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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Prove that $A^2$ is an Hilbert Space.

We denote by $A^2$ the space of analytic functions on $B_1=\{z=x+iy\in \mathbb{C}, x,y\in \mathbb{R}||z|<1\}$, such that $$\left(\int\int_{B_1}|f(z)|^2 dx \, dy\right)^{1/2}<+\infty$$ In $A^2$, we define the scalar product $$\langle f\mid…
Mark
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What am I doing wrong? inner product

The general form of an inner product in $\mathbb{C}^n$ is $\langle x,y\rangle=y^{*}Bx$ where B is a Hermitian positive definite matrix. Then for any square matrix $A$ we have $\langle Av,w\rangle=w^{*}BAv$ and $\langle…
epsilon
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Collection of bounded operators on a Hilbert space

Suppose $T_{k}$ is a collection of bounded operators on a Hilbert space $H$, with $\lVert T_{k} \rVert \leq 1$ for all $k$. Suppose also that $$T_{k}T^{*}_{j}=T^{*}_{k}T_{j}=0$$ for all $k$ not equal to $j$. Let $S_{N}= \sum_{k=-N}^{N} T_{k}$. Show…
Tim
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Hilbert Spaces as Euclidean Space generalization

A very (hopefully) simple question: So basically Hilbert Spaces are just Euclidean N-dimensional spaces with complex numbers instead of real numbers. Is that it, a fancy name just for this? (And of course the some redefinition of the mathematical…
user27221
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Equivalent inner product on Hilbert space

Let $(H, (\cdot,\cdot)_1)$ be a Hilbert space. Suppose also that $(\cdot,\cdot)_2$ is an inner product on $H$ which is norm-equivalent with $(\cdot,\cdot)$. Is it possible to write the second inner product in terms of the first? For example, perhaps…
matt.w
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Confusion related to reproducing kernels

I was reading this paper and I came across Reproducing Kernel Hilbert Space. I tried to read some references related to it. However, I couldn't understand much. I didn't get why they are called reproducing kernels. Can anyone give me any pointers or…
user34790
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A sequence with finite inner product with any element of $\ell^2$ is itself in $\ell^2$

$\ell^2$ here is real, not complex. Consider a sequence $x:\mathbb{N}\to\mathbb{R}$. For any element $y\in\ell^2$, we have $(x,y)_{\ell^2}<\infty$. How do we prove that $x\in\ell^2$? We can assume all the entries of $x$ and $y$ above are…
J. Doe
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Why $(\operatorname{Im}(M^{1/2}), (\cdot,\cdot))$ is a Hilbert space?

Let $\mathcal{B}(F)$ the algebra of all bounded linear operators on an infinite dimensional complex Hilbert space $(F,\langle\cdot,\cdot\rangle)$. Let $M\in \mathcal{B}(F)^+$ (i.e. $\langle Mx\;, \;x\rangle\geq 0$ for all $x\in F$). Let $P$ denotes…
Schüler
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Tensor product of two (symmetric) Fock spaces

my question can be quickly stated as follows: is the tensor product of two bosonic Fock spaces again a Fock space? More precisely, given a separable Hilbert space $\mathfrak{h}$, I have the following Hilbert space \begin{equation} …
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Existence of an ergodic-looking limit in a Hilbert space

This is part of a problem from Reed & Simon's Functional Analysis -- I'll write the problem first. Let $V$ be a linear transform on the Hilbert space $H$, such that its powers are uniformly bounded, i.e. $\|V^n\|
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Orthogonal matrix

Let $A$ be a real $n \times n$ matrix. I'm trying to prove that if $A$ maps orthogonal vectors into orthogonal vectors and $\lVert A \rVert = 1$, then, for every $x,y \in \mathcal{l}_2^n$, $(Ax,Ay)=(x,y)$. Obviously $\mathcal{l}_2^n$ is…
ragrigg
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A simple proof that Every finite dimensional Hilbert space has orthonormal basis

The proof that Every Hilbert space has orthogonal basis requires Zorn's Lemma. But if the Hilbert Space is finite dimensional, does it still require? If it doesn't, how could I prove in simple terms that Every finite dimensional Hilbert space has…
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weak convergence in Hilbert space

I have the following theorem from the book "Applied Analaysis" by Hunters. Suppose that $x_n$ is a sequence in a Hilbert space $H$ and $D$ is a dense subset of $H$. Then, $$ converges to $$ for every $y\in H$ iff $\|x_n\|\leq M$ for…
yumiko
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Hilbert space: Proof the formula similar to Parallelogram Law

Let $H$ be a Hilbert space, and $x_1,x_2,x_3\in H$. I have to show that $$\|x_1-x_2\|^2+\|x_1-x_3\|^2+\|x_2-x_3\|^2=3(\|x_1\|^2+\|x_2\|^2+\|x_3\|^2)-\|x_1+x_2+x_3\|^2.$$ I think it similar to Parallelogram Law, we can expand everything in terms of…
Quyle
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Is $\operatorname{range} =\ker^\perp$ only true for projection?

Let $P$ be a linear operator on a Hilbert space $H$. If $\operatorname{range} P=(\ker P)^\perp$, is $P$ necessarily a projection, i.e., $P^2=P$?
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