Math 640 Fall 2002 Final HW: Subspace Ops, Inner Products, & Discrete Fourier Transform, Assignments of Mathematics

The final homework assignment for math 640, a university-level mathematics course, due on november 12, 2002. The assignment covers topics such as subspaces, operators d and m, inner products, and the heisenberg uncertainty principle. Additionally, it includes problems on the discrete fourier transform (dft) and its matrix factorization.

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Pre 2010

Uploaded on 08/19/2009

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Fall 2002 Final Homework MATH 640
DUE: November 12, 2002
1. Let Vbe the subspace of L2(R)of all functions such that fand f0are piecewise continuous and vanish at ±.
Define the two operators Dand Mby:
(Df)(t) = f0(t),M f (t) = t f(t),fV.
(a) Simplify the expression DM MD.
(b) Simpify the inner product h(MaI)f|(DiαI)fiusing the identity ha+b|c+di=ha|ci+ha|di+hb|ci+
hb|diand other basic properties of the inner product.
(c) Simplify the inner product h(DiαI)f|(MaI)fi, using the above idea.
(d) Verify the identity that was used in proving the Heisenberg Uncertainity Principle that is found at page 92
of the notes:
−h(MaI)f|(DiαI)fi h(DiαI)f|(MaI)fi=kfk2.
2. Let f[n] = rnfor n=0,1,...,N1 and rC. Suppose that ris not an N-th root of unity. Find its discrete
Fourier transform. Supply all details.
3. Write the Discrete Fourier Transform for N=6 in terms of the DFT with N=3 as in the notes on page 99; that
is, separate out the even and odd components. Next, write out the matrix factorization on page 100, equation
(4.10) explicitly as well.
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Fall 2002 Final Homework MATH 640

DUE: November 12, 2002

  1. Let V be the subspace of L^2 ( R ) of all functions such that f and f ′^ are piecewise continuous and vanish at ±∞. Define the two operators D and M by:

(D f )(t) = f ′(t), M f (t) = t f (t), f ∈ V.

(a) Simplify the expression DM − MD. (b) Simpify the inner product 〈(M − aI) f |(D − iαI) f 〉 using the identity 〈a + b|c + d〉 = 〈a|c〉 + 〈a|d〉 + 〈b|c〉 + 〈b|d〉 and other basic properties of the inner product. (c) Simplify the inner product 〈(D − iαI) f |(M − aI) f 〉, using the above idea. (d) Verify the identity that was used in proving the Heisenberg Uncertainity Principle that is found at page 92 of the notes: −〈(M − aI) f |(D − iαI) f 〉 − 〈(D − iαI) f |(M − aI) f 〉 = ‖ f ‖^2.

  1. Let f [n] = r n^ for n = 0 , 1 ,... , N − 1 and r ∈ C. Suppose that r is not an N-th root of unity. Find its discrete Fourier transform. Supply all details.
  2. Write the Discrete Fourier Transform for N = 6 in terms of the DFT with N = 3 as in the notes on page 99; that is, separate out the even and odd components. Next, write out the matrix factorization on page 100, equation (4.10) explicitly as well.