Questions tagged [hilbert-spaces]

For questions involving Hilbert spaces, that is, complete normed spaces whose norm comes from an inner product.

Let $H$ a vector space over the field $\mathbb C$, and $\langle \cdot,\cdot\rangle\colon H\times H\to \mathbb{C}$ a map which satisfies

  1. $\langle x,x\rangle =0\Longrightarrow x=0$ and $\langle x,x\rangle\geqslant 0$ for all $x\in H$,
  2. $(\forall x,y\in H):\langle x,y\rangle=\overline{\langle y,x\rangle}$,
  3. $(\forall x_1,x_2,y\in H)(\forall\alpha_1,\alpha_2\in\mathbb C):\langle \alpha_1 x_1+\alpha_2 x_2,y\rangle=\alpha_1\langle x_1,y\rangle+\alpha_2\langle x_2,y\rangle$.

The map $\lVert\cdot\rVert\colon H\to\mathbb R_+$, defined by $\lVert x\rVert =\langle x,x\rangle^{\frac 12}$ is a norm.

If $(H,\lVert \cdot\rVert)$ is complete, then $H$ is called a Hilbert space.

Example: The space $H$ of all sequences $x_0,x_1,x_2,\ldots$ of complex numbers such that $\sum_{n=0}^\infty|x_n|^2<\infty$, with the inner product $$\bigl\langle(x_0,x_1,x_2,\ldots),(y_0,y_1,y_2,\ldots)\bigr\rangle =\sum_{n=0}^{+\infty}x_n\overline{y_n}$$is a Hilbert space.

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An orthonormal subset of a Hilbert space is closed.

In Rudin Real and Complex Analysis there is an exercise (6, Ch. 4) that asks to show that a countably infinite orthonormal set $\{u_n:n\in\mathbb{N}\}$ in a Hilbert space $H$ is closed and bounded but not compact. That it is bounded and not compact…
David
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An interesting condition for the completeness of an orthonormal system in $ L^2([0,1]) $

Let $\{u_n\}$ be an orthonormal system in $L^2([0,1])$, prove that $\{u_n\}$ is complete iff $$ \sum_{n=1}^\infty \intop_0^1 \left|\intop_0^x u_n(t)\;dt\right|^2 dx = 1/2.$$ It should be noted that in the previous clause I proved that $\{u_n\}$ is…
Shai Deshe
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$ H $ hilbert space: Hamel dimension of $ H $ = Hilbert dimension of $ H $ $ \Leftrightarrow$ dim $ H $ is finite

Clearly $\Leftarrow $ is a trivial trivial application of G-Schmidt algorithm. I've experienced some trouble in proving the other direction. I focused my self on the fact that span($ A $)=$ H $ (it can be not closed) where A is an Hamel base, but i…
Riccardo
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Question about finding minimum-Hilbert spaces

How to find $$\min_{a,b,c\in\mathbb{C}}{\int_0^{\infty}} |a+bx+cx^2+x^3|^2 e^{-x} dx = ?$$ Thanks in advance.
alans
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Characterization of compact operators on Hilbert spaces

Let $K(H,H)$ be a linear bounded operator. Is it true that given an orthonormal basis $\{e_n\}_n$ if $Ke_n\to 0$ then $K$ is compact? I know that in an Hilbert space $K$ is compact iff it is weak-strong convergent, so the question can be also…
Davide Maran
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Banach space into hilbert space

If the parallelogram equality holds for a given norm ||·|| in a Banach space. What is the formula for the associated scalar product in terms of this norm that makes this Banach space into a Hilbert space?
rho123
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Are the real numbers an example of a Hilbert space or is it rather the real number plane?

Reason I ask, I am studying lecture on Hilbert spaces and the real numbers are the first example of a Hilbert space. The the lecture talks about completeness and demonstrates the concept using a real number line. Naturally I wonder is the real…
Sedumjoy
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Is $T^*T = I$ if $T^* T$ is unitary?

Let $\mathcal{H}$ be a complex Hilbert space which has at most countable basis, and $T: \mathcal{H} \to \mathcal{H}$ be a bounded linear operator. I am trying to prove that $T^* T = I$ if $T^* T$ is unitary. (Here $T^*$ denotes the adjoint of $T$…
user438618
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is a direct sum of Hilbert spaces a Hilbert space.?

I have read in proofwiki that a direct sum of Hilbert spaces is a Hilbert space. However, Wikipedia Page about direct sum says it is not necessarily true, that is, the direct sum of Hilbert spaces is not always a complete space. Which of them is…
user38397
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How to conclude $\Re $ is zero?

I'm in a Hilbert space $H$ and for $z,v, h \in H$ and $t \in \mathbb C$ I have $$ \|z\|^2 \leq \|h−(tv+y)\|^2 = \|z−tv\|^2 =\|z\|^2 −2\Re(t⟨v,z⟩)+|t|^2\|v\|^2$$ According to my notes it follows from this that $\Re(t⟨v,z⟩) = 0$ for all $t$. How does…
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Condition for orthonormal set to be basis of Hilbert space

Let $H$ be a hilbert space. And let$ B$ be a basis of $H$. I think a orthonormal set$ S$ to be a basis iff $|S| =|B|$. (But I'm not sure about this) Am I right? If this is wrong, is the same argument right under the condition $H$ is separable? The…
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Prove that $\bigcap_n K_n \neq ∅$.

Let $H$ be a Hilbert space. Discuss the validity of the following statement: If ${K_n}$ is a decreasing sequence of nonempty, bounded, closed convex sets in $H$, then $\bigcap_n K_n \neq ∅$. My work: Let $L_n=\inf\{\|x\|:x\in K_n\}$. Then…
Extremal
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Definition of unitary operators

Let $\phi, \psi \in \mathcal{H}$ be some element from a hilbert space $\mathcal{H}$ and $U$ a linear operator $U: \mathcal{H} \rightarrow \mathcal{H}$. Does $$ \forall \phi: \| U \phi \|^2 = \| \phi \|^2 = (\phi, \phi) $$ imply that $U$ is unitary?…
cschwan
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Sum of closed linear subspaces necessarily closed?

Let $H$ be an infinite-dimensional Hilbert space. Let $L_1,L_2 \subset H$ be two closed linear subspaces. If it is also known that $L_1 \perp L_2$ then it is not hard to show that $L_1 + L_2 = \{x_1 + x_2 | x_1 \in L_1, x_2 \in L_2 \}$ is also…
Aahz
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Can Hilbert spaces generalize non-Euclidean geometry by having the sum of the angles of a triangle not be equal to pi?

I am an amateur mathematician learning new things. Let A and B be vectors in a Hilbert space. The three vectors A, B and A-B form a triangle. The idea of the angle between two vectors can be captured using the inner product: the arc cosine of the…
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