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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If $T$ is unitary then $T(A^\perp)=T(A)^\perp$

Let $H$ be a Hilbert space and $A(\neq \emptyset)\subset H$. If $T\in BL(H)$ is unitary, then $$T(A^\perp)=T(A)^\perp.$$ Let $y\in T(A^\perp)\implies \exists x\in A^\perp\ \text{s.t}\ T(x)=y. $ Since, $x\in A^\perp\implies \forall\ a\in A,\…
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Compute distance of element from set

Compute distance in $l^3$ of element $\{\frac{1}{n+1} \}$ from set $\{ \{x_n\} l^3 : x_{100}=4x_{101} \}$ I've started: $ dist= inf_{\{x_n\}}\{ (\sum_{n=0}|\frac{1}{n+1}-x_n|^3)^{\frac{1}{3}} \}= inf_{\{x_n\}}\{ (\sum_{n=0, n!=100,…
pupilx
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If $(V,\left<.,.\right>)$ is hilbert, show that $\sum_{k=1}^\infty \lefte_i=v$

Let $(V,\left<.,.\right>)$ a Hilbert space of infinite dimension and let $\{e_i\}_{i=1}^\infty $ an orthonormal basis. Show that $\left(\sum_{k=1}^n \lefte_i\right)_{n\in\mathbb N^*}$ is a Cauchy sequence and that it converge to $v$. I…
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Prove that two vectors in Hilbert space are orthogonal

Let $x$ and $y$ be two vectors in a Hilbert space $H$.Prove that $\left\|x+cy\right\|\geq\left\|x\right\|$ for all complex number $c$ if and only if $x$ and $y$ are orthogonal. It's easy to show that if $x$ and $y$ are orthogonal,then the…
Jack
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Can this Lemma be extended a little?

Consider this lemma (my question are below): Lemma Given three pairwise orthogonal subspaces $X$, $Y$, $Z$ of a Hilbert space $H$ that span the whole space, any vector $\nu\in H,\ ||\nu||=1$, can be written as…
user36772
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Hilbert space, functional analysis

Let $X$ and $Y$ be closed subspaces of a Hilbert space $H$. Assume that dim $X < \infty$, and dim $X$ < dim $Y$. Show that $X^{\perp} \cap Y \neq \{0\}$. I want to proof it by contradiction. But I don't know how to use dim $X$ < dim $Y$.
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orthonormalization for a hilbert space

sincerely, I'm stuck. Then, I have two questions: if we take $V=\{v\in H^1(0,1) ; v(0)=0\}$ and $Q=\{ w_1,w_2\}$ is a lineary independent set where $w_1 = \frac{*}{\Vert *\Vert_{V\cap H^2(0,1)}}$ and $w_2 = \frac{**}{\Vert **\Vert_{H^1(0,1)}}$ My…
Richard
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Checking axioms for inner product

I'm going through a question checking that an inner product satisfies the inner product axioms. I have a Hilbert space $H=C[-1,1]$ and for $f,g\in H$ the inner product is defined as $$\langle f,g\rangle =\int_{-1}^{1}f(x)g(x)x^2dx$$ To check that…
09867
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Fourier coefficients in a non-separable Hilbert space

Let $H$ be a non-separable Hilbert space. Let $\{ \phi _\alpha\} _{\alpha \in A} $ be a orthonormal system on $H$. Show that for every $x\in H$, there are only countably many Fourier coefficients, i.e. there are countably many distinct $(x,\phi…
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The norm of a bounded linear functional on a Hilbert space is the norm of the vector?

If $L$ is a bounded linear functional on a Hilbert space $H$, then we know that $$Lx=(x,y),\quad \forall x\in H,$$ for some $y\in H$. Is it true that $\|L\|=\|y\|$? We have by Cauchy-Schwarz that $$|Lx|=|(x,y)|\leq\|x\|\|y\|,$$ so $\|L\|\leq\|y\|$,…
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Calculation of operator norm

$H$ is a Hilbert space, $T: H \to H$ linear bounded operator, $||T||$ is the norm of $T$ given by $$||T||=\sup\{||T(x)||;||x||\le 1 \}. $$ Is it true that $$||T||=\sup\{|\langle Tx,y\rangle|;||x||\le 1 , ||y||\le 1\} ? $$
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The median in a isosceles triangle is ortoghonal into a hilbert space

how can I prove that if $p$, $q$, $r$ and $o$ are points in a Hilbert space such that $p$, $q$, $o$ are collinear, $\|p-o\|=\|q-o\|$ and $\|p-r\|=\|q-r\|$ then $r-o \perp p-o$?. I think it's a simple count but I can't do, can anybody help me?
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Cardinality of dense subset of Hilbert space

If $H$ is an infinite dimensional Hilbert space, I want to show that any total orthonormal family in $H$ has the same cardinality as the minimum cardinality of a dense subset of $H$ but I am struggling to do this.
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$\|x\|=1,\|x-y\|\ge\epsilon\forall x,y\in A,x\neq y$ , is this finite set in hilbert spaace?

$A$ be a subset of a Hilbert Space $H\ni \|x\|=1\forall x\in A$ and there is an $\epsilon\ni\|x-y\|\ge\epsilon\forall x,y\in A,x\neq y$ I need to know whether $A$ is finite or not. Intuitively, It is clear that the set has not to be finite, the…
Myshkin
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Describing a Subset of a Hilbert Space $H$

Let $H$ be a Hilbert space. How can we describe the set $\{ x \in H \mid \|x-y\| = a \|x-z\| \},$ where $y, z \in H$ are fixed and $a > 0$? Geometrically how does it look like?
Boo Han
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