I have a question where I have to show:
- Prove that a normed linear space is finite-dimensional if and only if every bounded subset is relatively compact.
- Show that the spaces $C[0,1]$ and $L^{2}(0,2 \pi)$ are infinite dimensional.
Now for the first part I'm not entirely sure if I understand the concept of relative compactness well. To show a set is relatively compact is it enough to take a sequence in it and show that it has a convergent subsequence? Would that imply that the closure of the set is compact (which is what I understand is the definition of relative compactness or precompactness)? If this is true here is my proof.
Take any bounded subset B of a finite dimensional space X. Let $x^{(n)}$ be a sequence in B. Then due to equivalence of norms on finite dimensional spaces we have an $M$ and $K$ such that:
$K \geq \sup_n ||x^{(n)}|| \geq \sup_n M \max_{k=1,2..N} \{|\alpha_k^{(n)}|\} > |\alpha_k^{(m)}|\quad \forall k$
Where $x^{(n)} = \sum_{i\leq N} e_i \alpha^{(n)}_i$ where $\{e_i\}_{i\leq N}$ is a normalized finite basis. Then $|\alpha_k^{(m)}|$ has a convergent subsequence by Bolzano Weierstrass and we can inductively find a subsequence of $x^{(n)}$ with convergent coordinates. Now since convergence in coordinates implies convergence for finite dim sequences we have found a convergent subsequence and I think we are done(?).
For the other direction we can see that the closed unit ball is compact so the space must be finite dimensional.
For C[0,1] I take a sequence in the unit ball $f_n(t) = t^n$, suppose it has a convergent subsequence in sup norm then the sequence must also converge pointwise, but then the sequence must converge to $1_{\{1\}}$ which is not in C[0,1] hence can't be in closure of the unit ball either.
For Lp we take again a sequence in the closed unit ball given by $f_n(x) = 1_{[0, 1/n]} x n$ again if we have a convergent subsequence then that convergent subsequence has a subsequence that converges pointwise (to the same limit), but that limit clearly must be 0, but $||f_n(x)|| = \sqrt{1/2}$ hence contradiction again, so closure of unit ball is not compact. Thank you in advance for the help!