling
thatY(Q;)($)
=(I$)?
exp(- c[$[2),
the secondintegral
above isbounded
by
In the case
1 j
m we note thatand
using
a well-known lemma ofHardy ([6]
p.227)
we see thatIn the
case j
= m we note thatSince we now have convolution in the time variable with an
Ll-kernel,
itis
easily
seen thatWe have now
completed
theproof
thatwith C
independent
of z and 8. For x 0 0 themapping Vk(0153):
H - Hdefined
by
has norm bounded
by
aconstant, independent of E,
timesTo see this fact observe first that
and hence the L2-norm over
(0, T)
of this function is boundedby
Secondly by
Minkowski’sinequality
we haveThis last
expression
is boundedby
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