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158

VI. BOUNDARY-VALUE PROBLEMS

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,

whereas9(c,A) <a-10<r-10<0if 9(x, A)>6fora<x<c. Thisisa

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

(I,G[.1) = (4[9[f)), 9191) = (9[f], 4191911) = (9[fl,9)

for any continuous functions f (z) and g(x) on Z(a, b). Also, since Go[rlh1 = c[nh1

A01% = (Ah - l'o)llh, we obtain 9['7h] = Ahr1hUO . Hence,

(f, rlh)ghI

 

lz

lz

< K

(f, '1017h = K

(f, ih)2,

 

h=l,

h=11

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

y. Then, ¢ E V(a,b), 11011 # 0, and y¢ = 9[41 -

(0, 17017h .

Also, (VI.4.2)

An - go

h=1

 

implies that (0,9471h]) = (91'101,170. Hence, ch(¢, nh) = y(¢, nh) Consequently,

(¢, rjh) = 0 if y 0 ch. Therefore, (¢, rjh) = 0 for h = 1, ... , I and y¢ = G[¢] if y 96 0. Hence, either y = O or y = ch (h > P).

Step 2. In this step, we prove that

(VI.4.3)

sup 1190JI1 = sup 1(911f1.f)I-

 

uni=1

nfa=1

In fact,

the inequality I(9e[f),f)1

5 11Ge[f]IIIIfII implies sup 1I9t[f111 >-

 

 

ufu=1

sup 1(91[f],f)I Also, since (Ge[f ±9],f ±9) = (911f],f)+(9t[9],9)±2(9t[f],9),

Of H=1

we obtain

4(91[f],9) = (91 [f+9) ,f+9) - (9e[f-9],f-9)

< ( sup l(Ge[w], w)I (IIf + 9II2 + If - 9112) lH'°t=1

= 2 sup I(9e[wj,w)l (11f112+119112).

N++ N=1

 

4. EIGENFUNCTION EXPANSIONS

165

Suppose that 9t[f]

0 and IIfIII = 1, and set g =

Gt[f]

 

Then, IIGe[f]II -

 

 

IIGt[f]II'

Thus, the

sup I (Gt[w], w)I.

This shows that sup 119t[f]II

sup I (Gt[f]+f )I

IIwIl=1

11!11=1

I1I11=1

 

proof of (VI.4.3) is completed.

 

 

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).

Let us look at

-.+00

 

(VI-4.4) IIGt[fjI - cf,

II2 = I1Gt[fj]II2 + c2 - 2c(Gt[f,], f,) <- 2c2 - 2c(Ge[fjl , fi).

This implies that lim

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)

such that p(1)=0andp'(1)=1.