Math Real Analysis
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HW8Solution - Assignment solutions
Real Analysis II (Memorial University of Newfoundland)
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HW8Solution - Assignment solutions
Real Analysis II (Memorial University of Newfoundland)
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Math 3001, Winter 2020 Homework 8
(a): Use integral term-by-term to calculate the following limit. You may need to use Bounded convergence theorem if necessary.
1. limn→∞ ∫ 2 1 nxe−nx
2
dx
ANS: First of all, f ′n = ne
−nx2[1 − 2nx2] = 0 and hence x2 = 1/(2n). However, if n is big enough, then x2 = 1/(2n) will be out of the interval [1, 2]. Moreover, if x ∈ [1, 2], fn(x) will be decreasing for all n big enough. Hence, |fn(x)| ≤ ne−n. Let Mn = n/e
n, one can verify that lim Mn = 0 as follows
lim n→∞
n
en = lim
x→∞
x
ex = lim
x→∞ 1/ex = 0.
By M-test for the uniform convergence of sequence, one gets fn unif conv to 0. Since each fn is continuous on [1, 2], and hence they are Riemann integrable. By integration term-by-term, one gets the limit is 0.
2. limn→∞ ∫ 1 0 (1 + x/n)n dx
ANS: First of all, fn(x) ≤ (1 + 1/n)n
for all x ∈ [0, 1]. Moreover, (1 + 1/n)n is monotone increasing to e. Hence, |fn(x)| ≤ e for all x ∈ [0, 1] and n ≥ 1. Let M = e which is Riemann integrable on x ∈ [0, 1]. One can also check that fn(x) → ex as n → ∞. Each fn and ex are Riemman integrable on x ∈ [0, 1]. Hence, by the bounded convergence theorem, one gets the desired limit is
∫ 1 0 ex dx = e − 1.
(b): Prove ∑
fn(x) is not uniformly convergent on the set D, by checking fn(x) does not uniform converge to 0 on the set D.
1. ∑∞
n=1[n(x 1/n − 1) − ln x], on D = [a, ∞) with a > 0.
ANS: First of all, one can calculate
lim n→∞
n(x1/n − 1) = lim y→0
(xy − 1) y
= ln x
by letting y = 1/n. Hence fn(x) = [n(x 1/n − 1) − ln x] → 0 as n → ∞ pointwise. Now let us pick
up xn = e n, and one can check that fn(e
n) = n(e − 2) → ∞. Hence fn is not uniformly convergent to 0, and the series is not uniform convergent.
2. ∑∞
n=1 ln(1+nx2)
2n , on D = [0, ∞).
ANS: First of all, one can calculate
lim n→∞
ln(1 + nx2)
2n = lim
y→∞
ln(1 + yx2)
2y = lim
y→∞
x2
2(1 + yx2) = 0.
Hence fn(x) → 0 as n → ∞ pointwise. Now let us pick up xn = en, and one can check that fn(e
n) ≥ 1, and hence supx∈[0,∞) fn is not approaching to 0. That is, fn is not uniformly convergent to 0, and the series is not uniform convergent.
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Math 3001, Winter 2020 Homework 8
3. ∑∞
n=1 xn
1+x2n , on D = [0, 1).
ANS: First of all, we pick up x1n = 1 − 1/n and x2n = 1 − 2/n. Both sequence go to 1. However, one can calculate that fn(x
1 n) → e
−1
1+e−2 , while fn(x
2 n) → e
−2
1+e−4 . These two limits are not equal to each
other. That is, fn is not uniformly convergent to 0, and the series is not uniform convergent.
4. ∑∞
n=1 n2x
1+n3x2 , on D = (0, ∞).
ANS: First of all, we pick up x1n = 1/n 2 and x2n = 2/n
2. Both sequences go to 0, however, one can calculate that fn(x
1 n) → 1, while fn(x2n) → 2. These two limits are not equal to each other. That
is, fn is not uniformly convergent to 0, and the series is not uniform convergent.
(c): Use M-test to check fn → 0 uniformly on D, and also ∑
fn absolutely uniform converges on D.
1. fn(x) = 2nx
enx 2 , on D = [a, ∞) with a > 0.
ANS: First of all, f ′n = 2ne
−nx2[1 − 2nx2] = 0 and hence x2 = 1/(2n). However, if n is big enough, then x2 = 1/(2n) will be out of the interval [a, ∞) for a > 0. Moreover, if x ∈ [a, ∞), fn(x) will be decreasing for all n big enough. Hence, |fn(x)| ≤ 2nae−na. Let Mn = 2na/ena, one can verify that lim Mn = 0 as follows
lim n→∞
na
ena = lim
x→∞
x
ex = lim
x→∞ 1/ex = 0.
By M-test for the uniform convergence of sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, by ratio test as follows:
r = lim n→∞
n + 1
ena+a ×
ena
n = 1/ea < 1.
Hence, the M-test implies that ∑
fn(x) is also uniform convergent in [a, ∞).
2. fn(x) = 1
nenx , on D = [a, ∞) with a > 0.
ANS: First of all, for each n, one notes that fn(x) is decreasing on [a, ∞) as enx is increasing. Hence, |fn(x)| ≤ 1nena . Let Mn =
1 nena
, one can verify that lim Mn = 0 as e na increasing to ∞. By
M-test for the uniform convergence of sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, by ratio test as follows:
r = lim n→∞
nena
(n + 1)ena+a = 1/ea < 1.
Hence, the M-test implies that ∑
fn(x) is also uniform convergent in [a, ∞).
3. fn(x) = xe −n2x, on D = [0, ∞)
ANS: First of all, f ′n = e
−n2x[1 − n2x] = 0 and hence x = 1/n2. If x > 1/n2, f ′n < 0 and if x < 1/n
2, f ′n > 0. Therefore, fn attains its maximal at x = 1/n2, and |fn| ≤ 1en2 . Let Mn =
1 en2
which approaches to 0. By M-test for the uniform convergence of sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, as it is essentially the 2-series up to a constant. Hence, the M-test implies that
∑
fn(x) is also uniform convergent in [a, ∞).
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Math 3001, Winter 2020 Homework 8
4. fn(x) = 2x2
1+n3x4 , on D = (−∞, ∞).
ANS: First of all, recall that a2 + b2 ≥ 2|ab|. For each n, one notes that |fn(x)| ≤ 2x2/(2n3/2x2), x 6= 0
and fn(0) = 0. Hence, |fn(x)| ≤ 1/n3/2. Let Mn = 1/n3/2, one can verify that lim Mn = 0 By M-test for the uniform convergence of sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, as it is a 3/2-series. Hence, the M-test implies that ∑
fn(x) is also uniform convergent in [a, ∞).
5. fn(x) = (
ln x x
)n , on D = [1, ∞).
ANS: First of all, the maximal of ln x/x is obtained at x = e. This follows form (
ln x
x
)′
= 1 − ln x
x2
= 0 only if x = e, and > 0 if x < e, and < 0 if x > e. Hence ln x/x ≤ 1/e and |fn| < e−n = Mn. One can verify that lim Mn = 0.By M-test for the uniform convergence of sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, as it is a geometric series with ratio 1/e < 1. Hence, the M-test implies that
∑
fn(x) is also uniform convergent in [a, ∞).
6. fn(x) = sin(nx) n √ n
, on D = (−∞, ∞).
ANS: First of all,
|fn(x)| = | sin(nx)
n √ n
| ≤ 1/n3/2, ∀x ∈ (−∞, ∞).
Let Mn = 1/n 3/2, one can verify that lim Mn = 0. By M-test for the uniform convergence of
sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, as it is a 3/2-series. Hence, the M-test implies that ∑
fn(x) is also uniform convergent in [a, ∞).
7. fn(x) = x2
(1+x2)n , on D = [a, ∞) with a > 0.
ANS: First of all,
|fn(x)| = | x2
(1 + x2)n | ≤ 1/(1 + x2)n−1 ≤
1
(1 + a2)n−1 , ∀x ∈ (−∞, ∞).
Let Mn = 1
(1+a2)n−1 , one can verify that lim Mn = 0. By M-test for the uniform convergence of
sequence, one gets fn unif conv to 0.
Note that ∑
Mn is also convergent, as it is a geometric series with ratio r = 1
(1+a2) < 1. Hence, the
M-test implies that ∑
fn(x) is also uniform convergent in [a, ∞). (d): Use Dirichlet and/or Abel test to prove the uniform convergence of the following series.
1. ∑∞
n=1 (−1)n
ln n+x2 , on D = [a, b] with finite a, b.
ANS: Let an = (−1)n. Then |An| = |a1 +· · ·+an| ≤ 1, which implies that An is uniformly bounded for all n and all x. Let bn(x) =
1 ln n+x2
. For each x given, one can check that bn(x) ≥ bn+1(x). Moreover, |bn(x)| ≤ 1/ ln n → 0. By M-test, bn is uniformly convergent to 0. Hence, one gets the uniform convergence of the series, by Dirichlet-test.
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Math 3001, Winter 2020 Homework 8
2. ∑∞
n=1(−1)n sin(x/n) is uniformly convergent on any finite interval [a, b].
ANS: Let an = (−1)n. Then |An| = |a1 + · · · + an| ≤ 1, which implies that An is uniformly bounded for all n and all x. Let bn(x) = sin(x/n). For each a, b given, there exists a N0, such that x/n ∈ [−π/2, π/2] for all x ∈ [a, b]. Hence, sin(x/n) is monotone increasing in the interval [a, b] for all n ≥ N0. Moreover, |bn(x)| ≤ max{| sin(a/n)|, | sin(b/n)|} → 0. By M-test, bn is uniformly convergent to 0. Hence, one gets the uniform convergence of the series, by Dirichlet-test.
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