Why does $\lVert L(x) \rVert \leq \lVert L \rVert\,\lVert x \rVert$?
If $L$ is a linear map between Banach spaces $V$ and $W$, why is this true? Also, is this true for $L$ not a linear map?
Thanks!
Why does $\lVert L(x) \rVert \leq \lVert L \rVert\,\lVert x \rVert$?
If $L$ is a linear map between Banach spaces $V$ and $W$, why is this true? Also, is this true for $L$ not a linear map?
Thanks!
It is true even in the case of Banach spaces.
Indeed, recall the definition of $\|L\|$ : $\|L\| = \sup_{\|x\|_V =1} \|L x\|_W$ so that if $\|L\|$ is finite (which however needs not be the case in infinite dimension) then for all non-zero $x \in V$, if we let $t=\|x\|_V$ and $u = x / t$ (of norm 1) then : $\|L x\|_W = t \|L u\|_W \leq t \|L\|= \|L\| \|x\|_V $ by definition of $\|L\|$.
This is completely false for $L$ non linear even in finite dimension as we crucially use $L$ linearity for $L(tx) = t L(x)$.
In the case where $\|L\|$ is infinite then the inequality is technically true but not very useful. $L$ is continuous if and only if $\|L\|$ is finite (and in this case $L$ is called bounded which should not be confused with actual boundedness on all of $V$ (obviously for linear maps only the null map is bounded).
Since $\|L\|$=inf {$k:\|L(x)\|\le k\|x\|, \text{for all } x \in V$}, it follows that whatever value of $k$, we have $\|L\|\le k$.
Thus, $\|L(x)\|\le ||L\|\|x\| $ for all $x\in V$.
This is not true in general if $L$ is not a linear map.