Math 509 Final Exam Solutions by Jerry L. Kazdan, Exams of Advanced Data Analysis

Solutions to the final exam of math 509, a university-level mathematics course, covering topics such as pointwise convergence of sequences of functions, orthogonality of even and odd functions, absolute and uniform convergence of series, and the heat equation. Sketches, computations, and proofs.

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2012/2013

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Math 509 Final Exam Jerry L. Kazdan
May 1, 2007 9:00 –11:00
Directions This exam has three parts, Part A has 4 shorter problems (5 points each), Part B
has 5 traditional problems (10 points each).
Closed book, no calculators but you may use one 300 ×500 card with notes.
Part A: Shorter Problems (4 problems, 5 points each).
A–1. Give an example of a sequence of continuous functions fn(x), 0 x1 , with fn(x)0
(pointwise) for all x[0,1] , but R1
0|fn(x)|dx . A sketch is adequate.
Solution:
1
1/n
n^2
A–2. In L2(1,1) with the standard inner product, show that any even function is orthogonal to
any odd function (of course assume that the functions are integrable).
Solution: Let h(x) = f(x)g(x), where f(x) is even and g(x) odd. Then h(x) is odd. To
show: R1
1h(x)dx = 0. This is clear geometrically. The computation is also easy:
I:= Z1
1
h(x)dx =Z0
1
h(x)dx +Z1
0
h(x)dx =Z0
1
h(x)dx +Z1
0
h(x)dx.
But making the change of variable t=xwe see that
Z0
1
h(x)dx =Z1
0
h(t)dt.
Thus I= 0.
A–3. Prove that the series
X
1
(1)ksin kx
1 + k2converges absolutely and uniformly for all real x.
Solution: Note that
(1)ksin kx
1 + k2
1
1 + k2for all x. Since 1
1 + k2converges, by the
Weierstrass M-test the original series converges absolutely and uniformly for all x.
1
pf3
pf4

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Math 509 Final Exam Jerry L. Kazdan

May 1, 2007 9:00 –11:

Directions This exam has three parts, Part A has 4 shorter problems (5 points each), Part B has 5 traditional problems (10 points each). Closed book, no calculators – but you may use one 3′′^ × 5 ′′^ card with notes.

Part A: Shorter Problems (4 problems, 5 points each).

A–1. Give an example of a sequence of continuous functions fn(x), 0 ≤ x ≤ 1, with fn(x) → 0 (pointwise) for all x ∈ [0, 1], but

0 |fn(x)|^ dx^ → ∞. A sketch is adequate.

Solution:

1/n 1

n^

A–2. In L 2 (− 1 , 1) with the standard inner product, show that any even function is orthogonal to any odd function (of course assume that the functions are integrable).

Solution: Let h(x) = f (x)g(x), where f (x) is even and g(x) odd. Then h(x) is odd. To show:

− 1 h(x)^ dx^ = 0. This is clear geometrically. The computation is also easy:

I :=

− 1

h(x) dx =

− 1

h(x) dx +

0

h(x) dx = −

− 1

h(−x) dx +

0

h(x) dx.

But making the change of variable t = −x we see that

− 1

h(−x) dx = −

0

h(t) dt.

Thus I = 0.

A–3. Prove that the series

∑^ ∞

1

(−1)k^ sin kx 1 + k^2

converges absolutely and uniformly for all real x.

Solution: Note that

(−1)k^ sin kx 1 + k^2

∣ ≤^

1 + k^2

for all x. Since

1 + k^2

converges, by the Weierstrass M-test the original series converges absolutely and uniformly for all x.

A–4. Let u(x, y, t) be a solution of the heat equation

∂u ∂t

∂^2 u ∂x^2

∂^2 u ∂y^2

for (x, y) in a bounded

domain D ∈ R^2 with the outer normal derivative ∇u · N = 0 on the boundary of D (here N is the unit outer normal vector field on the boundary).

If Q(t) :=

D

u(x, y, t) dx dy , show that

dQ dt

= 0 and hence that Q(t) = Q(0).

Solution: By Green’s theorem

dQ dt

D

ut(x, y, t) dx dy =

D

∆u(x, y, t) dx dy =

∂D

∇u · N ds = 0.

Part B: Traditional Problems (5 problems, 10 points each)

B–1. The following equations define a map F : (x, y, z) 7 → (u, v, w):

u(x, y, z) = x + xyz^2 v(x, y, z) = xz^2 + y w(x, y, z) = 2x + cz + z^3

Clearly F : (1, 1 , 0) 7 → (1, 1 , 2). Write p = (1, 1 , 0) and q = (1, 1 , 2). a) Compute the derivative F ′(p). Solution:

F ′(p) =

2 0 c

b) For which value(s) of the constant c can the system of equations: can be solved for x, y , z as smooth functions of u, v , w near p? Justify your assertion(s). Solution: By the inverse function theorem, the map is invertible (as a smooth map) if and only if F ′(p) is invertible. This is clearly true only for c 6 = 0. c) If c is one of these “good” values, let G : (u, v, w) 7 → (x, y, z) be the map inverse to F. Compute the derivative G′(q) and use it to compute ∂y(u, v, w)/∂v at q. Solution: By the inverse function theorem,

G′(q) = [F ′(p)]−^1 =

− 2 /c 0 1 /c

Thus, ∂y(u, v, w)/∂v|q = 1.

B–5. Let ϕk(x), x ∈ R, be a sequence of smooth functions with the following properties

i). ϕk(x) ≥ 0 for |x| < 1 /k , ϕk(x) = 0 for |x| ≥ 1 /k , ii).

R ϕk(x)^ dx^ = 1. For a continuous function f (x) with f (x) = 0 for x outside a compact set K , define

fk(x) :=

R

f (y)ϕk(x − y) dy.

Show that limn→∞ fk(x) = f (x), and that this convergence is uniform.

Solution: fk(x) − f (x) =

R

[f (x − y) − f (x)]ϕk(y) dy.

Since f (x) = 0 for x outside a compact set, it is uniformly continuous. Thus, for any  > 0 there is a δ > 0 so that if |y| < δ then |f (x − y) − f (x)| < . Consequently, if 1/k < δ , then

|fk(x) − f (x)| ≤

|y|≤ 1 /k

|f (x − y) − f (x)|ϕk(y) dy ≤ 

|y|≤ 1 /k

ϕk(y) dy ≤ .

This holds for all x so the convergence is uniform.