construction of a sequence in a complex Hilbert space which fulfills some specific properties

60 Views Asked by At

Let $H$ be a complex Hilbert space

and let $B : H \to H$ be a positive bounded linear operator on $H$ ($B$ is positive means that its corresponding quadratic form $\langle Bx,x\rangle$ is non-negative)

it's clear that $\phi : H \times H \to \mathbb{C}$ defined as follows : $\phi(x,y) = \langle Bx,y\rangle$ is a sesquilinear form therefore by the Cauchy-Schwartz inequality we have that :

$|\langle Bx,y\rangle|^2 \leq \langle Bx,x\rangle \langle By,y\rangle$

the following is an inequality that we're asked to show before the construction of a special sequence that I will talk about soon :
$\forall x \in H \; \|Bx \|^2 \leq \langle Bx,x\rangle \| B\| \; \; (\star)$

this is deducible from the C-S inequality :

$$\begin{align} \| Bx\|^4 = |\langle Bx,Bx\rangle|^2 \leq \langle Bx,x\rangle \langle B^2x,Bx\rangle \leq \langle Bx,x\rangle \|B^2x\| \|Bx \| = \langle Bx,x\rangle \|B(Bx)\| \|Bx \| \implies \| Bx\|^4 \leq \langle Bx,x\rangle \|B\| \|Bx \|^2 \end{align}$$

which proves $(\star)$

I guess that will be helpful in the next part.

now let $C = \| B\| I- B$

$I$ is simply the identity operator.

now I'm told to construct a sequence $(y_n)_{n \geq1} \subset H$ such that for each $n$ we have $\| y_n \| = 1$ and $$\lim_{n \to \infty} \|Cy_n \| = 0 $$

the first issue is if I wanna use $(\star)$ then I first have to show that $C$ is postive and $C$ didn't seem to be positive at first glance

$\langle Cx,x\rangle = \|B\|\| x\|^2 - \langle Bx,x\rangle \geq \|B\|\| x\|^2 - \|Bx \| \|x\| = \|x\|(\|B\|\| x\| - \|Bx \|) \geq 0$

but as you see after writing all the stuff down it turned out that my intuition was wrong and $C$ is in fact positive.

so now I guess what I should do is plug $C$ in $(\star)$

which means that : $\forall x \in H \; \|Cx \|^2 \leq \langle Cx,x\rangle \| C\|$

so now instead of looking for a 'normalized' sequence $(y_n)_{n \geq1} \subset H$ such that $$\lim_{n \to \infty} \|Cy_n \| = 0 $$

it suffices for the sequence to satisfy the seemingly weaker condition :

$$\lim_{n \to \infty} \langle Cy_n,y_n\rangle = \lim_{n \to \infty} \| B \| \|y_n\|^2 - \langle By_n,y_n\rangle = \| B \| - \lim_{n \to \infty} \langle By_n,y_n\rangle = 0 \;\;\; \text{since the sequence is supposed to be 'normalized'}$$

my idea is the following : since $\|B \| = \sup_{\|x\| = \|y \| = 1} | \langle Bx,y\rangle|$ why not choose the $y_n$ to be a sequence which remains unchanged as $n$ increases where that only repeating term is the $z$ where $sup _{\|z\| = 1}| \langle Bz,z\rangle|$ is attained. but I have no idea how to translate that into math language nor I'm certain that what I'm saying makes sense.

any help or hints would be much appreciated. thanks!

1

There are 1 best solutions below

3
On BEST ANSWER

All you need is the well-known equality $$\tag1 \|B\|=\sup\{\langle Bx,x\rangle:\ \|x\|=1\}. $$ (By including an absolute value, the equality also holds for $B$ selfadjoint).

Proof: $$ \sup\{|\langle Bx,x\rangle:\ \|x\|=1\}=\sup\{\langle B^{1/2}x,B^{1/2}x\rangle:\ \|x\|=1\}=\|B^{1/2}\|^2=\|B\|. $$


Edit: How to use $(1)$. By $(1)$, there exists a sequence $\{x_n\}$ with $\|x_n\|=1$ and $\langle Bx_n,x_n\rangle\to \|B\|$. Then \begin{align} \|Cx_n\|^2&=\|\,\|B\|x_n-Bx_n\|^2 =\langle \|B\|x_n-Bx_n,\|B\|x_n-Bx_n\rangle\\ \ \\ &=\|B\|^2+\|Bx_n\|^2-2\text{Re}\,\|B\|\,\langle x_n,Bx_n\rangle\\ \ \\ &\leq 2\|B\|^2-2\text{Re}\,\|B\|\,\langle x_n,Bx_n\rangle. \end{align} Now, since $\langle Bx_n,x_n\rangle\to\|B\|$, we get $$ \limsup_n\|Cx_n\|^2\leq2\|B\|^2-2\|B\|^2=0. $$ So $\|Cx_n\|\to0$.