Linear functionals on a normed vector space

In summary, the Hahn-Banach theorem states that in a normed vector space, if x is in X and X^* is the space of bounded linear functionals on X, then there exists a continuous function such that f(x)=\|x\| and \|f\|\leq 1. This theorem is useful for determining if x = 0 in a normed space, as it guarantees the existence of a non-zero functional for any non-zero x. However, this may not hold true for all metric spaces, as shown by the example of L^{1/2}(\mathbb{R}).
  • #1
AxiomOfChoice
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I have a question: If [itex]x\in X[/itex] is a normed vector space, [itex]X^*[/itex] is the space of bounded linear functionals on [itex]X[/itex], and [itex]f(x) = 0[/itex] for every [itex]f\in X^*[/itex], is it true that [itex]x = 0[/itex]? I'm reasonably confident this has to be the case, but why? The converse is obviously true, but I don't see why there couldn't be an example of a normed space for which all the functionals in [itex]X^*[/itex] are zero at some other value of [itex]x[/itex]...
 
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  • #2
Start by considering expanding [itex]x[/itex] in a basis, dual some basis of [itex]X^*[/itex]. Clearly for the basis [itex]\{f_k\}[/itex] and dual basis [itex]\{e^k\}[/itex](if there is one) of [itex]X[/itex] you have [itex] x = x_k e^k [/itex] where [itex] x_k = f_k(x)[/itex].

The question then becomes whether there exists such a dual basis. You don't have to worry about considering every element of [itex]X^*[/itex] but rather only a basis. Finally the fact that you have a metric space may shed some light on this question.
 
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  • #3
You will need the Hahn-Banach theorem for this. It states exactly what you want:


If V is a normed vector space and if z is in V, then there is a continuous function such that [itex]f(z)=\|z\|[/itex] and such that [itex]\|f\|\leq 1[/itex].​

The correspond result for metric spaces may fail. For example

[tex]L^{1/2}(\mathbb{R})=\{f:\mathbb{R}\rightarrow \mathbb{R}~\vert~\int_{-\infty}^{+\infty}{\sqrt{f}}<+\infty\}[/tex]

with metric

[tex]d(f,g)=\int_{-\infty}^{+\infty}{\sqrt{f-g}}[/tex]

is a metric vector space such that 0 is its only continuous functional!
 
  • #4
micromass said:
You will need the Hahn-Banach theorem for this. It states exactly what you want:


If V is a normed vector space and if z is in V, then there is a continuous function such that [itex]f(z)=\|z\|[/itex] and such that [itex]\|f\|\leq 1[/itex].​

Haha...yep, that's perfect! Thanks a lot!
 

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