A NNALI DELLA
S CUOLA N ORMALE S UPERIORE DI P ISA Classe di Scienze
W ILLIAM H. M C C ONNELL
On the approximation of elliptic operators with discontinuous coefficients
Annali della Scuola Normale Superiore di Pisa, Classe di Scienze 4
esérie, tome 3, n
o1 (1976), p. 121-137
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Approximation Elliptic Operators
with Discontinuous Coefficients.
WILLIAM H.
MC CONNELL (*)
Summary. - Implicit
in theapplication o f
manyphysical
theories is thereplacement of differential equations
with discontinuouscoefficients by
ones with constantcoef- ficients.
When thecoefficients depend
upononly
oneindependent
variable,sufficient
conditions are proven which determine
if
such aprocedure truly approximates
theactual solution. The new system is constructed and
applications
toboundary
valueproblems,
spectra andphysical examples
are discussed. It isinteresting
that, ingeneral,
the constantcoefficents
are neither close in apointuise
sense nor in anaverage sense to the discontinuous
coefficients.
The elastic deformation of most structural metals and
composite
mediais
properly
modeledby partial
differentialequations
with discontinuous coefficients. Sincerepresentations
of such solutions are difficult toobtain,
more tractable
approximate
theoriesintending
to characterize the mol- lification of the actual solution are often used. Theapproximating theory
is to reflect the gross response of the
body
whilemasking
the fine structure of the material. Inparticular,
thereplacement of
discontinuouscoefficients by
constant ones is common inapplications
to structural metals(Timoshenko
and Goodier
[12])
andcomposite
media(Pagano [8]).
In Theorem 2 we prove sufficient conditions to determine when such anapproximation
is valid in the case of taminatedcomposite media,
thatis,
when the coefficientsdepend
upon one and
only
one coordinate. Infact,
Theorem 2 contains theexplicit
criterion for selection of suitable constant coefficients. The
proof
of Theorem 2 is based on Theorem1,
which considers sequences ofelliptic systems
whosecoefficients need not converge in
Zl
but are still shown to affect alimiting system.
Similar results forspectra
aregiven
in Theorem 4.(*)
Division ofApplied Mechanics,
StanfordUniversity,
Stanford, Ca. 94305.Pervenuto alla Redazione il 14
Giugno
1975.Spagnolo [11]
hasdeveloped compactness arguments
for sequences ofsingle uniformly elliptic operators demonstrating that,
like Theorem1,
there
always
exists alimiting operator.
MariIlo andSpagnolo [7]
havedetermined the form of this new
operator
for thespecial
case when thecoefficients of the sequence are
diagonal
andproducts
of functions of onevariable. Khoroshun
[5]
andPagano [9]
have consideredspecial (piece-
wise
quadratic)
solutions to derive theories similar to Theorem2,
but theirmethods do not
generalize
to deal with every HI solution.1. - Interior estimates and results.
Let be a bounded domain with a C1
boundary.
will denote the classical Banach space of
equivalent real-valued, measurable, pth-power
summable functions under the normA vector
function j
is said tobelong
toThe Sobolev
Space H1(SZ)
is thecompletion
ofC°°(S2)
under the normA vector valued function
u(x)
is said tobelong
to iff eachcomponent
does and
Repeated subscripts
are to be summed 1 to n. Thestrong
derivatives of u aredenoted The Sobolev
Space
is thecompletion
of0; (Q)
underthe norm
(1).
The bulk of the paper deals with
systems
with ndependent
variablesin
En,
but thegeneral
ideasapply
tosingle equations
withonly superficial
alterations. A function is said to be a weak solution to iff each
component
iff for all
It will be assumed that C possess the
ellipticity property
that there existA, A>0
such that for allsymmetrie
e(1)
and
Also C will be assumed to
satisfy
thesymmetry properties
Gurtin
[5]
discuss thephysical
basis of theseassumptions
forelasticity.
For the most
part,
theanalysis
deals with coefficients C thatdepend only
upon the n-thindependent coordinate,
x =(xl,
...,xn)
Lemma
1,
Theorems1,
3 and 4 deal with families such that(3), (3’)
and(4)
holduniformly.
For solutions of(2)
the stress is definedLEMMA 1. Let ua be a weak solution
of (2 )
associated with C’a.Suppose (3), (3’)
and(4)
hold with C = Ca.If
there exists c 00 where c, then there exists u E.L2 ( SZ )
and a sequence such that as r -+ 00,and
(1)
This is more restrictive than strongellipticity
but isadvantageous
in that nocontinuity assumptions
arerequired
to bound 1(2 ) 1
means weak convergence in the space Y.2
REMARK. The bound
11 Ua 11 HI(O)
c may be obtained from suitableboundary
values. These well-known
arguments
will be sketched in the nextsection,
but Lemma 1 and Theorem 1 are not subordinate to any
particular boundary
condition:
they
are interior results.Cauchy’s inequality
will be usedfrequently.
It states that for any eii = eji,dij
=dji
and E >0,
since
PROOF OF LEMMA 1. The existence of u andr follow from the
hypothesis
that c and the weak
compactness
of closed balls ing1 (SZ)
and.L2(S~).
For 0and
The
following difference-quotient technique
is similar to that discussed inLadyzhenskaya
andUral’tseva [6].
andsuch
that’ == 1
on Thenchoosing
From
(3)
and(3’)
Using
theintegration by parts formulae,
Using Cauchy’s inequality
and the aboveidentity,
yDecomposing
Jsimilarly
andabsorbing
thegradient
terms on theleft,
one haswhere co
depends
upon theparameters
listed. Itsexplicit
form isperipheral;
such constants will often be
lumped together.
Thisimplies
therefore,
For vi
Etherefore
The conclusion follows from the weak
compactness
of closed balls in H1. L7 Let ag and b-I be measurable functions such that aal and ba b°is
L2 . Suppose
also that convergesweakly
inLie.
The limit will bedenoted
Generally
unless aa or ba convergestrongly
inL2.
The submatrix
i, j = 1, ..., n
isnonsingular (with
smallesteigen-
value not less than
A/2) by (3),
so call the inverseS ~ .
THEOREM 1. Let ua be a solution
of (2)
associated with CI.Suppose
satisfy (3 ),
= 0f or
a =1,
...,n -1,
andII
c. Let ~,. be any sub-sequence such that
Car
and convergeweakly
to u in to T7
S07 C’,
andrespectively
i72L2(S~). (These
exist since closed balls inL2(S~)
areweakly compact.) Define
Then and
in the weak sense.
PROOF.
So
(using explicit summation)
By
Lemma 1 and thecompactness
theorem of Rellich[10], (1§§§)~
andconverge
strongly
in Lete > 0.
Thenso
In
general,
Using (5),
Again u3
and convergestrongly
in soUsing (6)
andsumming
to n allrepeated indices,
Since e
isarbitrary,
y this must hold a.e. in Q. 0One would
expect
that A satisfiesellipticity
conditions like(3).
Thisis indeed the case.
LEMMA 2. There exists ~,’ > 0 and such that
PROOF. The existence of ~l’ follows from the boundedness of each term in A. The search for 2’ seems to
require
somemachinery.
Let = 1.Consider the function
which has a
Lipschitz
boundindependent
of x and or. Then inL2(Q),
f a(e)
will be shown to be bounded belowby
apositive
constant 2’.Define
If d =
0,
then the second term in(7)
is zero andtrivially
Hence-forth assume Now from
(3),
Minimizing
withrespect
to ayields
Finally,
y defineThe existence of it’ follows from
considering
threeregions
on the unitball for e. If e E M
Then
by
the uniformLipschitz
bound for there exists aneighborhood (independent
of a andx)
wherej~(e)~A/4.
SinceM,
if e isoutside this
neighborhood, (8) implies
that there exists 0 1 so that~(e)>~(l2013e).
Define~~min(A(l20130)~/4). a
The central
problem
this paper addresses is to determine sufficient con- ditions for a constant coefficientsystem
toapproximate,
in the average,a
system
with discontinuous coefficients. Theorem 2 addresses thisproblem directly.
To thatend,
definei and then
THEOREM 2. For every E > 0 and R >
0,
there exists 6 > 0 such thatif
Ca E
A),
A is constant andfor
alli=ll ... ~ 5;
then to every solution uof (in
the weak
sense)
where there exists a solution vof
= 0where
11
v1,
and
f or
all andPROOF. Define the solution space
To
gain
acontradiction,
suppose there exist s >0,
1~ > 0 and sequenceslC’r~r C C~l~’, ~~, ~~-r~r
and such thatfor all
and,
saySince is
bounded,
there exists as m - oo ; and sinceC(I, A)
is
weakly compact,
there are weak limits 7 I and ofappropriate subsequences
such thatfor all The
Ki
areindependent,
sotreating
eachintegral separately,
yand
differentiating
withrespect
to thelength
of eachedge yields
Notice that
by
Lemma2, C( ~,’ /2, 2A’)
forlarge
m. Now from The-orem
1,
there exists a weak limit u such that urm -~ u inClearly
there exists vrm E such that in(e.g.,
choosev rm- a
contradicting
theassumption
that the distance from u’is at least E. The other cases are handled
similarly.
0If such C and A
exist,
the v associated with u of Theorem 2 is notunique,
but a natural identification would be to choose v to attain the sameboundary
data as u .2. - Global results for
boundary
valueproblems.
The usual
boundary
valueproblems
are one of threetypes:
== 0and
9 - Annali della Scuola Norm. Sup. di Pisa
(B)
-rijnj = Vi on 8Q where n is the outer unitnormal,
or
(C)
u = cp on81,
and = "Pi on~2~ Sl
U~’2
= 3.Q.To use Theorem
1,
one must establish that(A), (B)
and(C)
can be inter-preted
in thesetting
of and that these solutions haveuniformly
bounded norms. The
following
are standard SobolevSpace
inter-pretations by Ladyzhenskaya
and Ural’tseva[6]; they
can be motivatedby formally using
thedivergence
theorem.(A) Suppose
cp E then a weak solution u to(2),
where u -cp EH’(s2),
is said to be a weak solution to
(A).
(B) Suppose t
Eand 71
EHI(Q),
then u is a weak solution to(B)
iffand
Here the values of v) on aS2 are
interpreted
as the trace of 1). Forexample,
is said to vanish on81
c iff there exists asequence
approximating
u inHI(Q)
where each function vanishes in astrip adjacent
to~’1.
(C) and 1)
vanishes on81.
Then u is aweak solution to
(C)
iffand u - cp vanishes on
Si.
The existential
questions
for(A), (B),
and(C)
are discussed forsingle equations by Ladyzhenskaya
and Ural’tseva[6]
and their methodsreadily generalize
to thesystems
considered here. Thefollowing
well-known resultsare summarized for later discussion.
LEMMA 3. weak solution to
(A), (B)
or(C)
with C satis-fying (3), (3’)
but notnecessarily (4),
then there exists a number cindependent
o f
C such thatHere c
depends
onQ, A,
A and theboundary
values.REMARK. The
technique
ofproof
is similar to that used for asingle equation by Ladyzenskaya
and Ural’tseva[6] except
inplace
of the usualuniform-ellipticity inequality
to bound theL2
norm of thederivatives,
oneuses
(3)
and Korn’sinequality
as discussedby
Gurtin[4]
or Fichera[3].
It states that if v E and there exists
S,
c aS~ where surface meas-ure of
Sl> 0
and v vanishes on orthen there exists a k such that
The
global
version of Theorem 1 isTHEOREM 3.
Suppose satisfies (3), (3’)
and(4).
Considerfixed boundary
values and let uasatisfy
either(A), (B )
or(C).
Then there exist weak limits u and Tof
Lemma 1 such thati)
= 0 in the weak sense,ii)
u and Tsatisfy
the sameboundary
values as ua andT6, iii)
T ij = a.e. inQ,
as in Theorem1,
andiv) Upon
restriction to thesubsequence ~C~r~~° 1
thatgenerates A,
thereis a
unique
limit u.PROOF. The existence of u and T follow from Lemmas 1 and 3.
implies
that as andso it satisfies the same
equation ;
hence(i).
If on81 e oQ,
then since
u - cp = 0
on~’1 too;
hence(ii).
Theorem 1 im-plies (iii).
The solution toVYJ
EH’(S2)
isunique by
Lemma 2 forboundary
conditions(A), (B)
or(C).
(If
u and v are twosolutions, choose -q
= u - v.Subtracting
the equa- tion v satisfies from the one u satisfies andapplying
Korn’sinequality implies YI
=0.)
Hence the sequence{u’,I-,
has aunique
accumulationpoint.
This is the limit
point by
thecompactness
theorems. 0REMARK. If CO in
L2(Q),
then CO =A,
as is wellknown,
for ex-ample
seeLadyzhenskaya
and Ural’tseva[6],
orSpagnolo [11].
3. -
Spectra.
Results
analogous
to Lemma 1 and Theorem 1 hold foreigenvalues
andeigenfunctions.
Define the and theeigenfunction
ua forweight o"
of
L°(u) m
to be a number and a function such thatVYJ
EOne can consider
boundary
valueproblems (A), (B),
or(C)
withhomogeneous boundary
values cp and A resultparallel
to Lemma 1 and Theorem 3 is THEOREM 4.Suppose
Cl1satisfies (3), (3’)
and(4), el1
=el1(xn),
andConsider
boundary
conditions(A), (B)
or(C)
and letuÜP
and11
be
the j-th eigen f unction
andeigenvalue (,u~ c,ua+ 1 ) of
Ll1 withweight el1. If
there exist numbers c i such that
,u~ ci’
then there exists asubsequence
Gr --> 0 as r --> oo such that
for all j
=1, 2,
..., and 1 p 00,and
where A is
generated from ~C~r~~° 1
as in Theorem1. Finally
i1~ the weak sense and u and T
satisfy
the sameboundary
values as ul andREMARK. There are standard
arguments
to find thec/s. They
will beoutlined in Lemma 4.
PROOF.
By
Korn’sinequality
and the normalizationSince Cj,
by
thecompactness
of the realline,
there exists a con-verging subsequence
--> pj - IfQ6
- o in the conclusion followsas in Theorem 1.
Otherwise,
from thestronger imbedding
theorem[6]
thatthe unit ball of is
compact
in q2n/(n - 2),
euin C7
In
fact,
~C~ is thej-th eigenvalue
ofA(u)
i ’. This will be discussed inLEMMA 4.
Suppose
Casatisfies (3)
and(3’)
but notnecessarily (4),
and~, c ~a c ~l.
LetuÜ)
and,ua
be theeigenfunctions
andeigenvalue of
La withweight ea for homogeneous problems (A), (B)
or(C).
Then there exist numbers c;such that
,u~
c and asubsequence
such that as r - 00Furthermore
in the weak sense and
uU)
and’t"(j) satisfy
the sameboundary
values asuÛ)
anddo.
Lastly,
suppose w E and(w, eu(,))
= 0f or
allj.
In additionif for problem (A),
wif for (B),
or
if for problems (C)
w vanishes on81;
then w = 0.REMARK. In this
general setting, relationship
is determined.PROOF. If suffices to bound the
eigenvalues
of(A)
sincethey
are thelargest. Let lj
be thej-th eigenvalue
of theLaplacian operator
withweight
o = 1 for the
homogeneous
Dirichletboundary
data. From Korn’sinequality
and
(3),
if andwhere
Applying
the obviousgeneralization
of the maximum-minimum character- ization of theeigenvalues by
Courant and Hilbert[1],
The
converging subsequences
exist due tocompactness.
The
completeness
forproblem (A)
of~u(~)~~ ° 1
in followseasily
fromthe
growth
oflie Assume,
togain
acontradiction,
that there exists aw E
H’(Q)
such that z,v ~ 0 and(w, eU(i»)
= 0 for allj.
But the test function
implies
thator from
(9),
is bounded. This is a clearcontradiction,
so w = 0.The
argument
is similar forboundary
conditions(B)
and(C).
0REMARK. The set of
eigenvalues
of the CC1system
map onto the set ofeigenvalues
of the limitsystem.
4. -
Generalizations.
The
arguments
of Theorems 1 and 3generalize
to anequation
of the formprovided
C’6 satisfies(3), (3’)
and there exists a number M such thatfor
oc = 17 ... , n - 1.
Theproofs
also serve to outline a similardevelopment
for a
single uniformly elliptic equation
with thelimiting
matrixA,
where
The results would extend to any
strongly elliptic system provided
aGarding- type [2] inequality
holds. This hasonly
been proven for continuous coef- ficients.Of course, any domain and for which there exists a local co-
ordinate transformation
mapping
them into thesetting
of Lemma1,
canbe
analyzed.
Forexample,
concentriccylinders
with discontinuities in the r-coordinate direction can be handled.5. -
Examples.
The
following
twoexamples
illustrate how .A iscomputed
and are them-selves
interesting.
Suppose
=~i~
for asingle equation
inE3,
For a
system
ofequally spaced isotropic
laminates with Lame constants 2.
andflp, (J
=1, 2,
Then
All other
Aiimq
= 0. A consequence isA1122
--I- so this coeffi- cient matrix istransversely isotropic (hexagonal)
about the x3 axis: therepresentation
of A is invariant under rotations about the x3 axis. This isphysically
reasonable.Acknowledgements.
The author isespecially grateful
to Dr. Leon Simonfor his invaluable assistance and
expertise,
Dr. David M. Barnett for hisencouragement
andcounsel,
and the National Science Foundationthrough
the Center for Materials Research at Stanford
University
for theirsupport
of this research.
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[1]
R. COURANT - D. HILBERT, Methodsof
MathematicalPhysics,
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[2]
L. GÄRDING, Dirichlet’sproblem for
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VIa/2,
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