2021 Spring Comprehensive in Analysis

Problem 1.


Let be an uncountable set. Prove that the set of limit points of is also uncountable.

Proof.


Let denote the set of limit points of . We prove that is uncountable.

First we show that the set of isolated points of is countable. A point is isolated in if there is an open interval such that

For each isolated point , choose rational numbers such that

Then

The pair determines uniquely, because if two different isolated points had the same rational interval , then would contain both and , which is impossible.

Thus the isolated points of inject into the countable set

so the isolated points of form a countable set.

Now every point of is either isolated in or is a limit point of . Hence

where is the countable set of isolated points of . If were countable, then would be countable, and therefore would be countable, contradicting the assumption that is uncountable.

Therefore is uncountable.

Problem 2.


Consider a sequence of real numbers given by

Does it converge? If yes, find .

Proof.


Let . Then

Rewrite this as

This is the right-endpoint Riemann sum for the continuous function

on . Therefore

Since , we get

Hence the sequence converges and

Problem 3.


Let be a nonempty compact metric space with metric , and suppose obeys

for all distinct . Prove that there is a unique with .

Proof.


Define

Since strictly decreases distances, it is continuous. Indeed, if , then for ,

so . Therefore is continuous on the compact space .

By compactness, attains its minimum at some . We claim that .

Suppose instead that

Then . Applying the strict contraction property to the distinct points and gives

That is,

which contradicts the fact that minimizes . Hence

and therefore

It remains to prove uniqueness. If and are two fixed points and , then

which is impossible. Thus the fixed point is unique.

Problem 4.


Let be a continuous function on . Prove that

Proof.


For , make the change of variables . Then , and

Therefore

Equivalently,

For each fixed , as we have , so by continuity of ,

Also, since is continuous on , it is bounded. Let

Then

and

By the dominated convergence theorem,

Finally,

Hence

Problem 5.


Let be a compact metric space, and let be a uniformly bounded equicontinuous family of functions . For each , define by

Prove that the sequence converges uniformly.

Proof.


Since the family is equicontinuous, each is continuous. Therefore each

is continuous on .

The sequence is pointwise increasing, because

Since the family is uniformly bounded, there exists such that

for all and all . Hence

Thus for each , the increasing bounded sequence converges. Define

We next prove that is continuous. Let . By equicontinuity, there exists such that whenever ,

for every . For such , we have

for every . Taking the supremum over gives

By symmetry,

Therefore

so is continuous.

Now is an increasing sequence of continuous functions on compact , and it converges pointwise to the continuous function . By Dini's theorem, the convergence is uniform.

For completeness, we recall the proof of the needed form of Dini's theorem. For , let

Each is closed, and the sets are decreasing:

Since for every , we have

By compactness, a decreasing sequence of nonempty compact sets cannot have empty intersection. Hence for some . Thus for all and all ,

This proves uniform convergence.

Problem 6.


Consider the function ,

(a) Show that is continuous.

(b) Show that the partial derivatives and exist at every point .

(c) Is differentiable? Explain your answer.

Proof.


Away from , the function is a quotient of smooth functions with nonzero denominator, so it is continuous and has partial derivatives there. The only point requiring special attention is .

(a) We prove continuity at . For ,

Using

we get

Therefore

As , the right-hand side tends to . Hence

so is continuous at . Therefore is continuous on .

(b) Away from , both partial derivatives exist because the function is smooth there. At , we compute directly:

and

Thus both partial derivatives exist at every point of .

(c) The function is not differentiable at . If were differentiable at , then since both partial derivatives at are , the derivative would be the zero linear map. Thus we would need

as .

But along the curve with , we have

Also,

Therefore

This is not . Hence is not differentiable at , and therefore is not differentiable as a function on all of .

Problem 7.


Prove that the function

is uniformly continuous on .

Proof.


Let

Since , it is enough to prove that is uniformly continuous on .

Observe that

The Euclidean norm is -Lipschitz, so for any ,

For nonnegative numbers , we have

Thus

Therefore

Let . Choose such that

If

then and , so

Thus is uniformly continuous.

Finally,

Hence is uniformly continuous on .

Problem 8.


Let be a twice differentiable function satisfying

Does the series

converge? Does it converge absolutely? How does the answer depend on ?

Proof.


Since

exists and is finite, we must have

Moreover,

Because is twice differentiable at , Taylor's formula with Peano remainder gives

as . Hence

as .

Putting , we obtain

Therefore

The alternating harmonic series

converges, and the series

converges absolutely. Hence

converges for every value of .

Now consider absolute convergence. Since

if , then

so

diverges by comparison with the harmonic series.

If , then

so

converges by comparison with .

Thus the original alternating series always converges. It converges absolutely if and only if .

Problem 9.


Let be a region bounded by parabolas and . Evaluate

where the boundary is oriented counterclockwise.

Proof.


Let

By Green's theorem,

We compute

and

Therefore

Hence

The curves and intersect at and . On , the region is described by

Thus

Compute

and

Therefore

So the integral is

Hence