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A problem on finding orthogonal basis and projection

  1. Nov 21, 2011 #1
    Use the inner product <f,g> = integral f(x) g(x) dx from 0 to 1 for continuous functions on the inerval [0, 1]

    a) Find an orthogonal basis for span = {x, x^2, x^3}

    b) Project the function y = 3(x+x^2) onto this basis.
    ---------------------------------------------------------
    I know the following:
    Two vectors are orthogonal if their inner product = 0
    A set of vectors is orthogonal if <v1,v2> = 0 where v1 and v2 are members of the set and v1 is not equal to v2
    If S = {v1, v2, ..., vn} is a basis for inner product space and S is also an orthogonal set, then S is an orthogonal basis.

    Regarding projection, I know that if W is a finite dimensional subspace of an inner product space V and W has an orthogonal basis S = {v1, v2, ..., vn} and that u is any vector in V then,
    projection of u onto W = <u, v1> v1/||v1||^2 + <u, v2> v2/||v2||^2 + <u, v3> v3/||v3||^2 + ...<u, vn> vn/||vn||^2

    I can calculate integrals, but I really do not know how to fit all these together for this problem. I am not sure how to start.
     
  2. jcsd
  3. Nov 21, 2011 #2
  4. Nov 21, 2011 #3
    Sorry, but still I did not understand. Can you at least give major steps?
     
  5. Nov 21, 2011 #4
    What are the column vectors of S ?
     
  6. Nov 21, 2011 #5
    Is this correct for part a?

    If r + s = n, then
    <x^r, x^s> = ∫_0^1 x^n dx = x^(n+1)/(n+1) (0, 1)
    = 1^(n+1)/(n+1) - 0^(n+1)/(n+1)
    = 1/(n+1)

    Let the orthogonal basis = {f1, f2, f3}

    Put f1 = 1
    f2 = t^2- (<t^2,t>)/(<t,t>)*t = t^2- (1/4)/(1/3)*t = t^2 - 3t/4
    f3 = t^3- (<t^3,t>)/(<t,t>)*t - (<t^3,t^2>)/(<t^2,t^2>)*t^2
    = t^3 - (1/5)/(1/3)*t - (1/6)/(1/5) * t^2 = t^3-3t/5-(5t^2)/6

    The orthogonal basis = {1, t^2 - 3t/4, t^3-3t/5-(5t^2)/6}

    --------------
    How do I solve part b ?
     
  7. Nov 23, 2011 #6
    Shouldn't that be [itex] f_1 = t [/itex] since you're orthogonalizing the basis [itex] \{x, x^2, x^3\}[/itex]? You should set [itex] f_1[/itex] equal to the first vector of the original basis. Actually, it looks like you took [itex] f_1 = t [/itex] for the calculation of [itex] f_2 [/itex]...
    Make sure you're following the formula I linked. You should be taking the projection along the orthogonal vectors you calculated previously, so you should have
    [tex]
    f_3 = t^3 - \frac{\langle t^3, f_1 \rangle}{\|f_1\|^2} f_1 - \frac{\langle t^3, f_2 \rangle}{\|f_2\|^2} f_2
    [/tex]

    I think you calculated [itex] f_2[/itex] correctly, but not [itex] f_3 [/itex].
    You wrote the formula for this in your first post. Once you finish part (a), you can use it.
     
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