Self Adjoint Operator - Applied Math - Exam, Exams of Applied Mathematics

These are the notes of Exam of Applied Math which includes Spectral Theorem, Function, Operator, Eigenvalue, Compute, Orthonormal System, Weakly Convergent Sequence etc. Key important points are: Self Adjoint Operator, Operator, Definition, Hilbert Space, Eigenvalues, Strongly Convergent, Sequence, Weakly Convergent Sequence, Limit of a Sequence, Distributions

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2012/2013

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MATH 5410, Preliminary Exam
Department of Mathematics
University of Connecticut
January, 2011
NAME: SIGNATURE:
1. a) What is the definition of a self-adjoint operator from a Hilbert space Hto itself;
b) Give an example of a self-adjoint operator for H=L2([0,1]) and explain;
c) Prove that eigenvalues of a self-adjoint operator must be real.
2. a) What is the definition of weak convergence of a sequence {xn}in a Hilbert space H;
b) Prove that a strongly convergent sequence is also a weakly convergent sequence in H;
c) Give an example of a weakly convergent sequence which is NOT strongly convergent in l2and explain;
3. a) Give the definition of the limit of a sequence of distributions {fn}
1in Ras n .
b) Let
f(x) = ex2, fn(x) = nf(nx),xR, n = 1,2,·· ·.
How do you interpret function fn(x) as a distribution fnin R?
c) Find the limit of {fn}
1as a sequence of distributions as n .
(You may use the fact that RRex2dx =π).
4. a) Suppose fis an operator from Banach space Xto itself. Give the definition of fbeing Fr´echet
differentiable at a point xX.
b) Let X=C[0,1] with sup-norm. Let ti[0,1] and viC[0,1], and define f(x) = Σn
i=1(x(ti)2)vi.
Prove that fis Fechet differentiable at all points of Xand find a formula for f0.
5. Find a function in C1[0,1] that minimizes the integral R1
0[(u0(t))2+u2(t)]dt with constraints u(0) = 0
and u0(1) = 1.
6. Let [un] be an orthonormal sequence in a Hilbert space and let [λn] be a bounded sequence in R. Prove
that the operator Ax = Σλn< x, un> unis compact if and only if λn0 as n .
1

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MATH 5410, Preliminary Exam

Department of Mathematics

University of Connecticut

January, 2011

NAME: SIGNATURE:

  1. a) What is the definition of a self-adjoint operator from a Hilbert space H to itself; b) Give an example of a self-adjoint operator for H = L^2 ([0, 1]) and explain; c) Prove that eigenvalues of a self-adjoint operator must be real.
  2. a) What is the definition of weak convergence of a sequence {xn} in a Hilbert space H; b) Prove that a strongly convergent sequence is also a weakly convergent sequence in H; c) Give an example of a weakly convergent sequence which is NOT strongly convergent in l^2 and explain;
  3. a) Give the definition of the limit of a sequence of distributions {fn}∞ 1 in R as n → ∞. b) Let f (x) = e−x

2 , fn(x) = nf (nx), ∀x ∈ R, n = 1, 2 , · · ·. How do you interpret function fn(x) as a distribution fn in R? c) Find the limit of {fn}∞ 1 as a sequence of distributions as n → ∞. (You may use the fact that

R e

−x^2 dx = √π).

  1. a) Suppose f is an operator from Banach space X to itself. Give the definition of f being Fr´echet differentiable at a point x ∈ X. b) Let X = C[0, 1] with sup-norm. Let ti ∈ [0, 1] and vi ∈ C[0, 1], and define f (x) = Σni=1(x(ti)^2 )vi. Prove that f is Fr´echet differentiable at all points of X and find a formula for f ′.
  2. Find a function in C^1 [0, 1] that minimizes the integral

0 [(u

′(t)) (^2) + u (^2) (t)]dt with constraints u(0) = 0

and u′(1) = 1.

  1. Let [un] be an orthonormal sequence in a Hilbert space and let [λn] be a bounded sequence in R. Prove that the operator Ax = Σλn < x, un > un is compact if and only if λn → 0 as n → ∞.