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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Show the Cauchy-Schwarz inequality holds on a Hilbert space

How would one go about showing this? Its a question in one of the workbooks but it doesn't provide an answer. Any help would be appreciated.
user109331
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Orthonormal basis in Hilbert space - 2 questions

I know there have been a number of questions on Hilbert spaces and orthonormal basis, but I can't find any answers to these two questions: 1) Let $H$ be a Hilbert space, and say we found a Hilbert basis by taking a maximal orthonormal set. This…
suncup224
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About eigenspaces

In the context of a Hilbert space $H$, when an operator $A$ is diagonalizable we usually decompose the Hilbert space into direct sum of eigenspaces $$H=\bigoplus\limits_{n=1}^\infty E_n$$ where $E_n$ denotes the n$th$ eigenspace of $A$. I am…
Yun
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Help on a Hilbert Space theory utilization.

I need some help here concerning the Hilbert Spaces theory. Below, you can see a part of Olivier Chapelle's paper: "Training a Support Vector Machine in the Primal". As you can see below, in Eq.(8) the optimization problem is stated in its primal…
nullgeppetto
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Show this subpace of a Hilbert space is dense

This is part of an exercise in Rudin's Functional Analysis, in the chapter on Unbounded Operators. Let $H$ be a Hilbert space with orthonormal basis $\{e_n\}$. Let $X$ be the set of all finite sums $\displaystyle\sum\limits_{i=0}^n \alpha_ie_i$…
Arundhathi
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subset of hilbert space is weakly bounded iff it is bounded

Let $\mathbb{H}$ be a hilbert space, $E \subset \mathbb{H}$. We say that $E$ is weakly bounded if for every $y \in \mathbb{H}$, there is some $\alpha_{y} \geq 0$ such that $|| \leq \alpha_{y}$ for all $x \in E$. Then show that a subset of a…
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Is the fractional Laplacian on $\mathbb{R}$ of trace class or not?

Is the fractional Laplacian on $\mathbb{R}$ of trace class or not? I don't know the basis of $\mathrm{L}^{2}(\mathbb{R})$ for applying the definition of a trace class operator. Thank you very much.
rachid
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Sufficient condition of a projection operator P on a Hilbert space H

In a Hilbert space, is the idempotence condition of an operator P sufficient to assert that the operator is a projection operator or is it necessary that the operator is also self-adjoint?
Mario
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Hilbert space structure on Complex polynomials

Is there some sort of natural Hilbert space structure on $\mathbb{C}[z]$ so that $\{\frac{z^k}{\sqrt{k!}}\}$ are orthonormal? Can this structure be extended to $\mathbb{C}[z_1]\otimes \mathbb{C}[z_2]\otimes\cdots$ ? Is there any physical context…
Chapian
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Is this wiki sentence problematic?

In wiki's page of Orthonormal basis, there's such a sentence. Using Zorn's lemma and the Gram–Schmidt process (or more simply well-ordering and transfinite recursion), one can show that every Hilbert space admits an orthonormal basis. Seems that…
Michael
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Prove that $l^2$ is a Hilbert space

I'm coursing an introduction to Hilbert spaces and I recently saw in the book "A Course in Modern Mathematical Physics" by P. Szekeres a proof that I don't completely understand. The aim is to prove that $l^2$ (the set of all complex sequences where…
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Hilbert space of linear dimension $\aleph_0$

I have been reading Douglas's book "Banach Algebra Techniques in Spectral Theory," and encountered a problem that confuses me: 3.19: Show that no Hilbert space has linear dimension $\aleph_0$. (Hint: Use the Baire category theorem.) I don't see…
user_35
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Zero condition for bounded operators on Hilbert space

I found in a math textbook this exercise: show that, if A is a linear bounded operator on a complex hilbert space H and = $0$ for every x in H, then A= $0$. Why the operator is required to be bounded? An hint is specified in the textbook:…
dallla
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Hilbert basis and Parseval's identity

i am trying to do the following : Let $H$ be a Hilbert space and $(e_n)_{n \in \mathbb{N}}$ a sequence of vectors of $H$ such that $\| e_n \|=1$ for all $n \in \mathbb{N}$. We suppose that $ \forall x\in H$,$\| x\|^2=\sum_{n=0}^{\infty}|\langle…
vadkoslo
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Is change of inner product equivalent to change of basis?

Suppose I have a Hilbert space equipped with the inner product $(x, y)$. If I introduce a new inner product $[x,y]$, can I say that this is equivalent to a certain change of basis, i.e., there is a $T$ such that $(x,y)=[Tx,Ty]$? For…