Acoustic and electromagnetic scattering analysis using discrete sources VII systems of functions in electromagnetic theory Acoustic and electromagnetic scattering analysis using discrete sources VII systems of functions in electromagnetic theory Acoustic and electromagnetic scattering analysis using discrete sources VII systems of functions in electromagnetic theory Acoustic and electromagnetic scattering analysis using discrete sources VII systems of functions in electromagnetic theory Acoustic and electromagnetic scattering analysis using discrete sources VII systems of functions in electromagnetic theory
Trang 1VII
SYSTEMS OF FUNCTIONS IN ELECTROMAGNETIC THEORY
In this chapter we will analyze complete and linear independent systems of functions for the Maxwell equations We will construct complete systems
in £tan('S') and in the product space fi^anC'^)- Complete systems in ^^anl-^) will be used to solve the exterior Maxwell and the impedance boundary-value problems, while complete systems in Xl^an('S') will be employed to solve the transmission boundary-value problem
We begin our analysis by presenting some fundamental results on the completeness of the localized spherical vector wave functions To preserve the completeness at irregular frequencies, linear combinations of these func-tions will be considered We then pay attention to the systems of localized vector multipoles In Chapter 9 we will apply these results to axisym-metric geometries by taking into account the polarization of the external excitation We will then proceed to analyze the completeness properties
of the systems of distributed sources We start with the spherical vector wave functions and vector multipoles distributed on a straight line Our analysis is based on the addition theorem for spherical wave and vector wave functions The next sections concern the completeness of the system
of magnetic and electric dipoles and the system of vector Mie potentials with singularities distributed on auxiliary closed and open surfaces These
137
Trang 2functions are suitable for analyzing the scattering by particles without
ro-tational symmetry The last section of this chapter deals with the linear
independence of these systems
1 COMPLETE SYSTEMS OF FUNCTIONS
The completeness properties of the systems of discrete sources are of
pri-mary interest since they provide a means for approximating the exact
solu-tions to the scattering problems For instance, the set of radiating spherical
vector wave functions is known to be complete in /^tanC*^)- Consequently,
any radiating solution to Maxwell equation can be approximated uniformly
in closed subsets of Dg and in the mean square sense on 5 by a sequence
of linear combinations of spherical vector wave functions In this section
we will present these basic results for localized and distributed sources
1.1 Localized spherical vector wave functions and vector multipoles
We begin our analysis by defining our notations The independent solutions
to the vector wave equations
V x V x X - f e 2 x = o (7.1) can be constructed as
Mii?.(x) = V«ii?,(x) X X, Nii^Jx) = i v X M^i^Jx), (7.2)
where n = 1,2, , m = —n, ,n, and in spherical coordinates the uj^^
are the spherical wave functions The specific forms of the spherical vector
wave functions are
where {er^eg^e^) are the unit vectors in spherical coordinates The
super-script *r stands for the regular spherical vector wave functions while the
superscript '3' stands for the radiating spherical vector wave functions It is
useful to note that for n = m = 0 we have MJJ? = NQJ? = 0 Mj„^, N^ IS
an entire solution to the Maxwell equations and M^^, N ^ ^ is a radiating
solution to the Maxwell equations in R^ - {0}
Trang 3The spherical vector wave expansion of the dyadic ^I is of basic portance in our investigation It is
[ -f Irrotational terms, |y( < |x|
where the normalization constant Dmn is given by
2n + l (n-|m|)!
•^mn —
4n(n + l) (n+|m|)!" (7.5)
Using the calculation rules for dyadic functions and the identity ag = a-^I
we find the following simple but useful expansions
Trang 4We are now in the position to establish the completeness results for the systems of spherical vector wave functions
T H E O R E M 1.1: Let S be a closed surface of class C^ with unit outward
normal n Then the following systems of vector functions
for n = 1,2, , m = - n , ,n, and a € C^^ni'^)- Consider the vector field
£ = {j/k)V X V X Aa' with density a' = n x a* For x € £>[, where D [ is the interior of a spherical surface S^ enclosed in i?i, we have
The closure relations show that £ = 0 m Di, Application of theorem 2.2
given in Chapter 6 finishes the proof of (a)
Trang 5The second part of the theorem corresponding to the case fc ^ <j(A)
follows from theorem 2.3 of Chapter 6 and the above arguments Let us
consider the case k G cr{Di) It has to shown that for a 6 C^g^ni^)^ the
gives a ~ 0 on 5 Before we present the proof we note some basic
re-sults The nuUspace of the operator ^I -{- M corresponds to solutions of
the homogeneous interior Maxwell problem, that means N (^ J -f M) = 3W,
where 9Jl stands for the linear space
if k is not an interior Maxwell eigenvalue, and
d i m N (^I-hM\ = d i m N (^I + M'^ = rriM (7.14)
if k is an eigenvalue If {hj}^Jl is a basis for N ( ^ J - f A1') and E^ =
VxAfe^xn and Hj = {l/jk)V x E^, then b^ = n x (n x Ej^) on 5 ,
and the tangential fields a^ = n x H*^., j = l, ,mM, form a basis for
N ( i j + A t ) Furthermore, the matrix T M = [T^] , T^ = (afe,bj), kj
= 1, , TUM, is nonsingular Coming to the proof we define the vector fields
£ and Hhy £ = ij/k) V x V x Aa' and W = V x A a s where a' = n x a*
Prom (7.10) we obtain £ = H ^ 0 in Ds^ Going to the boundary and
proceeding as in the proof of theorem 2.2 given in the precedent
chap-ter we find that a'^ai^ e Cf^n,d('S') where ( i j - f A < ) a ( ) = 0 Therefore
ag = X^fe!^ cKfeafc Finally, the closure relations (7.11) yield a '^ 0 on 5
Trang 6If instead of the system {n x a ^ } ! ^ we consider the system {n x hj}^J[,
from /ao'bjdS = 0, j = l, ,mM, we obtain X)r=^ ^fc (^fc»*^j> = ^^J
vanishes in Di Theorem 2.4 of Chapter 6 concludes the proof of (c)
To prove (d) we use essentially the same arguments and the result of
theorem 2.5 given in the precedent chapter
In addition to the completeness results stated in theorem 1.1 we
men-tion that the system
Trang 7for n = 1,2, , m = —n, ,n, and a G£tan('^)- Using the definition of the adjoint operator with respect to the L^ bilinear form we rewrite the
closeness relations as
(7.20)
n = 1,2, , m = - n , ,n, where a' = a* The completeness of the
radi-ating spherical vector wave functions in £tan('S') yields {^I-\- M^) a' = 0 almost everywhere on S Therefore ( | l ~ M) (n x a') = 0 almost every-
where on 5 and employing the same arguments as in theorem 2.2 of
Chap-ter 6 we receive n x a ' ' ^ ^ n x a o € C^^ndi"^)- Using this and the fact that
k ^ (T{Di) we deduce that V x Anxa;, vanishes in A - Theorem 2.2 of the
precedent chapter may now be used to conclude
Next we will analyze complete systems of vector functions in the
prod-uct space £?an(5') = C^a,n{S) X >C?an(5') We recall that £'^{S) is a Hilbert
space endowed with the scalar product
and obviously £tan('S') is a subspace of £^(5)
THEOREM 1.2: Let S be a closed surface of class C^ with unit outward
normal n Then the system of vector functions
Proof: It has to shown that for
tions (iO € £tan('S') *^he closure
Trang 8n = 1,2, , m = —n, ,n, gives Si '-^ 0 and a2 ^ 0 on 5 Setting a i =
We now turn our attention to the general null-field equations for the
exterior Maxwell boundary-value problem The following theorem states
the equivalence between the null-field equations formulated in terms of
spherical vector wave functions and the general formulation (6.103)
Proof: The proof follows from the vector spherical waves expansion
of the electric field
5 = - V X Aeo + ^ V X V X A,,, (7.25)
Trang 9inside a sphere enclosed in Dj
The unique solvabihty of the null-field equations (7.24) follows from
the completeness of the system of vector functions given by theorem 1.1
Let us consider the general null-field equations for the transmission
boundary-value problem We have the following result
n = 1,2, , m = —n, ,n, where the radiating spherical vector wave
func-tions are defined with respect to the wave number kg, while the regular
spherical vector wave Junctions are defined with respect to the wave
num-ber ki Then e and h solve the general null-field equations (6.113) and
conversely
Proof: The proof of the theorem is provided by the spherical vector
wave expansions of the electric fields
^ = V X A | _ , „ + ^ V X V X A|_-,^ (7.27) and
Si = VxAi-\- 7 ^ V X V X A i (7.28) inside a sphere enclosed in Di and outside a sphere enclosing Dj, respec-
tively
Trang 10The completeness of the system of vector functions given by theorem
1.2 impUes that the particular null-field equations are uniquely solvable in
£?an(5)
Let us now investigate the completeness properties of the systems of
magnetic and electric vector multipoles In Cartesian coordinates they are
defined by
Mj^3„p(x) = i v X («ii?.(x)ep) , Nklpi^) = ^ V x Ml^„^{x), (7.29)
where p = 1,2,3, n = 0,1, , m = —n, , n, and Cp denote the Cartesian
unit vectors Note that Mj^^^p, ^Innp ^^ ^^ entire solution to the Maxwell
equations and Mj^^p, 'N^^p ^s a radiating solution to the Maxwell
equa-tions in R 3 - {0}
Accounting of the series representation of the Green function and the
identity
(Vx X (a(y)y(x,y,fc))] • Cp = (a(y) x Vyp(x,y,fc)) • Cp
= - a ( y ) - [ep x Vyp(x,y,fc)] = [Vy x (epp(x,y,fc))] • a(y), x 7^ y,
Analogously, we use the identity
[Vx X Vx X (a(y)5(x,y,A;))] • ep = {Vx x [a(y) x Vyg(x,y,/i;)]} • ep
= [- (a(y)-Vx) Vyg{x,y,k) + a(y)Vx • (Vy^Cx,y,A))] • ep
= [(a(y)-Vy) Vy5(x,y,fc) - a(y)Ay5(x, y,A;)] • Bp
= [(ep-Vy) Vyff(x,y,A;) - epAy^(x, y,A;)] • a(y)
= - {Vy X (ep X Vy5(x,y,fc)]} • a(y)
= [Vy X Vy X (ep5(x,y,A;))) • a(y), x ^ y,
(7.32)
Trang 11to derive the expansion
The following theorem establishes the completeness of the localized
electric and magnetic vector multipole systems in £?an(*5)*
normal n Then the following systems of vector functions
Trang 12Proof: We consider (a) Let a € Cl^^{S) satisfy
/ a - ( n x N ^ „ , ) d 5 = 0 p = 1 2 , 3 , „ = 0,l, ,™ = - „ , , n (T.34)
Define the electric field £ hy S = {j/k)V x V x A a s where a' = n x a*,
and let S^ be a sphere enclosed in Di For x € -D[, where £)[ is the interior
Going further, we see that the closeness relations for the regular electric
and magnetic vector multipoles imply £ = 0 in Dg and W = 0 in D^,
respectively Hence, theorem 2.3 of Chapter 6 accounts for the first part of (b) The proof of the second part proceeds as in theorem 1.1
To prove (c) and (d) we use essentially the same arguments and the results of theorems 2.4 and 2.5 given in the precedent chapter
The following theorem is the analog of theorem 1.2
normal n Then the following systems of vector functions
Trang 13for p = 1,2,3, n = 0,1, , m = - n , ,n Setting a'^ = n x aj and
Theorem 2.6 of Chapter 6 can now be used to conclude Turning to the
second part of the theorem we remark that the closure relations lead to
V X At)' 4- r ^ V X V X At)' = 0 in A , , (7.39)
Once again application of theorem 2.6 given in Chapter 6 finishes the proof
of the theorem
Next, we will formulate the null-field equations in terms of magnetic
and electric vector multipoles We begin with the exterior Maxwell
for p = 1,2,3, n = 0,1, , m = —n, ,n Then hg solve the general
null-field equation (6.103) and conversely
Proof: To prove the theorem we define the electric and magnetic fields
S and H by
5 = - V X Aeo + | v X V X A,,,, W = - i v X f (7.42)
and use the spherical wave expansions of the projections E-^p and Wcp,
p = 1,2,3, inside a sphere enclosed in Dj
Trang 14Proof: _The proof follows from the spherical wave expansion of the
projections Es,i • Cp and W«,t • ep, p = 1,2,3, where
(7.45) and
5, = V X Ai + - j ^ V X V X A i , Wi(x) = T T ^ V x ^^(x) (7.46)
Trang 151.2 Distributed spherical vector wave functions and vector multipoles
We begin our analysis by presenting the ađition theorems for spherical
scalar and vector wave functions These theorems were formulated by
Friedman and Russek [63], Stein [136] and Cruzan [36] We note here that
the translational ađition theorems are of vital importance in the multiple
scattering theory of waves (see, ẹg Bruning and Lo [18] and Wang and
Chew [154]) At the same timẹ Chew et al [27] used translation
formu-las in fast-scattering algorithms to reduce the computational complexities
of volume integral equations These scattering algorithms, have in turn,
brought about renewed interest in the development of efficient ways to
com-pute the translation coefficients of scalar (see Chew [23]) and vector (see
Chew and Wang [25]) wave functions
To this end let us consider a point x 6 R^ which has the spherical
coordinates (r, 0, v?) with respect to a coordinate system having the origin
at the point Ọ Let us introduce a second coordinate system with the
origin at the point Ó, whose coordinates are (rc^ôV^o) ^^^^ respect to
Ọ The set of spherical coordinates [r\0\(p') is introduced with respect
to the second coordinates system, such that the polar axis, ^' = 0, and
the azimuthal axis cp' = 0, are respectively parallel to the corresponding
axes, 0 = 0 and (f = 0 This is then a rigid translation of the coordinate
system as it shown in Figure 7.1 The ađition theorem for spherical wave
X y j j''ắ"> —'m'\p, n, n')
p
(7.48)
Trang 16FIGURE 7.1 Coordinate translation
and the normalization constant
m > 0
^ ^ ( n - f | m | ) ! '
(7.49)
5|m|
has been introduced to assure the equivalence P^ = CmnPn • Here, P^
stand for the Legendre functions with positive and negative values of the index m The coefficients ặ) are defined by the spherical harmonics ex-pansion theorem
Trang 17we obtain
(2n' -h l)ăm, -m'\p, n, n') = ( - l ) " ' ( 2 p -f l)ăm, m' - m|n', n,p); (7.53)
whence ^J^^i/ = B^Jl^, follows An inspection of (7.47) reveals that for
r' > ro the translation coefficients are identically for any dependence on
position (z^{kr) or z^{kr))
We will now derive an integral representation for the translation
ađi-tion coefficients The departure point is the plane wave integral
represen-tation of the regular spherical wave functions, ịẹ
t^mn(x) = jn{kr)PJr^ {cos 0)ê^^
1 ^}^ (7.54)
= ^ _ / / p}r^{cosP)ế^''ê^"'smPdPda,
0 0
where a and /3 are the angular spherical coordinates of the wave vector k
Using the spherical wave expansion of the plane wave
oo n'
n ' = O m ' = — n '
(7.55) and the identity exp(jk • x) = exp(jk • XQ) exp(jfk • x'), we obtain
Note that the expansion (7.55) is a uniformly convergent series and hence
when it is substituted into equation (7.54) the order of summation and
integration can be interchanged We also remark that the expansion (7.56)
is valid without restriction on the relative size of r' and TQ The integration
with respect to the azimuthal angle a can be analytically performed by
using the representation
k • xo = fcpo sin /? cos(a — <Po) + kzo cos (3 (7.58)
Trang 18and the identity
As mentioned before, the representation (7.62) is valid for the
transla-tion coefficients of the radiating spherical wave functransla-tions in the case r' > TQ
This result can also be established by using the concept of quasi-plane
waves To show this let us consider the plane wave integral representation
of the radiating spherical wave functions
2ir 7r/2-j(x>
<ni^)=^J J P}rHcos/3)ế^'^ế' sm0dl3dạ (7.63)
0 0
The representation (7.63) is valid for 2 > 0, since only then the integral
converges Let us recall the definition of the quasi-plane wave Q(x, k) For
^ > 0 it is
27r n/2-joo
Q{x,k)=f f Ău;,a;')ế^'"sin/3'd/3'dá, (7.64)
Trang 19Ăa;,a;') = 6{a - á)5(cos^ - cos^O- (7-66)
The expansion of quasi-plane waves in terms of radiating spherical wave
functions is
Q(x',k) = f ; f2 2r'V,n,n.Pl?'\cos0)ẽ^^'"ul,M)- (7.67)
n ' = O m ' = — n '
The function Ău;,a;') allows to formally analytically continue a function
/ ( a , /3), defined for real a and /? onto the complex values of/? In particular
written as
ul^ix) = ^ y y*/^-l(cos/3)ê ế^-^"Q(x',k)sin/?d/?dạ (7.70)
0 0
Inserting (7.67) into (7.70), and assuming that we can interchange the order
of summation and integration we get
oo n'
3
Trang 20where A!^?^, is given by (7.57) Thus, the proof of our assertion is
com-pleted
We now pay attention to the vector case The standard technique
for deriving the translation formula is to start from the definition of the
spherical vector wave functions and to use the addition theorem for scalar
wave functions We obtain
and the remainder of the analysis then consists in expressing the vector
quantity Vum'n' x XQ in terms of M ^ ' n ' and Nm'n'- Using the
orthogonal-ity properties of the spherical vector wave functions and making some
ap-propriate changes in certain of the summation indices, we find after lengthy
calculations that the addition theorem under coordinate translation has the
where the explicit expressions for A!^?^, and B^J\^, can be found elsewhere
(see, e.g Stein [136])
As in our previous analysis we will now derive integral representations
for the translation coefficients A!^?^, and B^/^/ To this end let us consider
the plane wave integral representation of the regular spherical vector wave
functions
0 0 (7.74)
+ J>k"''(/?)ea] e^*'''e^"'°'sm(3d0da
Trang 21and
2n TT
•" 0 0 (7.75)
+ jm7rlr'(/3)e„] ế^^'eJ'""sin/3d/3da,
where TTIT'C^) = PI"*'(cos/?)/sin/? and rL'"'(/?) =dPl"''(cos/3)/d/J
We concentrate on the representation of M^„ and define the
polariza-tion vector ê„ by
ê„ (Q, /3) = mTrJTl (/?) ê + jriTl (/3) e , (7.76) Clearly, ê„ • k = 0, and making use of the spherical wave expansion of the
a-i;, (a,;3) = -4i"'+i [mm'Trk'"! (/3)7rl,7'l (^) + rL'"l (/?)rL7'' (/?)] e"^-'-,
6-r„, (a,/?) = -4j"'+i [mTrl'"! (/?)T^T'I (^) + m'rt^ (/?)TrL?'' (/?)] e-^-'",
(7.78)
we obtain
M L ( x ) = f ; J2 ^rn'(xo)Mj„,„,(x') + Br„'(xo)Nj„'„-(x'),
(7.79) with
^ r n ' ( x o ) = ^ £ » w / / [ m m ' 7 r L ' " l ( / ? ) 7 r J , 7 ' l ( / 9 )
0 0 (7.80)
•f rn (/?)r|;?''(/?)] e-?'(^-"^')^ê*^-^o sin/3d/?dQ;
Trang 22mVir'(/?)7ri7''(/?)] ế^^o ^^«^ sin^d/?
If the translation is along the ^-axis the double summation reduces to a single summation over the index n' and we have
Trang 23FIGURE 7.2 The support of multiple spherical vector wave functions
In the case r ' > ro , the addition theorem for radiating spherical vector wave
functions contains the same translation coefficients A^, and 6JJJ"/ This is
obvious, from the derivation leading to (7.73), and the fact that the addition theorem for the scalar case involves the same translation coefficients for regular and radiating functions
We are now well prepared to present the completeness results of this section Since the localized spherical vector wave functions are complete
on the particle surface it seems to be possible to approximate surface fields
by a number of sequences of spherical vector wave functions with different origins These expansions do indeed provide enough freedom to solve ge-ometrically complicated problems In this context, let us consider a finite
sequence of poles {xop} ^ ^ distributed inside Di and let us define the set
of multiple spherical vector wave functions by
Mj^3,p(x) = M ^ ^ J x - xop), Ar^'^p(x) = N^^^Jx - xop), (7.86) where p = 1,2, ,P, n = l,2, ,m = - n , ,n Clearly, A 4 ^ „ P , A/'^J.^p is an entire solution to the Maxwell equations and A<^„p, A/'^^^p is a radiating solution to the Maxwell equations in R^ - {xop} The distribution of the poles is shown in Figure 7.2
Then we can state the following theorem
{xop} J be a finite collection of poles inside Di Replace in theorem 1.1 the localized spherical vector wave functions M^J^ and N^J^, n = 1,2, , m =
—n, , n, by the multiple spherical vector wave functions M^^ip ^'^^-^mnp^
p = 1,2, ,P, n = 1,2, ,m = —n^, n, respectively Then, the resulting systems of vector functions are complete in C^ani^)-
Trang 24Proof: We prove only (a) Let a G >C^an('S') and fix the pole p Then, for any e > 0 there exists the integer Np = Np{e) and the coefficients dmnp and 6mnp, n = 1,2, jATp, m = - n , ,n, such that a / P can be ap- proximated by linear combinations of localized functions n x M^^^p ^^^
n X N^rip with an approximation error smaller than e/P Thus, for a
col-lection of poles {xop} ^ 1 the triangle inequality may be used to conclude Using similar arguments we can prove the following theorem which establishes the completeness of the multiple spherical vector wave functions
in the product space
re-place in theorem 1.2 the localized spherical vector wave functions M ^ ^ and N^Jj, n = 1,2, , m = —n, , n, by the multiple spherical vector wave functions M'^r^^p (^^^ J^mlpj P = 1,2, ,P, n = l,2, ,m = - n , , n , re- spectively Then, the resulting systems of vector functions are complete in
Let us now extend the system of distributed spherical wave functions
to the vector case For the time being we consider a set of points {zn}^^i
distributed on the 2;-axis, and define the set of distributed spherical vector wave functions by
Mkii^) = M ; ^ 5 „ | + , ( X - znes), ^r^'„{x) = N ^ 5 ^ | + , ( x - z„es), (7.87)
where n = 1,2, ,m E Z, and / = lif m = 0 and / = Oif m 7^ 0
M}nni -^mn ^^ ^^ entire solution to the Maxwell equations and M^^^ -^mn
is a radiating solution to the Maxwell equations in R^— {2:ne3}
Then, the following result holds
z
is a segment of the z-axis Assume S is a surface of class C^ enclosing F^ Replace in theorem 1.1 the localized spherical vector wave functions M^Jj and N^Jj, n = 1,2, ,m = —n, ,n, by the distributed spherical vector wave functions M^^ andM^^^n = 1,2, , m G Z, respectively Then, the resulting systems of vector functions are complete in /^tan('5')-
Trang 25FIGURE 7.3 The support of distributed spherical vector wave functions and the
auxiliary surface S^
Proof: We consider (a) We have to show that for a € ^tanC'^') the
set of closure relations
Figure 7.3 For a fixed azimuthal mode m we use the addition theorem for spherical vector wave functions to rewrite the closeness relations as
fmizn) = y"a*(y)- [n(y) x M ^ , | „ | + , ( y - Zn^s)] d 5 ( y )
Trang 26an-n = 0,1, , where the superscript an-n an-now dean-notes the derivative of order an-n with respect to z Explicitly we have
/i")(0) = Yl Ann' / a ' ( y ) - [n(y) x M ^ „ , ( y ) ] d5(y)
Trang 27rm
TT
= / cos^ 0 sin'^^l /? P^r' (cos /?) sin /?d^, (7.98)
with n = 0,1, , n' > max(l, |m|) Note, that in (7.96) and (7.97) we set
by convention /!!\^„/ = 0 The integral / ^ / can be computed as follows
Trang 28Integration by parts and the recurrence relation
for n = 0,1, , n' > max(l, |m|) Therefore, using the series expansion of
the spherical Bessel functions we arrive at
rm w ^ i , n - ^ , n , - n ( ^ ^ + H ) ! ( - l ) ^ ^ ' - ' ( n - 4 - A : ) ! n !
(7.105) The coefficients / ^ , are nonzero if, for a fixed azimuthal mode m and a
given pair {n,n^), there exists an integer k, k = 0,1, , such that 2k =
n - n' -f |m| Consequently, A"^)^, = 0 for n' > n -f 1 and m = 0, while
Ấ^, = 0 forn' > n -f \m\ and m ^ 0 Similarly, B;;;,, = 0 for m = 0, and
B;^^, = 0 forn' > n + |m| - 1 and m^Ọ Thus, from (7.88) we obtain
for n' > max(l, |m|) The completeness of the localized spherical vector
wave functions now concludes the proof of (a) In an analogous manner we
can prove the rest of the theorem
Complete systems in the product space £?an('^) ^^^ given by the
fol-lowing theorem