Math 508: Advanced Analysis
Homework 5
Lawrence Tyler Rush
<me@tylerlogic.com>
October 7, 2014
http://coursework.tylerlogic.com/courses/upenn/math508/homework05
1 Determine the divergence or convergence of ∑
for complex z
If |z|≤ 1 the |zn|≤ 1 which implies |1 + zn|≤ 2 and subsequently
that
Therefore ⁄→ 0, implying the divergence of ∑
in this case.
Now assume that |z| > 1. Then |zn| increases as n gets large and |zn + 1| > 2. So let N be such that |zn| > 2 for all
n > N. Then
| (1.1) |
for all n > N. By separating ∑
like so
equation 1.1 informs us that
Now the left addend of the right-hand side of the above inequality is a finite sum and the right addend is a convergent
geometric series since 0 < < 1. Thus the right-hand side of the above inequality converges, implying the convergence of
the left-hand side, ∑
n=1∞. This in turn implies that our series in question is absolutely convergent when |z| > 1, and
therefore convergent.
2 If an > 0, ∑
an converges, and {bn} is bounded show that ∑a
nbn converges.
Let ∑
an be a convergent series with each an > 0 and {bn} a bounded sequence.
Define M as the bound on {bn} so that |bn| < M for all n. Then we have
so due to the convergence of ∑
an, then M ∑
an and therefore ∑
|anbn| converges. Hence ∑
anbn converges absolutely,
and so converges.
3 Find the radius of convergence of the following power series.
(a) ∑
n3zn
Since
approaches z as n increases, then the ratio test tells us that the radius of convergence is 1.
(b) ∑
zn
This series is a power series of e2z:
and so this series converges for all z, i.e. the radius is infinite.
(c) ∑
n!zn
Since
approaches ∞ as n increases, then the ratio test tells us that the radius of convergence is 0, but technically, z = 0 will make
the series converge.
4 Detemine the limit of {an} where a0 = 0 and an+1 = an2 + for n ≥ 1
We first note that if the limit is finite, say L, then it must satisfy L2 - L + = 0
given the recursive definition. Therefore, L can only be or since these are the roots of that equation.
Now since a0 = 0, the recusive formula just adds a positive value of , informing us that this sequence if monotonically
increasing. Furthermore, if an < we see that
which simultaneously implies that the sequence is bounded and rules out 4∕5 as a possible limit. Thus the sequence is
monotonically increasing and bounded, implying that it must converge, and because the initial value is zero, the only point
it can converge to is .
5 If an ≥ 0 and ∑
an converges, show that ∑
converges
Let an ≥ 0 and assume ∑
an converges. Then the partial sums {sn} with
sn = a1 + + an converge. This implies the convergence of {tn} where tn = + + since each an ≥ 0. Thus
defining ∑
xn = ∑
implies that {tn} is the sequence of partial sums of ∑
xn and they form a bounded sequence.
Furthermore, defining ∑
yn as the harmonic series, we have y0 ≥ y1 ≥ y2 ≥ and limn→∞yn = 0. Thus Rudin’s Theorem
3.42 informs us that the series
converges.
6 Find N so that 1 + + + + + > 100
Define ∑
an to be the harmonic series. We have that Because we know ∑
an diverges, we also have that ∑
k=0∞2ka2k diverges. So if we can find an integer K such that
1 + ∑
k=0K2ka2k > 100 then for N = 2K we’ll have 1 + + + + + > 100. Thus since
then 1 + > 100 implies that K > 198, so K = 199 and therefore N = 2199 will satisfy.
7 Determine whether or not 1 + - - + + - converges
By grouping the series like so
we see that it is no different than ∑
cn where
This is an alternating series for which converges to zero, so our original series must also converge by Rudin’s
theorem 3.43.
8
(a)
(b)
9
10
Let A be an n × n matrix, and use the norm of homoework 3 problem
6.
(a) Compute (I - A)(I + A + A2 + + AN)
(b) Show that if |A| < 1, then I - A is invertible.
Let |A| < 1. Then as N gets large, I - AN+1 approaches I, so in light of the
previous part of this problem, if (I -A)∑
n=0NAn converges as N gets large, then (I -A) will be I and therefore
I - A will be invertibile. Since
we’ll have that I -A is invertible if ∑
n=0∞An converges. Thus because ∑
|An|≤∑
|A|n, the right side converges since
it’s a geometric series and |A| < 1. This tells us that ∑
An converges absolutely and that therefore ∑
An converges. Hence
we have our desired result of I - A being invertible.
(c) Show the set of invertible matrices is open
Let ε = and B be a matrix in the ε-ball of A. Then we have that
|A-B| < ε implying that |A-1||A-B| < 1. Thus |I -A-1B| < 1. By the previous part of the problem, we then know that
I - = A-1B is invertible. Then there is some invertible matrix C with CA-1B = I. But then B is invertible
with inverse CA-1. Hence the ε-ball of A contains only invertible elements, and so the set of invertible matrices is
open.
11 Prove that the set of othogonal n × n matrices are compact.
Since n×n matrices are a subspace of ℝn2
, then to show this set is compact, we need
only show that it’s closed and bounded.
Bounded.
Since any othogonal matrix A has that AAt = I, then with our definition of the norm, |A|2 = ⟨A,A⟩ = trace(AAt) = trace(I) = n.
Thus the set of othogonal matrices is bounded.
Closed.
12
(a)
(b)