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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An equality on a Hilbert space

Let $X$ be a Hilbert space and $Y \neq X$ a closed subspace of $X$. How can I prove that, for all $x \in X$ $$\min\left\{||x-y||:y\in Y \right\}=\max\left\{|(x|z)|: z \in Y^{\perp}, ||z||=1\right\}?$$ Of course the expression at first member is the…
Nicola M.
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Isomorphism between weighted Hilbert spaces

It is a known fact that any two classical Hilbert spaces are isomorphic, in particular, any classical Hilbert space is isomorphic to $L^2$. Consider now weighted Hilbert spaces, that is, Hilbert spaces with a weighted inner product $ \langle f, g…
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Biorthogonal sequence in Hilbert space

Let $\{x_n\}$ and $\{y_n\}$ is the two biorthogonal sequences in the Hilbert space $H$. It means $=\delta_{ij}$. Prove that the two sequences is linear independence. My teacher said that is an easy exercise but i'm very thank you for answer…
Hoàng
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Verify of scalar product in $L^2(-1,1)$

$$\int_{-1}^{1} \overline{f(x)}g(x) \frac{1}{1+x^8} dx$$ Verify that this integral defines a scalar product in $L^2(-1,1)$ between $f(x)$ and $g(x)$. Give then an example of a $f(x)$ for which $\int_{-1}^{1} |f(x)|^2 \frac{1}{1+x^8} dx < \infty $…
ennedes
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In a Hilbert Space, why is a bounded linear operator self adjoint if and only if it is symmetric?

Equivalently, why does a bounded linear operator $A$ satisfy $A = A^{*}$ if and only if $\langle Ax, y\rangle = \langle x, Ay \rangle$? The first direction (assuming $A = A^{*}$) is obvious, but I do not see how to show the other direction.
Alex B.
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Is $PAP$ invertible if $P$ is a projection operator and $A$ is arbitrary?

Let $P \neq I$ be a projection operator in a hilbert space, that is $P^2 = P$. Does there exist an operator $A$ such that $PAP$ is invertible?
Scott
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Using a convergence theorem to switch limit and integral in a Hilbert space, instead of using the continuity of the inner product?

Let $g\in L^2(-1,1)$ and let $f_n$ be a sequence of functions in $L^2(-1,1)$. We can use the continuity of the inner product in Hilbert spaces to switch limits and integrals: $$ \int_{-1}^1 \lim_{n\to \infty} f_n(x) g(x) dx = \langle…
ManUtdBloke
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Show an element is in the orthogonal complement of a Hilbert space?

Let $M$ be a linear subspace of a Hilbert space $H$. I want to show that if $$ ||x-y|| \ge ||x||, \quad \text{for all} \ y \in M, $$ then $x\in M^\perp$. Let $x\in H$ and $y\in M$ such that $||x-y||^2 \ge ||x||^2$. This is equivalent to $$ ||x||^2 -…
ManUtdBloke
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Orthogonal Projection on Hilbert Space

Let $A$ be a non-empty subset of a Hilbert space $H$. Suppose that $T$ is a linear operator on $H$ such that $T(H) \subseteq A$ and, for every $x \in H, (x-Tx) \perp A$. Then $T$ is bounded. $A$ is a closed linear subspace. $T$ is the orthogonal…
ragrigg
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Checking the completeness of a given space

Let $X$ be the vector space of all real sequences with finite support (i.e., there are only finitely many non-zero elements) with the scalar product $$ \langle x,y\rangle=\sum_{i=1}^{\infty}x_iy_i $$ for all $x=(x_1, x_2, \ldots, x_n, \ldots),…
blindman
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Orthogonal decomposition of a Hilbert space

Let $H$ be a Hilbert space. Then, if $M$ is a closed subspace, then I know that $H= M + M^{\star}$, where $M^{\star}$ is the orthogonal complement. If $M$ is not closed, however, I can consider its closure $\overline M $ and its orthogonal…
yumiko
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How to say about the following result about hilbert spaces?

I know that there is a lemma which tells me that if $V$ is a closed subspace of a Hilbert space $H$, if $y \in H$, and $y \notin V$, then if $$V^* = \text{Linear span}\ (V, y)$$we have $V^*$ is a closed subspace of $H$. Now i have a confusion that…
kapil
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is this a subset of the set of all selfadjoint operators?

Is the set $Q$ of all operators that have the property that the image is orthogonal to the kernel, and the kernel isn't the null space, only a subset of the set $T$ of the selfadjoint operators or equal to it ? (would this hold in an infinite…
user36772
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G. Vitali's Result

Let $(x_n)_{n\in\Bbb N}\subseteq\mathcal L_2([a,b])$ be an orthonormal sequence. I want to prove the following: $(x_n)_{n\in\Bbb N}$ is complete $\Leftrightarrow\sum_{n=1}^\infty \big|\int_{[a,t]}x_nd\lambda\big|^2=t-a\;\;\forall t\in[a,b]$ where…
Arnulf
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Riemann-Lebesgue Lemma (general)

Let $\big(X,\langle\ \rangle\big)$ be a Hilbert space over $K$. I want to prove the following If $(x_n)_{n\in\Bbb N}$ is an orthonormal sequence in $X$ $\Rightarrow\; x_n\to0$ weakly My attempt: Let $f\in X^*$ so, by Riesz's theorem, there…
Arnulf
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