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We observe $C[0,1]$ (the $\mathbb{C}$-vectorspace of all continous functions in $\mathbb{C}$ on $[0,1]$) as subspace of $L^p([0,1],\lambda)$ where $\lambda$ notes the Lebesgue-measure on $[0,1]$.

Observe $c_{00}$ as subspace of $\ell^p$ for every $1\leq p\leq\infty$. Let $T: (c_{00},\|\cdot\|_p)\to (c_{00},\|\cdot\|_1)$, $T(f)=f$. Show, that in this case for $p>1$ the operator $T$ is uncontinuous and $T^{-1}$ is continuous. Calculate $\|T^{-1}\|_{\operatorname{op}}$

I do not know if it is a common definition. It is $c_{00}:=\{f\in c_0|\exists N\in\mathbb{N}~~ \text{with}~~ f(n)=0~~\forall n\geq N\}$ and $c_0$ is the set of all sequences $f:\mathbb{N}\to\mathbb{C}$ which have the limit $0$.

To show, that $T$ is not continuous, I tried to show, that it is unbounded. And to show that $T^{-1}$ is continuous, I want to show, that it is bounded.

Can you give me a hint, on how to do this and how to calculate $\|T^{-1}\|_{\operatorname{op}}$?

Thanks in advance.

Edit1: To show, that $T^{-1}$ is bounded, I have to find $c>0$ such that $\|T^{-1}f\|_p\leq c\|T^{-1}f\|_1$.

It is $\|T^{-1}f\|_p=\|f\|_p=\left(\sum_{n=1}^\infty |a_i|^p\right)^{1/p}\leq \sum_{n=1}^\infty |a_i|=1\cdot\|f\|_1$

The sum exists (therefore is finite), since $f\in c_{00}$. Hence the sum converges. We see, that we can choose $c=1$ and $T^{-1}$ is bounded.

Edit2: Now I want to show, that $T$ is not bounded. Assume $T$ is bounded. Then there is a $c>0$ such that $\|f\|_1\leq c\|f\|_p$.

We take $f_n(k)=\begin{cases} \left(\frac1n\right)^{1/p}, ~\text{if}~ k\leq n\\ 0,~\text{else}\end{cases}$.

Hence $c\geq \frac{\|f_n\|_1}{\|f_n\|_p}$. Since $p>1$ it is $c^p\geq \frac{\|f_n\|_1^p}{\|f_n\|_p^p}$

Hence: $\frac{\left(\sum_{i=1}^n \frac{1}{n}\right)^p}{\sum_{i=1}^n \frac{1}{n^p}}\geq 1$. If we take the limit $\lim_{n\to\infty}\frac{\left(\sum_{i=1}^n \frac{1}{n}\right)^p}{\sum_{i=1}^n \frac{1}{n^p}}=\infty$.

Contradiction to $T$ is bounded.

Cornman
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  • Your reasoning in the edit is correct, albeit a bit clumsily worded. For instance you don't really specify what $a_i$ is. Also $|T^{-1} f|_1$ should probably be corrected to $|f|_1$. – Demophilus Nov 02 '17 at 16:30
  • Yes, but $|T^{-1}f|_1=|f|_1$, since $T^{-1}(f)=f$, and $a_i\in\mathbb{C}$ for every $i\in\mathbb{N}$. – Cornman Nov 02 '17 at 16:34
  • Of course $T^{-1} f=f$, but in general an operator $A:H_1\to H_2$ is bounded if and only if there exist a $c>0$ such that for all $h \in H_1$ we have $|Ah| \leq c |h|$. What you're saying is technically correct, but it isn't really good form. Moreover I was talking about the fact that you should probably mention that $f(i) = a_i$ or something (or just simply use $f(i)$). You don't really define $a_i$ or specify its relation to $f$. – Demophilus Nov 02 '17 at 16:39
  • I edited a solution to the 2nd part of your hint. – Cornman Nov 02 '17 at 16:45
  • This is probably just a typo but $\frac{\left(\sum_{i=1}^n \frac{1}{n}\right)^p}{\sum_{i=1}^n \frac{1}{n^p}} \neq \frac{|f_n|_1^p}{|f_n|_p^p}$. Furthermore you could improve the proof a bit. There's a bit of a gap in your reasoning, when you go from the line before the last to the last line. It's also more clear if you would just calculate $|f_n|_1$ and $|f_n|_p$. – Demophilus Nov 02 '17 at 17:03
  • This was indeed a typo. I edit it. Why would it be more clear when I do not "use ^p" on both sides? I think it helps in calculating. Do you mind extending your hints into a full answer? – Cornman Nov 02 '17 at 17:08
  • Hmm... I think it was not a typo... But I do not see the mistake... – Cornman Nov 02 '17 at 17:09
  • Note that $|f_n|1 = \sum{k=1}^\infty f_n(k) = \sum_{k=1}^n \left( \frac{1}{n} \right)^{1/p}$. You missed the $1/p$ in your sum. – Demophilus Nov 02 '17 at 17:10
  • Ah, I see now. Thank you. :) – Cornman Nov 02 '17 at 17:12
  • I edited my answer to make it more extensive. – Demophilus Nov 02 '17 at 17:20
  • Thank you. Could you also give a hint on how to calculate $|T^{-1}|_{\operatorname{op}}$ – Cornman Nov 02 '17 at 17:26
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    I already did, I proved in my answer that $|T^{-1}| =1$. – Demophilus Nov 02 '17 at 17:30

1 Answers1

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First we prove $T^{-1}$ is continuous. Note that for any $a,b \geq 0$ you have that $(a^p+b^p)^{\frac{1}{p}} \leq a +b$. This follows from the fact that $a^p +b^P \leq (a+b)^p$. So take any $f \in c_{00}$ and choose $n \in \mathbb{N}$ such that $f(i) = 0$ for $i \geq n$. We then find that $$ \| T^{-1} f\|_p = \left( \sum_{k=1}^n \lvert f(i) \rvert^p \right)^{1/p} \leq \sum_{k=1}^n \lvert f(i) \rvert = \|f\|_1. $$ So $T^{-1}$ is bounded. Moreover we immediately find that $\|T^{-1}\| \leq 1$. To prove that $\|T^{-1}\| = 1$, note that if we define $f \in c_{00}$ by $f(k) = 1$ for $k=1$ and $f(k) = 0$ for $k \neq 1$. Then $\|T^{-1} f\|_p = 1 = \|f\|_p$, so we must have $\|T^{-1}\| \geq 1$ and ultimately also that $\|T^{-1}\| =1$.

To prove $T$ is unbounded, consider the sequence $(f_n)_n$ in $c_{00}$ defined by $f_n(k) = \left( \frac{1}{n}\right)^{\frac{1}{p}}$ if $k \leq n$ and $0$ if $k > n$. Now note that $\| f_n\|_p =1$ but $\|f_n\|_1 = n \frac{1}{n^{1/p}} = n^{1-\frac{1}{p}}$. For any $c > 0$, there is an $n \in \mathbb{N}$ such that $n^{1-\frac{1}{p}} > c$ or in other words $\|Tf_n\|_1 > c \|f_n\|_p$. This means $T$ is unbounded.

Demophilus
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  • Thanks for the hint. I edited the original question with my solution to the first part. Is that correct? – Cornman Nov 02 '17 at 16:24