Math 5410 Prelim Exam August 2009: Solutions to Selected Questions, Exams of Applied Mathematics

Solutions to selected questions from the math 5410 prelim exam held on august 7, 2009. The questions cover topics such as existence and uniqueness theorems, green's functions, linear operators, and hilbert spaces. Students are advised to choose five out of the six questions.

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Name:
Math 5410 Prelim August, 7, 2009
Choose 5 out of the 6 questions.
(1a) State and prove an existence and uniqueness theorem for the equation
d2x
dt2+f(x) = 0 with initial conditions x(0) = aand x0(0) = bunder the as-
sumption that fand its partial derivatives are continuous. (You can assume
the Contraction Mapping Theorem).
(1b) Let a=b=f(0) = 0 in part (a). Can x(t) = t3be a solution to part
(a)? Explain.
(2a) Find the Green’s function G(x, y) for the operator Awhere
Au =u00 +u
with u0(0) = u0(1) = 0.
(2b) Define T:L2(0,1) L2(0,1) such that for any fL2(0,1),
(T f )(x) = Z1
0
G(x, y)f(y)dy .
Explain what spectral theorem is and why it is applicable.
(2c) Show that kTk= max{|λ|:λis an eigenvalue of T}.
(2d) Compute kTk. (hint: find eigenvalues of A).
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Name:

Math 5410 Prelim August, 7, 2009

Choose 5 out of the 6 questions.

(1a) State and prove an existence and uniqueness theorem for the equation d^2 x dt^2 +^ f^ (x) = 0 with initial conditions^ x(0) =^ a^ and^ x

′(0) = b under the as-

sumption that f and its partial derivatives are continuous. (You can assume the Contraction Mapping Theorem).

(1b) Let a = b = f (0) = 0 in part (a). Can x(t) = t^3 be a solution to part (a)? Explain.

(2a) Find the Green’s function G(x, y) for the operator A where

Au = −u′′^ + u

with u′(0) = u′(1) = 0. (2b) Define T : L^2 (0, 1) → L^2 (0, 1) such that for any f ∈ L^2 (0, 1),

(T f )(x) =

∫ (^1)

0

G(x, y)f (y) dy.

Explain what spectral theorem is and why it is applicable. (2c) Show that ‖T ‖ = max{|λ| : λ is an eigenvalue of T}. (2d) Compute ‖T ‖. (hint: find eigenvalues of A).

(3) Let

U (x, y) =

  

1 , if 0 ≤ x ≤ 1 , y ≥ 0 ,

0 , otherwise,

Compute its distributive derivative DxyU in R^2.

(4) Let H be a Hilbert space and K : H → H is a linear, bounded, compact operator. Define A = I + K. Show that if A is injective, then it is surjective.

(5) Let H be a Hilbert space and A : H → H is compact. Show that (a) xn ⇀ x weakly implies Axn → Ax. (b) The operator norm of A is attained.

(6a) Let K be a closed convex set in a Hilbert space X. Let x ∈ X and let y be the point of K closest to x. Prove that Re〈x − y, v − y〉 ≤ 0 for all v ∈ K, where Re denotes the real part. (6b) For each x in X, we use P x to denote the point of K closest to x. Using part (a) or otherwise, prove that

‖P x − P z‖ ≤ ‖x − z‖.