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.

8254 questions
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Does a square-integrable function always have the derivative of its integral over one variable equal to zero?

In quantum mechanics, one requires that $$\frac{d}{dt}\int_{-\infty}^\infty\left|\psi(x,t)\right|^2dx=0$$ in order for normalization to be independent of time. In general, is it true that for any function $f\in L^2(\mathbb…
james
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orthogonal projection of a sum on a closed cone

Let $C$ be a convex closed cone of a Hilbert space containing $0$. We denote by $P$ the orthogonal projection on $C$ and $x$, $y$ two elements of $H$. My question is: do we have the following inequality: $\left\|P(x+y)\right\| \leq…
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Orthogonal subspace on a Hilbert space

Let $X$ be a Hilbert space and $\varphi \in X' \setminus \left\{0\right\}$. If $$C=\left\{x \in X: \varphi(x)=1\right\},$$ how can I find $C^{\perp}$?
Nicola M.
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every diagonalizable operator is normal

Suppose that $H $ is an infinite Hilbert space and $T$ is a diagonalizable operator on it i.e. for an orthonormal basis $\{e_n\}$ for $H$ an operator $T$ is diagonalizable if $Te_n=\lambda_n e_n$ in which case $||T||=\sup\{|\lambda_n|:n\geq 1\}$…
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Hilbert space orthogonal sum identification

(Analysis Now, Pederson) Let $H_\alpha$ be a collection of Hilbert spaces. Let $\sum_\alpha H_\alpha $ be the algebraic direct sum of the $H_\alpha$, i.e. the space of $x \in \prod_\alpha H_\alpha $ such that $x_\alpha = 0$ except finitely many…
Lucas
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Non-standard basis for $\ell^2$

We have $\{e_1, e_2,...,e_n,...\}$ the standard orthonormal basis on $\ell^2$ , the space of square summable sequences. We construct the following set $$u_1 = \frac {e_0 -e_1}{\sqrt{2}} ; \ \ \ \ u_2= \frac {e_0 +e_1 - 2e_2}{\sqrt{6}} \ \ ; \ \…
omega-stable
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Hilbert space and a linear map

Let $H$ is a Hilbert space. Let $f:H \rightarrow \mathbb{C}$ is linear and that there is a constant $C$ such that $|f(x)| \leq C ||x||$ for all $x \in H$ Suppose {$e_n$} is a complete orthonormal set for $H$. show that y=$\Sigma e_n…
Andy
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System in Hilbert Space

Let $\phi_1, \phi_2,\dots$ be a complete orthonormal system in a Hilbert space. Define vectors by $$\psi_n=C_n(\sum_{k=1}^n \phi_k-n\phi_{n+1})$$ $(n=1, 2, \dots)$. (i) Show that $\psi_1, \psi_2, \dots$ form an orthogonal system in this Hilbert…
Alex
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Conditions for existence of a bounded operator on Hilbert space

Suppose we have 2 sequences $(f_n)$ and $(g_n)$ in Hilbert space $\mathcal{H}$ that are linearly independent and bounded. Is it known under what conditions there is a bounded linear operator $A \colon \mathcal{H} \to \mathcal{H}$ such…
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Why does riesz representation for Hilbert spaces give antilinear isomorphism

In many sources including Wikipedia, we see that there is an antilinear isomorphism between $H$ and its dual given by $\phi(y) = \langle \cdot, y \rangle$. Why not change the definition to put $y$ in the first slot instead, and thereby get a plain…
keej
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Can the Hilbert space from Gaussian kernel admit a basis with uncountable vectors?

According to Mercer's theorem, for $\mathbf{x},\mathbf{y}\in\mathbb{R}^d$, the symmetric positive-definite kernel $\exp\left(-\|\mathbf{x}-\mathbf{y}\|^2/(2\sigma^2)\right)$ admits an orthogonal basis $\{\phi_i(\cdot)\}_i$ with countable vectors,…
Ziyuan
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What sequence of functions (example) proves that $C ^1( [0,1])$ is not a Hilbert space?

Hello: I have to prove that $C^1([0,1])$ is not a Hilbert space. (with respect to $\def\norm#1{\left\|#1\right\|}\norm\cdot_*$; the norm is given by $$ \norm f_* := \bigl(\norm{f}_2^2 + \norm{f'}_2^2\bigr)^{\frac 12} $$ So, I need to find a…
Jhon S
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Estimate the remainder in Taylor's formula for a nonlinear map between Hilbert spaces

I am trying to get my head around these introduction to Hilbert/Banach spaces. I kind of get the basic, but is still currently struggle to prove the following question. Suppose $F(x)=0$ is a non-linear forward operator acting on a pair of Hilbert…
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How do functions form a Hilbert space

I'm trying to wrap my head around function spaces. I get that you can define the inner product as the integral the multiplication of two functions over the entire domain because it satisfies the properties of the inner product. What I don't…
coderdave
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Why is the sequence $(\langle x_n,a \rangle)$ Cauchy when $(x_n)$ is?

Let $\mathcal H$ a Hilbert space over $\mathbb R$ and $A = \{x\in \mathcal H : \langle x, a \rangle \geq 1 \}$. I'm trying to prove that $A$ is closed. Let $(x_n) \subset A$ be a Cauchy-sequence. Since $\mathcal H$ is a Hilbert space, the sequence…
Garogolun
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