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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Separable Hilbert space convergence problem

Suppose that $\{x_j \}_{1}^{\infty}$ is a sequence of separable Hilbert space $X$ and that $\|x_j\| \leq 1$ for all $j$. Show that there is a subsequence $\{x_{j_k} \}_{k=1}^{\infty}$ such that for every $y\in X$, $\{\langle y,x_{j_k}\rangle…
Wolfy
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How quickly does the inner product of an L-2 function against its translates decay?

Let $H$ be the Hilbert space $L^2(\mathbb{R})$. For $t \in \mathbb{R}$, let $\lambda_t \in B(H)$ be the unitary operator which translates by $t$, that is $(\lambda_t \xi)(s) = \xi(-t +s)$. For $\xi \in H$, fixed but arbitrary, define $f_\xi$ by…
Mike F
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norm of orthogonal projection of some vector in Hilbert space

Let $H$ be Hilbert space and $u_1,u_2,...u_n \in H$ (vectors dont have to be orthogonal) $V=span\{u_1,u_2,...u_n\}\subset H$ and $S$ is unit sphere in $V$. $P_V$ is orthogonal projection on V. Now lets take some $h\in H$ $$ \sup_{v\in S}|\langle…
jack
  • 691
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Hilbert space linear operator question

Let $\mathcal{H}$ be the vector space of all complex-valued, absolutely continuous functions on $[0,1]$ such that $f(0)=0$ and $f^{'}\in L^2[0,1]$. Define an inner product on $\mathcal{H}$ by $$\langle…
john
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Find a function $f$ such that $\int_{-\pi}^\pi xf(x) dx = \int_{-\pi}^\pi g(x)f(x)dx$

Problem Statement: We assume the following: $L^2[-\pi,\pi]$ is a real Hilbert space with the inner product $$\langle f,g\rangle = \int_{-\pi}^\pi f(x)g(x)dx$$ and the…
poppy3345
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Verification of a theorem regarding Mercer Kernel.

if $\langle x,y\rangle$ is a Mercer kernel, then is $\langle c_1 x_1 + c_2 x_2,y\rangle$ a Mercer kernel where $c_1+c_2=1$? Ans: I give the following (dirty) line of proof. Please tell whether its OK or not. $\langle x,y\rangle_K = \langle…
Hamza
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distances in $l^2$

This problem was posed by my friend and he said I may want to use some combinatorial set theory: Can you give me example of an uncountable $X \subseteq l^2$ (the Banach space of square summable sequences of reals) such that any two points in $X$ are…
Will
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A question about projection in Hilbert space .

Let $a$ be a non-zero element of an Hilbert space $H$. I try to prove that for every $x\in H$, $$ d(x, \{a\}^{\perp})=\frac{\left|\langle x,a\rangle \right|}{\left\|a\right\|}. $$ So $d(x, \{a\}^{\perp})= \left\|x- p(x)\right\|$ where $p(x)$ is…
Zbigniew
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A matrix as eigenvalue?

I wonder if some work has been developed on operators in Hilbert space that have the property of having matrices instead of numbers as eigenvalues (the matrices do not necessarily act on vectors in the Hilbert space - and they can be of a different…
Mathias
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How to find all isometries of Hilbert space?

We know all isometries of $\mathbb R^n $ are composition of transfer by orthogonal linear functions. How to find all surjective isometries of Hilbert space? Is there similarity?
Daejvad
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Examples of Hilbert spaces

Throughout my education I've encountered the following examples of Hilbert spaces: 1) the wave functions of a quantum mechanical system are elements of a Hilbert space 2) in the finite element method for solving PDEs solution can be approximated…
Nikolay
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Zero Operators on Complex Hilbert Space

This is a problem from Kreyszig's Introdcutory Functional Analysis with Applications. If for any $x$ in a complex Hilbert Space $ = 0$, show that $T\equiv 0$. Any clue?
Yan Zhu
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Distance between unbounded closed convex subsets of Hilbert space

Suppose that $A$ and $B$ are nonempty closed convex subsets of the Hilbert space $H$. Case I: If $A$ or $B$ is bounded, I can prove that there exist $a\in A$ and $b\in B$ such that $$d(A,B) = d(a,b),$$ where $d(A,B) := \inf\{d(x,y)\mid x\in A,\,…
Stephen
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Prove that $F=\{ x =(\xi_n) \in E : \sum_{n=1}^\infty \frac{\xi_n}{n} = 0 \}$ is closed

Let $E= \{x=(\xi_{n}: \exists n_x: \xi_m = 0 \quad \forall m>n_x \}$. We define $F=\{ x =(\xi_n) \in E : \sum_{n=1}^\infty \frac{\xi_n}{n} = 0 \}$ subspace of E. Prove that this subspace is closed. I try proving that if $x = (\xi_n)$ is the limit of…
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Exercise over Haar functions

$\newcommand{\span}{\operatorname{span}}$ Define $e_{0,0}\equiv 1$, and for all $n\in \mathbb{N}$ $$e_{n,k}=\begin{cases} 2^{n/2} &\text{if } \frac{k-1}{2^n}\leq x\lt \frac{k-\frac{1}{2}}{2^n}\\ -2^{n/2}&\text{if } \frac{k-\frac{1}{2}}{2^n}\leq x\lt…