Step 1. To prove (i), apply Lemma VI-3-8 to pi(x) = 12(x) = p(x), 91(x) = g(x, A1), and 92(x) = g(x, A2). If A2 < A1, then g2(x) > 91(x) on Z(a, b). Hence,
9(x, A2) > 9(x, A1) on a < x < b, since 9(a, A2) = 9(a, Al) = a.
Step 2. To prove (ii), choosing a real number m and a positive number P so that u(x) > m and p(x) < P on I(a, b), determine 0o(x, A) by the initial-value problem
P = 1 + (P(m - A) - 1) sin2(8o), 9o(a, A) = 0.
Then, since g(x, A) > m -A and P > p(x) > 0 for x E I(a, b), -oo < A < +oo and a > 0, it follows from Lemma VI-3-8 that
9(c, A) > 9o(c, A) for a < c < b and - oo < A </+oo.
Observe that v = P tan(Oo) satisfies the differential equation = 1 + (MP A ) v2.
Hence, tan(9o(x, A)) = P(m - A) tan ( mP A (x - a) f for A < m. Note that
tan(9o(x, A)) = 0 if and only if tan I VmP A (x - a)) = 0, i.e.,
m - A
tan(8o(x,A)) = 0
at
P
(x - a) = na
for n=1,2....
and that 9o(x, A) is strictly decreasing with respect to A if x > a (cf. Step 1). Furthermore, since tan(9o(x, m)) = x P a, we must have 0 < 9o(x, m) < 2 for
a < x. Therefore,
()2)
9 m - P
= ntr
for n = 1, 2, ... .
(.)2)
r
Hence,
9 I x, m -
x - a
> na
for n = 1, 2, ... .
Thus, we conclude that acclim 9(c, A) = +oa if c > a.
Step 3. To prove (iii, first notice that 0(c, A) > 0 for -oo < A < +oo, since
0(a, A) = a > 0 and
= P(IX) > 0 if 0 = 0. Choose a positive number M so that
lu(x) sin2(9) + 1
2(e)
< M
on I(a, b).
I
Ax)si n
Then,
dO < M - A sin2(0)
on
Z(a, b).
3. EIGENVALUE PROBLEMS
159
For any positive number 6 such that 0 < a < r - 6, fix another positive number
A(6) so that
M - A sin2(6) < - c-10a
- -
-
for 6<0< r - b
and
A > A(6).
This implies that dO < 0 if 9 = 6. Hence, 9(x, A) > 6 for a < x < c if 9(c, A) > 6,
contradiction. Therefore, 0 < 9(c, A) < 6 for A > A(6). Thus, we conclude that
lim 9(c, A) = 0. 0
+00
Now, using Lemma VI-3-10, we prove the following theorem concerning problem
(EP).
Theorem VI-3-11. Assume that u(x) is continuous on the interval I(a.b) = (x: a < x < b} and that p(x) is continuously differentiable and positive on I(a,b).
Then,
(1) problem (EP) has infinitely many eigenvalues:
AI >A2>...>An >...,
(2)lira An = -oo,
n
(3)every eigenfunction Q,,(x) corresponding to the eigenvalue An has exactly n-1 zeros on the open interval a < x < b.
Proof.
Assume without any loss of generality that 0 < a < r and 0 < 0 < r. Define
9(x, A) by the initial-value problem
(VI.3.11)
p(x)
= 1 + (p(x)(u(x) - A) - 1)sin2(9),
0(a, A) = a,
Tx-
and, then, define r(x, A) by
(VI.3.12)
p(x)d. = (1 - p(x)(u(x) - A))rsin(9) cos(9),
r(a,A) = 1.
Then,
(VI.3.13)
y = i(x, A) = r(x, A) sin(9(x, A))
is a nontrivial solution of the differential equation
(VI.3.14)
d
(P(x)±y) + u(x)y = Ay
ds
d.T
that satisfies the condition y(a)cos (a) - p(a)LY(a)sin (a) = 0. Note that from
(VI.3.11), (VI.3.12), and (VI.3.13), it follows that p(x) A) = r(x, A) cos(9)(x, A).
160
VI. BOUNDARY-VALUE PROBLEMS
The eigenvalues of (EP) are determined by the condition 0(b,,\) = f3 ( mod sr). Since 8(b, A) is strictly decreasing as A +oo and since 8(b, A) takes all positive values (cf. Lemma VI-3-10), the eigenvalues A. are determined by
0(b,,\.) = Q + (n - 1)a,
n = 1,2,... .
Observe that
(I) ¢(x, A) = 0 if and only if 8(x, A) = 0 (mod a),
(II) 2 =p(x) >0if 8=0(mod a).
This implies that 4(x, A) has exactly k zeros on the open interval a < x < b if and only if
kar < 0(b,,\) < (k + 1)7r.
Observe also that
(n - 1)-,r < ,3 + (n - I)a < nn.
Hence, the eigenfunction
45(x,
has n - I zeros on the open interval
a<x<b. 0
Observation VI-3-12. As shown earlier, if u(x) > m and p(x) < P on Z(a.b), then
P
na
> n'rr for n = 1, 2, ... .
b-a
This implies that
(VI.3.15)
/
n,)z
an>m - P(
n = 1, 2,....
b - a
Observation VI-3-13. If u(x) < p and p(x) > p > 0 on I(a.b), determine 81(x, A) by the initial-value problem
p dx = 1 + (p(p
sin2(81),
81(a, A) _ ?r.
Then, since u(x) - A < p - A and p(x) > p > 0 for x E T(a, b), -oo < A < +oo, and a < s, it follows from Lemma VI-3-8 that
0(c,,\) < Oi(c,A) for a < c < b and -00 < A < +oo.
Observe that v = p tan(81) satisfies the differential equation L = 1 + (1f - A) v2.
P
Hence,
tan(81(x, A)) =
1
tan
(x - a)
for a < µ.
Pµ-
P
3. EIGENVALUE PROBLEMS
161
Note that tan(91(x,A)) = 0 at AP2 (x - a) = nrr for n = 1,2,... and
that 01(2, A) is strictly decreasing with respect to A if x > a. Furthermore,
2
for a < x since tan(01(x, {e)) =
x p a
.
Therefore,
7r < 91(x, p) <
na
\2
(X,
p (-
91
xa
I
= (n + 1)ir
for n = 1, 2, ... .
Hence,
P ( nTr
)2)
< (n + 1);r
for n = 1, 2,...
x - a
This implies that
nrr
2
(VI.3.16)
An+2 < p - p G-a
for
n = 1,2,... .
If Al and A2 are determined by
(VI.3.17)
01(b,A1) = Q
and
01(b,A2) = 0 + it,
then Al < Al and A2 < A2. From (VI.3.15) and (VI.3.16) we derive the following result concerning distribution of eigenvalues of (EP).
Theorem VI-3-14. For n > 3, eigenvalues An satisfy the following estimates:
< Iml
if An <
2
(i)
n2
n2
P C b - a) '
and
P(b- a)
2
IµI
rr
2
1
1
<
+
4PCb-a) C1
n
n
n2 +
n2
if
_An>
-P Wa
n2
where in, p, P and p are real numbers such that
P > p(x) > p > 0
and
p > u(x) > m
for x E Z(a, b).
162
VI. BOUNDARY-VALUE PROBLEMS
Remark VI-3-15. Lemma VI-3-8, Lemma VI-10, and Theorem VI-3-11 are also found in (CL, §§1 and 2 of Chapter 8] and [Hart, Chapter XI].
VI-4. Eigenfunction expansions
Let us define a differential operator L[y] = dx (p(z))!LV + u(x)y and the vector
space V(a, b) over the real number field R in the same way as in §VI-2. Also, as in §VI-2, define the inner product (f, g) for two real-valued continuous functions f
b
and g on Z(a, b) _ {x : a < x < b} by (f, g) = J
It is known that the
operator L has the following property:
(f,L[g]) = (L[f],g)
for
f E V(a,b)
and g E V(a,b)
(cf. Theorem VI-2-5). Define a norm of a continuous function on X(a, b) by 11f 11 =
(f, f). Then, 1(f, g)f < Ilf II llgll. The following theorem is a basic result in the theory of self-adjoint boundary-value problems.
Theorem VI-4-1. Let Al and A2 be two distinct eigenvalues of the problem
(EP)
L[y] = Ay,
y E V(a, b).
Let r11(x) and r}2(x) be eigenfunctions corresponding to Al and A2, respectively.
Then, (rll,rh) = 0.
Proof.
Note that (r71,L[r12]) = A2(rh,g2) and (Ljrll1,rh) = Al(rl1,rn). This implies that
A2(r11, r12) = AI (r11, r12). Therefore, (r1i, r12) = 0 since Al 0 A2 0
It is known that problem (EP) has real eigenvalues
Al > A2 > ... > An > ...
( lien An = -co).
n-++oo
Let r)1(x),*2(x),-. . ,
be the eigenfunctions corresponding to Al, A2,...
such that 11,11 = 1 (n = 1, 2, ... ). Theorem VI-4-1 implies that (' h,''m) = 0 if h # k. From these properties of the eigenfunctions rjn, we obtain
k
k
11f - >(f,vh)T1hII2 = Ilfll2 - E(f.rlh)2 > 0
h=1
h=1
and hence
+oo
E(f,7,lh)2 < IIffl2
(the Bessel inequality)
h=1
for any continuous function f on Z(a, b).
In this section, we explain the generalized Fourier expansion of a function f (x) in terms of the orthonormal sequence {rl (x) : n = 1,2,... }. As a preparation, we
prove the following theorem.
4. EIGENFUNCTION EXPANSIONS
163
Theorem VI-4-2. Let µo not be an eigenvalue of (EP) and let f (x) be a contin- uous function on Z(a, b). Then, the series
(f, 1h)t1h(x) h=1 Ah - Jb
is uniformly convergent on the interval Z(a, b).
Proof
Define a linear differential operator Go by £o[yl = G[yl - poy. Then, there exists Green's function of the boundary-value problem
(BP)
Go [y1 = f (x),
y E V (a, b)
such that the unique solution of problem (BP) is given by
b
y(x) = J.
(cf. §VI-2; in particular, Observation VI-2-3). Define the operator G[f[ by
b
G(f 1 = (G(x, ), f) = J G(x, Of WA
for any continuous function f(x) on 1(a, b). Since Go[g[f]l = f, we obtain
where K is a positive constant such that J!G(x, ) Il < K on 1(a, b). Finally,
I
12
the Bessel inequality implies that
Jim
(f' nh)nh(x) l = 0 uniformly on
T(a, b). 0
li,ls-+oo
h=lj,
- 110
Now, we claim that the limit of the uniformly convergent series of Theorem VI-4-2 is equal to 9[f].
164 VI. BOUNDARY-VALUE PROBLEMS
Theorem VI-4-3. For any continuous function f (x) on Z(a, b), the sum
+00 (h,nh)
is equal to 9[f].
Proof
Set 91 (f ] = 9 If, - 1: (f, TO 17h . Then, it suffices to show
h=1=1 Ah - PO
(VIA. 1)
lim IIGe[f111 = 0
for every continuous function f (x) on Z(a, b). We prove (VIA.1) in four steps. Without any loss of generality, we assume that Ah - uo < 0 for h > t . Also, note that
(VI.4.2)
(f,9e[9]) = (94f1,9)
for any real-valued continuous functions f and 9 on Z(a, b). Step 1. It can be shown easily that Gr[>jh] = chrjh, where
for
Ch =
for
h = 1,2,... ,e,
h > t.
Let y be an eigenvalue of 9t and let ¢(r) be an eigenfunction of 9t associated with
Step 3. In this step, we prove that - sup I (Gt If], f) I is an eigenvalue of Gt. To
IlfI1=1
do this, set c = sup I(Ge[f], f)I. Note first that c > I(Gt[ne+I],ne+i)I = Ice+II >
Ill 11=1
inf (Gt[f], f). Suppose that
0. Also, note that c = sup (911f], f) or -c =
Iif11=1
[if U=1
c = sup (9t If], f ). Then, there exists a sequence f (j = 1, 2.... ) of continuous
11111=1
functions on T(a, b) such that lim (Gt[ fi], fi) = c and IIf, II = 1(j = 1, 2, . . . )
Since {Gt[ fj] : j = 1,2.... } is bounded and equicontinuous on T(a, b), assume without any loss of generality that lim Gt[ f)] = g E G(a, b) uniformly on T(a, b).
11 9t [f, I - cfj II = 0 and, hence, Um 119 - c f j II = 0. Thus,
)+oo
j- +00
Gt[g] = cg. Also, from (VI.4.4), it follows that IIgII2 = c2 > 0. Therefore, c must be an eigenvalue of Gt. However, since all eigenvalues of Gt are nonpositive, this is a
contradiction. Therefore, -c = inf (91 [fit f ). We can now prove in a similar way
Illil=l
that
1
-c = ct+1 =
),ttl - µ0
Step 4. Since sup IIGt[f]II =
1
, we conclude that lien sup I191[f]II = 0
11111=1
!Lo - t+1
t-'+0°1!11!=l
and the proof of (VI.4.1) is completed.
The following theorem is the basic result concerning eigenfunction expansion.
+00
Theorem VI-4-4. For every f E V(a, b), the series f = 1: (f, nh)nh converges to
h=1
f uniformly on T(a, b).
Proof.
Set g = .Co[f], then f = g[g]. Therefore,
f =
+00
+C0
(9+17 h)17h
= 1:
(GO[J]+nh)nh
h=1
Ah - {b
h=1
Ah - 110
+00
(1 £ofrlh])r)h
+00
_
_
>(f, rlh)rlh
ah _
h=1
h=1
166 VI. BOUNDARY-VALUE PROBLEMS
For every continuous function f on 1(a, b) and a positive number e, there exists an f, E V(a, b) such that 11f - fe II <_ e. Since
t
t
t
f - (f, 77h)rh = f - ff + fe - 1: (ff,17h)nh + 1: (ff - f, 17077h,
/
h=1
h=1
h=1
C
we obtain lim I f -
(f , 7nh )T7h l = 0. Therefore, f = 0 if (f, Tjh) = 0 for h =
t-.+00
h=1
1, 2,.... This proves the following theorem.
Theorem VI-4-5. If a continuous function f on 1(a, b) satisfies the condition
U, 17h) = 0 f o r h = 1, 2, ... , then f is identically equal to zero on the interval
1(a, b).
Remark VI-4-6. Also, we have
+00
j11112 = >(f, rth)2
(the Parseval equality).
h=1
Furthermore, this, in turn, implies that if f (x) and g(x) are continuous on 1(a, b), then
h=1
Example VI-4-7. Using the eigenvalue problem
= Ay, y'(0) = 0, y(a) = 0,
dX2
we construct an orthogonal sequence {cos(nx) : n = 0, 1, 2.... } of eigenfunctions.
00
This yields the Fourier cosine series a2-° + Ean cos(nx) of a function f (x), where
2
n=1
an =
r*
J
f(x) cos(nx)ds. By virtue of Theorem V1-4-4, this series converges
a o
uniformly to f (x) on 1(0, 7r) if f (x) is twice continuously differentiable on 1(0, zr) and f'(0) = 0 and f'(Tr) = 0.
Example VI-4-8. Using the eigenvalue problem d = Ay, y(O) = 0, y(7r)
= 0, we construct an orthogonal sequence {sin(nx) : n = 1,2,...l of eigenfunc-
00
tions. This yields the Fourier sine series >bn sin(nx) of a function f (x), where
f/
n=1
bn =
f (x) sin(nx)ds. By virtue of Theorem VI-4-4, this series converges
a o
uniformly to f (x) on 1(0, ir) if f (x) is twice continuously differentiable on 1(0, ir) and f (0) = 0 and f (a) = 0.
Example VI-4-9. If f (x) is twice continuously differentiable on Z(-ir, ir), f (-vr) _
f (ir), and f'(1r) = f'(-7r), set fe(x) = 2 if (x)+f (-x)] and fo(x)
[f (x)-f (-x))
4. EIGENFUNCTION EXPANSIONS
167
Then, fe satisfies the conditions of Example VI-4-7, while fo(x) satisfies the conditions of Example VI-4-8. Thus, we obtain the Fourier series
cc
ao +
[an cos(nx) + bn sin(nx)],
n=1
where an =
* f (x) oos(nx)ds and bn = ! Jr
f (x) sin(nx)ds. The Fourier
7r
J
series converges uniformly to f (x) on Z(-7r, 7r).
Remark VI-4-10. The Fourier series of Example VI-4-9 can be constructed also
from the eigenvalue problem L2 = Ay, y(-7r) = y(7r), y'(-7r) = y'(ir). Including
this eigenvalue problem, more general cases are systematically explained in [CL, Chapters 7 and 11]. For the uniform convergence of the Fourier series, it is not necessary to assume that f (x) be twice continuously differentiable. For example, it suffices to assume that f (x) is continuous and f'(x) is piecewise continuous on
1(-7r, 7r), and f (7r) = f(-7r). For those informations, see [Z].
Remark VI-4-11. The results in §§V1-2, VI-3, and VI-4 can be extended to the case when p(x) is continuous on 1(a, b), p(x) > 0 on a < x < b, and p(a)p(b) =
0 under some suitable assumptions and with some suitable boundary conditions.
Although we do not go into these cases in this book, the following example illustrates such a case.
Example VI-4-12. Let us consider the boundary-value problem
d f_dy . _
(VI.4.5)
y(x) is bounded in a neighborhood of x = 0, and y(l) = 0,
where u(x) and f (x) are real-valued and continuous on the interval 1(0, 1).
Step 1. Consider the linear homogeneous equation
(VI.4.6)
(X2idv)
+ u(x)v = 0
d
on the interval 1(0,1). Since 1 and logs form a fundamental set of solutions of
the differential equation ± (xdx = 0, a general solution of (VI.4.6) can be
constructed by solving the intergral)equation
v(x) = c1 + C2 109X +
10
(logs)10 u(C)V(4)dC,
0
where c1 and c2 are arbitrary constants. In this way, we find two solutions O(x) and
-i(x) of (VI.4.6) such that O(x) and 4'(x) are continuous on 1(0,1), lim O(x) = 1,
and lien x¢'(x) = 0, whereas tI'(z) and tY(x) are continuous for 0 < x < 1, r_0+
lim (O(z) - logs) = 0, and urn (xo'(x) - 1) = 0. In general, this step of analy-
0+
z-+0+
sis is very important. The behavior of solutions at x = 0 determines the nature of eigenvalues of the given problem. Denote also by p(x) the unique soltion of (VI.4.6)