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
0
votes
1 answer

Prove that $(A^\bot)^\bot = \overline{\operatorname{span}A}$

I proved that $(A^\bot)^\bot \supset \overline{\operatorname{span}A}$. To prove the reverse inclusion, let $x \in (A^\bot)^\bot$, then $\langle x, y\rangle = 0$ for all $y \in A^\bot$. How can I proceed? Can anyone suggest a proof without refering…
ywx
  • 299
  • 2
  • 10
0
votes
1 answer

Unitary space: prove that

How I can start this problem? $ X $ is unitary space. Prove that if $M_1, M_2 \subset X: $ $M_1\neq \emptyset ,M_2\neq \emptyset$ and $ M_1 \subset M_2 $ then $ M_2^\perp \subset M_1^\perp $ Thank you in advance
pupilx
  • 115
0
votes
1 answer

Prove that conditions are equivalent

$ X $ is unitary space, $ x,y \in X $. Prove that following conditions are equivalent: $ x \perp y $ $ ||x|| \leq ||x+ty|| $ $ t \in C $ $ ||x+ty||=||x-ty|| $ $ t \in C $ Unfortunatelly, I'm not able to solve it I was thinking about using…
pupilx
  • 115
0
votes
1 answer

Norm of a self adjoint operator

Let $T$ be a (bounded) self-adjoint operator on a Hilbert space. Is it true that $||T^k|| = ||T||^k$ for all positive integers $k$? It's true for $k=1,2$, and I'm wondering if this could be generalized. I tried this with some examples and it appears…
0
votes
0 answers

Explanation of the proof of Theorem 2.13 in Young, "An introduction to Hilbert Space"

Let $\lVert\cdot\lVert$ be any norm on the vector space $E$ and let $\rho\left(\sum^n_{j=1}\lambda_je_j\right)=\left(\sum^n_{j=1}|\lambda_j|^2\right)^{1/2}$ where $(e_j)$ is a basis for $E$. Now Young argues that…
msx
  • 239
0
votes
1 answer

Mercer's expansion on Sinc function

I hope to know about the Mercer's expansion on $K(x,y) = \frac{\sin(x-y)}{\pi(x-y)}$, which is the reproducing kernel for a Hilbert space of band-limited functions. By Mercer's theorem, it can be written as $K(x,y) = \sum_{i=1}^\infty \lambda_i…
0
votes
1 answer

Is the closed span itself a hilbert space?

Let $(X_t)$ denote a process, where $X_t\in L^2(\Omega,F,P)$. Here, $L^2$ is a Hilbert space with inner product $\langle X,Y\rangle = E(XY)$. Maybe a stupid question but is the closed span $$ \overline{\text{sp}}\left\{X_1,\ldots,X_n\right\} $$ a…
M. Meyer
  • 639
0
votes
1 answer

Some example about orthonormal continuous bases

I have an assignment in where i need to prove if a given continuous base is orthonormal and complete. I have the theory but no examples as a starting point. $$\phi_n (k,x) = \Bigg\{ \sqrt{\frac{2}{\pi}} sin(kx) \Bigg\}$$ with: $$0 \leqslant k <…
0
votes
1 answer

Hilbert space from signal processing view!

I am electrical engineer and not so much deep into math. I have one question that i think some of you may enlighten me up. The concept Hilbert space; I know the idea is related to Fourier series/transform in signal analysis (etc. The issue of…
fery
  • 94
0
votes
2 answers

What is the analogy between how logical relations are defined in set theory and hilbert space?

I am reading about hilbert spaces ( in relation to quantum mechanics ). The book I am reading ( link is not available ) tries to tell how logical relations are defined in hilbert space. I am confused by the following line If E is an orthogonal…
0
votes
2 answers

property of orthonormal systems and sequences in Hilbert space

Problem: Let $H$ be a separable Hilbert space and {$e_n$} a complete orthonormal system of $H$. Prove that, if {$y_k$} is a bounded sequence in $H$, the condition $\lim_{k→∞} (e_n , y_k ) = 0$ for every $n$ implies $\lim_{k→∞} (x, y_k ) = 0$ for…
0
votes
0 answers

Does conjugation by half invertible matrices preserve spectrum?

Conjugation by an invertible matrix preserves the spectrum, but does conjugation by a left/right invertible matrix also preserve spectrum? My motivating situation was considering non-unitary isometries/coisometries over an (infinite dimensional)…
user247773
0
votes
2 answers

To show $I+ A$ is non singular

$A$ is a positive operator on Hilbert space $H$, I have to show the title of this question. Since $A $ is positive so all eigenvalues are $\ge 0$, so eigenvalues of $I+A$ are $\ge 1$, so $\det(I+A) \ne 0$, hence non singular. Is my proof correct?…
Myshkin
  • 35,974
  • 27
  • 154
  • 332
0
votes
1 answer

Given any countable collection of non-zero vectors in a Hilbert space

Let $\{\alpha_i\}$ be a countable collection of non-zero vectors in a Hilbert space $H$. Is there exist a vector $\beta \in H$ such that $\langle \beta , \alpha_i \rangle \neq 0$ for all $i$ ?
Mambo
  • 585
0
votes
1 answer

Norm of a linear continuous form

Let $E=\{f\colon[0,2]\to\mathbb{R} \mid f \text{ continuous} \}$ be a prehilbert space equipped with inner product: $$\langle f,g\rangle=\int_0^2 f(t)g(t)\, dt$$ And let : $$U\colon E \to\mathbb{R}$$ $$f \mapsto \int_0^1 t^2 f(t)\,…
Math1995
  • 964