Continuous Function - Advanced Analysis - Solved Exam, Exams of Advanced Data Analysis

These are the notes of Solved Exam of Advanced Analysis which includes Converges Uniformly, Traditional Problems, Calculators, Bounded Sequence, Series, Integral Test, Weierstrass etc. Key important points are:Continuous Function, Traditional Problems, Calculators, Property, Constant, Derivative, Fundamental Theorem, Continuous Derivatives, Least One Point, Mean Value Theorem

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Math 508 Exam 2 Jerry L. Kazdan
December 8, 2006 12:00 1:20
Directions This exam has two parts, Part A has 3 shorter problems (8 points each, so 24 points),
Part B has 5 traditional problems (15 points each, so 75 points).
Closed book, no calculators but you may use one 300 ×500 card with notes.
Part A: Short Problems (3 problems, 8 points each).
A–1. A continuous function f:RRhas the property that
Zx
0
f(t)dt = cos(x)ex+C,
where Cis some constant. Find both f(x) and the constant C.
Solution: Letting x= 0, we find that 0 = 1 + C, so C=1 . To compute f, use the
fundamental theorem of calculus. Thus take the derivative of both sides
f(x) = d
dx[cos(x)ex+C] = sin(x)excos(x)ex.
A–2. A function h:RRwith two continuous derivatives has the property that h(0) = 2,
h(1) = 0, and h(3)=1. Prove there is at least one point cin the interval 0 < x < 3 where
h00(c)>0 by finding some explicit m > 0 (such as m= 3/2) with h00(c)m.
Solution: By the mean value theorem applied twice, there is some a(0,1) and some
b(1,3) so that
h0(a) = h(1) h(0)
10=2, h0(b) = h(3) h(1)
31=1
2.
Thus, by the mean value theorem again there is some c(a, b) so that
h00(c) = h0(b)h0(a)
ba=
1
2+ 2
ba>5/2
3=5
6.
A–3. Say a smooth function u(x) satisfies u00 c(x)u= 0 for 0 x1 (here c(x) is some given
contunuous function).
If c(x)>0 everywhere, show that there is no point where u(x) is both positive and has a
local maximum.
If we also knew that u(0) = 0 and u(1) = 0 , why can we conclude that u(x) = 0 for all
0x1?
Solution: If uhas a positive maximum at some point p, then u00 (p)0 and u(p)>0.
Consequently u00(p)c(p)u(p)<0, which contradicts u00 c(x)u= 0.
If u(0) = 0 and u(1) = 0 but uis not identically zero, then umust either be positive or
negative somewhere. Say uis positive somewhere (otherwise replace uby u). Then since u
is continuous on the compact set [0,1] , it has a positive maximum at some interior point. But
we saw just above that this can’t happen.
pf3
pf4

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Math 508 Exam 2 Jerry L. Kazdan

December 8, 2006 12:00 – 1:

Directions This exam has two parts, Part A has 3 shorter problems (8 points each, so 24 points), Part B has 5 traditional problems (15 points each, so 75 points). Closed book, no calculators – but you may use one 3′′^ × 5 ′′^ card with notes.

Part A: Short Problems (3 problems, 8 points each).

A–1. A continuous function f : R → R has the property that ∫ (^) x

0

f (t) dt = cos(x) e−x^ + C,

where C is some constant. Find both f (x) and the constant C. Solution: Letting x = 0, we find that 0 = 1 + C , so C = −1. To compute f , use the fundamental theorem of calculus. Thus take the derivative of both sides

f (x) = d dx

[cos(x) e−x^ + C] = − sin(x) e−x^ − cos(x) e−x.

A–2. A function h : R → R with two continuous derivatives has the property that h(0) = 2, h(1) = 0, and h(3)=1. Prove there is at least one point c in the interval 0 < x < 3 where h′′(c) > 0 by finding some explicit m > 0 (such as m = 3/2) with h′′(c) ≥ m. Solution: By the mean value theorem applied twice, there is some a ∈ (0, 1) and some b ∈ (1, 3) so that

h′(a) = h(1) − h(0) 1 − 0

= − 2 , h′(b) = h(3) − h(1) 3 − 1

Thus, by the mean value theorem again there is some c ∈ (a, b) so that

h′′(c) = h′(b) − h′(a) b − a

1 2 + 2 b − a

A–3. Say a smooth function u(x) satisfies u′′^ − c(x)u = 0 for 0 ≤ x ≤ 1 (here c(x) is some given contunuous function). If c(x) > 0 everywhere, show that there is no point where u(x) is both positive and has a local maximum. If we also knew that u(0) = 0 and u(1) = 0, why can we conclude that u(x) = 0 for all 0 ≤ x ≤ 1? Solution: If u has a positive maximum at some point p, then u′′(p) ≤ 0 and u(p) > 0. Consequently u′′(p) − c(p)u(p) < 0, which contradicts u′′^ − c(x)u = 0. If u(0) = 0 and u(1) = 0 but u is not identically zero, then u must either be positive or negative somewhere. Say u is positive somewhere (otherwise replace u by −u). Then since u is continuous on the compact set [0, 1], it has a positive maximum at some interior point. But we saw just above that this can’t happen.

Part B: Traditional Problems (5 problems, 16 points each)

B–1. Given that two functions f : R → R and g : R → R are differentiable at a point x = c, prove that their product h(x) = f (x)g(x) is also differentiable at x = c. Solution:. h(c + k) − h(c) k

[f (c + k)g(c + k) − f (c)g(c + k)] + [f (c)g(c + k) − f (c)g(c)] k =

f (c + k) − f (c) k g(c + k) + f (c)

g(c + k) − g(c) k Now let k → 0. Since f and g are both assumed to be differentiable at x = c, we see that h is differentiable there and get the usual formula: h′(c) = f ′(c)g(c) + f (c)g′(c).

B–2. Let α(t) and β(s) describe smooth curves in R^3 that do not intersect. Say the points p = α(t 0 ) and q = β(s 0 ) minimize the distance between the curves. Show that the line from p to q is perpendicular to both of these curves. Solution:. To avoid square roots, let Q be the square of the distance from α(t) to the point β(s), so Q(s, t) = ‖α(t) − β(s)‖^2 = 〈α(t) − β(s), α(t) − β(s)〉 Then Q(t, s) has its minimum at (t 0 , s 0 ), Consequently both ∂Q/∂t = 0 and ∂Q/∂s = 0 at (t 0 , s 0 ). But ∂Q ∂t = 2〈α(t) − β(s), α′(t)〉 and

∂Q

∂s = − 2 〈α(t) − β(s), β′(s)〉.

Evaluated at (t 0 , s 0 ) the first gives α(t 0 ) − β(s 0 ) ⊥ α′(t 0 ), whiile the second gives the other othogonality, α(t 0 ) − β(s 0 ) ⊥ β′(s 0 ).

B–3. Compute lim λ→∞

0

|sin(λx)| dx.

Solution: First make the substitution t = λx. and say nπ ≤ λ < (n + 1)π. Since |sin(λt)| is periodic with period π , then the integral becomes

1 λ

∫ (^) λ

0

|sin t| dt =

λ

[∫

π

0

∫ (^2) π

π

∫ (^) nπ

(n−1)π

∫ (^) λ

|sin t| dt

]

λ

[

n

∫ (^) π

0

sin t dt +

∫ (^) λ

|sin t| dt

]

2 n λ

λ

∫ (^) λ

|sin t| dt.

Because nπ ≤ λ < (n + 1)π , then λ/n → π so 2n/λ → 2 /π. Also

1 λ

∫ (^) λ

|sin t| dt <

λ

∫ (^) (n+1)π

dt = π λ

Consequently the limit is 2/π.

In a general metric space, the assertion in part a) is false, even if you also assume T bounded.

For example, in ` 2 , let S = { 0 } (the origin) and T = {(1 + (^1) n )en, n = 1, 2 , 3 ,.. .} where e 1 , e 2 , e 3 ,... are the standard basis vectors. Then dist (S, T ) = 1 although there are no points p ∈ S , q ∈ T with ‖p − q‖ = 1. The problem is that although T is closed and bounded, it has no convergent subsequence.

In a general metric space, the assertion in part a) is true if both S and T are compact since a continuous function on a compact set achieves its minimum. One can use this to give a slightly different proof of part a) as follows. As observes above, if m = inf x∈S, y∈T

‖x − y‖, then to find

the minimum distance, we need only use the points y ∈ T that are within distance m + 1 from S , that is, Q := {y ∈ T | | d(x, y) ≤ m + 1 for all x ∈ S}

But since S is compact, it is bounded, so Q is bounded (and closed). Since Q ∈ Rn^ , it is compact. Thus for x ∈ S and y ∈ Q, the function d(x, y) is a continuous function on a compace set so it achieves its minimum at some point of the set. Because the sets are disjoint, this minimum is strictly positive.