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Consider $P_2$ together with the inner product $(p(x), q(x)) = p(0)q(0) + p(1)q(1) + p(2)q(2)$. Find the projection of $p(x)=x$ onto the subspace $W=\operatorname{span}\{-x+1,x^{2}+2\}$.

How do you solve this question? I don't get what it means to find the projection of $p(x)=x$ onto $W$. I'm only used to finding the projection of a vector onto $W$.

I did, however, find the orthogonal basis for the subspace being $\{-x+1, x^{2}-2x+4\}$. But I don't know how to apply this to the projection equation.

Can someone please help me?

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    @Erik: Before it was stated what $W$ was (the problem was just edited), the alleged orthogonal basis appeared *ex nihilo*; no way to verify if it was correct or not.2012-06-24

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Suppose $\mathbf{V}$ is an inner product vector space, and $\mathbf{W}$ is a subspace. If $\beta=\{\mathbf{w}_1,\ldots,\mathbf{w}_k\}$ is an orthonormal basis for $\mathbf{W}$, then the orthogonal projection onto $\mathbf{W}$ can be computed using $\beta$: given a vector $\mathbf{v}$, the orthogonal projection onto $\mathbf{W}$ is $\pi_{\mathbf{W}}(\mathbf{v}) = \langle \mathbf{v},\mathbf{w}_1\rangle \mathbf{w}_1+\cdots + \langle \mathbf{v},\mathbf{w}_k\rangle \mathbf{w}_k.$

If you only have an orthogonal basis, then you need to divide each factor by the square of the norm of the basis vectors. That is, if you have an orthogonal basis $\gamma = \{\mathbf{z}_1,\ldots,\mathbf{z}_k\}$, then the projection is given by: $\pi_{\mathbf{W}}(\mathbf{v}) = \frac{\langle\mathbf{v},\mathbf{z}_1\rangle}{\langle \mathbf{z}_1,\mathbf{z}_1\rangle}\mathbf{z}_1 + \cdots + \frac{\langle\mathbf{v},\mathbf{z}_k\rangle}{\langle\mathbf{z}_k,\mathbf{z}_k\rangle}\mathbf{z}_k.$

Here, you have a subspace for which you say you already have an orthogonal basis. And you have your vector: $\mathbf{v} = x$. So all you have to do is use the usual formula with these vectors and this inner product. For example, with $\mathbf{v}=x$ and $\mathbf{z}_1 = -x + 1$, we have: $\langle x,-x+1\rangle = (0)(-0+1) + (1)(-1+1) + (2)(-2+1) = 0+0-2 = -2.$

Etc.

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    Alright, tha$n$ks2012-06-24