Spectral Theorem - 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: Spectral Theorem, Function, Operator, Eigenvalue, Compute, Orthonormal System, Weakly Convergent Sequence, De?Nition, Differentiable, Sequence of Distributions

Typology: Exams

2012/2013

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Math 5410 Preliminary Exam
Jan 2012
Name Signature
Do all 5 problems.
1. (a) Find the Green’s Function G(x;y )for operator Awhere
Ay =y00 +y
with y0(0) = y(1) = 0:
(b) De…ne T:L2(0;1) !L2(0;1) such that for any f2L2(0;1)
T f (x) = Z1
0
G(x; y)f(y)dy:
Explain what spectral theorem is and why it is applicable.
(c) Show that kTk= max fjj:is an eigenvalue of Tg.
(d) Compute kTk:
2. Let Tbe a compact operator on a Hilbert space Hand f'n:n2Ngbe an orthonormal system of H:
(a) Show 'n*0weakly. Explain why this gives an example of weakly convergent sequence which is
not strongly convergent.
(b) Using part (a). or otherwise, show kT'nk ! 0
3. (a) Let nbe a sequence of complex numbers. Then operator Sde…ned by Sf =P1
n=1 nhf; 'ni'n
is compact limn!1 n= 0:
(a) Let fbe an operator on a Banach space X; give the de…nition of fbeing Fréchet di¤erentiable
at a point x2X:
(b) De…ne f:C[0;1] ! C[0;1] by [f(x)](t) = x(t) + R1
0(x(st))2ds: Compute f0(x):
4. Let f(x) = ex2,fn(x) = nf (nx);8x2R; n = 1;2 :
(a) Given the de…nition of the limit of a sequence of distributions in R:
(b) Find the limit of ffng1
1as a sequence of distributions. You may use the fact that R1
1 ex2dx =
p:
5. (a) Give the de…nition of a compact linear operator from a Banach space Xto itself.
(b) Given X=L2([0;1]) ;nd an example of compact linear opeator on Xand explain why
(c) Given X=L2([0;1]) ;nd an example of NON compact linear opeator on Xand explain why.
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Math 5410 Preliminary Exam Jan 2012

Name Signature Do all 5 problems.

  1. (a) Find the Greenís Function G (x; y) for operator A where Ay = y^00 + y with y^0 (0) = y(1) = 0: (b) DeÖne T : L^2 (0; 1)! L^2 (0; 1) such that for any f 2 L^2 (0; 1)

T f (x) =

Z 1

0

G (x; y) f (y) dy:

Explain what spectral theorem is and why it is applicable. (c) Show that kT k = max fjj :  is an eigenvalue of T g. (d) Compute kT k :

  1. Let T be a compact operator on a Hilbert space H and f'n : n 2 N g be an orthonormal system of H: (a) Show 'n * 0 weakly. Explain why this gives an example of weakly convergent sequence which is not strongly convergent. (b) Using part (a). or otherwise, show kT 'nk ! 0
  2. (a) Let n be a sequence of complex numbers. Then operator S deÖned by Sf =

P 1

n=1 n^ hf; 'ni^ 'n is compact i§ limn!1 n = 0: (a) Let f be an operator on a Banach space X; give the deÖnition of f being FrÈchet di§erentiable at a point x 2 X: (b) DeÖne f : C [0; 1] ! C [0; 1] by [f (x)] (t) = x (t) +

R 1

0 (x^ (st)) (^2) ds: Compute f 0 (x):

  1. Let f (x) = ex^2 , fn (x) = nf (nx) ; 8 x 2 R; n = 1; 2    : (a) Given the deÖnition of the limit of a sequence of distributions in R: (b) Find the limit of ffng^11 as a sequence of distributions. You may use the fact that

R 1

1 ex

(^2) dx = p :

  1. (a) Give the deÖnition of a compact linear operator from a Banach space X to itself. (b) Given X = L^2 ([0; 1]) ; Önd an example of compact linear opeator on X and explain why (c) Given X = L^2 ([0; 1]) ; Önd an example of NON compact linear opeator on X and explain why.