12

In Murphy's book, ''bounded below'' is defined on a linear map $u\colon X\to Y$ between Banach spaces, not on a bounded linear operator.But continuity of $u$ is used when proving closedness of $u(X)$. The definition of bounded below in the text:

A linear map $u:X\to Y$, where $X$ and $Y$ are Banach spaces, is bounded below if there exists $\delta > 0$ such that $\|u(x)\| \ge \delta \|x\|$ for all $x\in X$.

Do I misunderstand the definition of ''bounded below''? Or does continuity of $u$ follow from ''bounded below''?

Ichiko
  • 451
  • The text says ''A linear map $u\colon X\to Y$ between Banach spaces is bounded below if there is a positive number $\delta$ such that $| u(x) | \ge \delta | x | \ (x \in X)$''. – Ichiko Mar 11 '18 at 08:04

1 Answers1

7

Then answer is no, as stated here.

Below is a tentative proof which is wrong since the image of a bounded-from-below linear map doesn't have to be closed.

Let $A : X \to Y$ be bounded from below so there exists $m >0$ such that $\|Ax\| \ge m\|x\|, \forall x \in X$.

In particular, $A$ is injective, so its corestriction $A : X \to \operatorname{Im} A$ is a bijection. Hence $A^{-1} : \operatorname{Im} A \to X$ exists and is again a linear bijection. For $y = Ax \in \operatorname{Im A}$ we have

$$\|A^{-1}y\| = \|A^{-1}Ax\| = \|x\| \le \frac1m \|Ax\| = \frac1m \|y\|$$

so $A^{-1}$ is bounded.

Furthermore, $A$ bounded from below implies that $\operatorname{Im} A$ is a closed subspace of $Y$. Therefore, $\operatorname{Im} A$ is also a Banach space.

The Bounded Inverse Theorem now implies that $A = (A^{-1})^{-1} : X \to \operatorname{Im} A$ is a bounded linear map. Therefore $A : X \to Y$ is bounded.


The statement doesn't hold if the spaces are not Banach.

Consider the linear map $T : c_{00} \to c_{00}$ defined as $T(x_n)_{n=1}^\infty = (nx_n)_{n=1}^\infty$ for every sequence $(x_n)_{n=1}^\infty \in \ell^2$.

We have

$$\left\|T(x_n)_{n=1}^\infty\right\|_2^2 = \sum_{n=1}^\infty n^2 |x_n|^2 \ge \sum_{n=1}^\infty |x_n|^2 = \left\|(x_n)_{n=1}^\infty\right\|_2^2$$

so $T$ is bounded from below. However, $T$ is clearly not bounded from above since $\|Te_n\| = n$.

mechanodroid
  • 47,730
  • could you clarify which part of the answer is correct? The OP asked whether bounded below operators between Banach spaces are bounded/continuous. Your last paragraph seems to be a counterexample of bounded-below unbounded operator but not in a Banach space. So are you saying the statement holds in a Banach space? – glS Aug 17 '24 at 10:29
  • @glS No, the statement doesn't hold at all, not even between Banach spaces (see the linked answer). The counterexample $c_{00} \to c_{00}$ is correct, the proof for maps between Banach spaces is wrong (above the horizontal line). – mechanodroid Aug 17 '24 at 21:34