Section 20.2

Separability, Bessel's Inequality, and Orthonormal Bases

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Problem 20.16

Show that an orthonormal subset of a separable Hilbert space HH must be countable.

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Problem 20.17

Let {φk}\left\{ \varphi_{k}\right\} be an orthonormal sequence in a Hilbert space HH. Show that {φk}\left\{ \varphi_{k}\right\} converges weakly to 0 in HH.

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Problem 20.18

Let {φk}\left\{ \varphi_{k}\right\} be an orthonormal basis for the separable Hilbert space HH. Show that {un}→u\left\{ u_{n}\right\} \rightarrow u weakly if and only if {un}\left\{ u_{n}\right\} is bounded and, for each k,lim⁡n→∞⟨un,φk⟩=⟨u,φk⟩k, \lim_{n \rightarrow \infty } \left\langle u_{n}, \varphi_{k} \right\rangle = \left\langle u, \varphi_{k} \right\rangle.

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Problem 20.19

Show that any two infinite dimensional separable Hilbert spaces are isometrically isomorphic and that any such isomorphism preserves the inner-product.

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Problem 20.20

Let VV a closed, separable subspace of HH for which {φk}\left\{ \varphi_{k}\right\} is an orthonormal basis. Show that the orthogonal projection of HH onto V,PV, P, is given by

P(h)=∑k=1∞⟨φk,h⟩φk for all h∈H. P(h) = \sum _{k = 1}^{\infty } \left\langle \varphi _{k}, h \right\rangle \varphi _{k} \text{ for all } h \in H .
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Problem 20.21

Let {φk}\left\{ \varphi_{k}\right\} be an orthonormal basis for a Hilbert space HH. Verify that

∥h∥2=∑k=1∞⟨φk,h⟩2 for all h∈H. \left\| h\right\| ^{2} = \sum _{k = 1}^{\infty } \left\langle \varphi _{k}, h \right\rangle ^{2} \text{ for all } h \in H .

Also verify that

⟨u,v⟩=∑k=1∞ak⋅bk for all u,v∈H, \left\langle u, v \right\rangle = \sum _{k = 1}^{\infty } a_{k} \cdot b_{k} \text{ for all } u, v \in H,

where, for each natural number k,ak=⟨u,φk⟩k, a_{k} = \left\langle u, \varphi_{k} \right\rangle and bk=⟨v,φk⟩b_{k} = \left\langle v, \varphi_{k} \right\rangle.

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Problem 20.22

Verify the assertions in the example of the orthonormal basis for L2[0,2π]L^{2}[0,2 \pi ].

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Problem 20.23

Use Proposition 5 and the Stone-Weierstrass Theorem to show that for each f∈L2[−π,π]f \in L^{2}[-\pi , \pi ],

f(x)=a0/2+∑k=1∞[ak⋅cos⁡kx+bk⋅sin⁡kx], f(x) = a_{0} / 2+\sum _{k = 1}^{\infty }\left[a_{k} \cdot \cos k x+b_{k} \cdot \sin k x\right],

where the convergence is in L2[−π,π]L^{2}[-\pi , \pi ] and each

ak=1π∫−ππf(x)cos⁡kxdx and bk=1π∫−ππf(x)sin⁡kxdx. a_{k} = \frac{1}{\pi } \int _{-\pi }^{\pi } f(x) \cos k x d x \text{ and } b_{k} = \frac{1}{\pi } \int _{-\pi }^{\pi } f(x) \sin k x d x .

Proposition 5: An orthonormal sequence {φk}\left\{ \varphi_{k}\right\} in a Hilbert space HH is complete if and only if it is an orthonormal basis.

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