Let $X$ be a real NLS such that for every proper subspace $Y$ of $X$ , $\exists x \in X$ such that $||x||=1$ and $dist (x,Y)=1$ ; then is $X$ finite dimensional ?
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@Jean Marie : I am not sure whether $X$ should be really finite dimensional or not . From your edit , it appears you are sure ... – Apr 19 '16 at 06:44
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I correct my edit. – Jean Marie Apr 19 '16 at 06:51
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1In an infinite dimensional space $X$, take $Y$ to be the kernel of a discontinuous linear functional. This is dense in $X$ and proper; so, there is no $x\in X$ with $\text{dist},(x,Y)=1$. – David Mitra Apr 19 '16 at 16:10
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@DavidMitra : You should write that as an answer , that's exactly what I wanted – Apr 20 '16 at 15:19
2 Answers
Edit: Here is a complete modification of my first answer.
I had at first leaned (without having any proof in mind) to a finite dimensional answer.
I had indicated Riesz's lemma
https://en.wikipedia.org/wiki/Riesz's_lemma
and the classical theorem (mentionned in this article): The unit ball in a Normed Linear Space is compact iff this space is finite dimensional.
In fact, the answer is that the space is infinite dimensional, for the following reason that I had already indicated in a comment:
An easy recurrence argument shows that a "tower" of subspaces
$$X_1 \subset X_2 \subset \cdots \subset X_n \subset \cdots$$
can be built with $X_1=span{x_1}=x_1\mathbb{R}$ where $x_1$ is an arbitrary ellement of $X$ and:
$$X_{n+1}:=X_n \oplus x_n\mathbb{R}$$
(where $x_n$ is the element given with norm 1 and $dist(x_n,X)=1$).
It is a direct sum, because, on the contrary, if $x_n \in X_n$, $x_n$ would be at a zero distance from $X_n$.
Thus $X$ possesses subspaces of arbitrary large dimension, therefore has infinite dimensionality.

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From my hypothesis , I don't think I can conclude that the closed unit ball of $X$ is compact ... – Apr 19 '16 at 06:48
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OK, now that it is corrected, may I say you that your "I know all that" is the first bit of information we have about your understanding of the question... – Jean Marie Apr 19 '16 at 06:55
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A hint: build by immediate recurrence a "tower" of subspaces $X_1 \subset X_2 \subset \cdots \subset X_n \subset \cdots$ with $dim(X_n)=n$ and $X_{n+1}=X_n + x_n\mathbb{R}$ (where $x_n$ is the element given with norm 1 and $dist(X_n,x_n)=1$). – Jean Marie Apr 19 '16 at 07:09
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... which proves that, in fact, such a space is infinite dimensional... And a supplementary interesting question is to prove (or disprove ?) that any infinite dimensional space has such a property. – Jean Marie Apr 19 '16 at 07:20
Using the Axiom of Choice, one can construct in a given infinite dimensional normed linear space $X$, a discontinuous linear functional (see this, e.g.). The kernel of such a functional is a proper and dense subset of $X$ (see this). This would provide a subspace $Y$ of $X$ that is proper and such that for every $x\in X$, $\text{dist}\,(x,Y)=0$.
From this, it follows that the answer to your question is "yes".
(Incidentally, if you only consider closed subspaces, then your property characterizes reflexive spaces. This follows from a result of R. C. James: A Banach space $X$ is reflexive if and only if each $x^*\in X^*$ achieves its norm on $B(X)$.)

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