Normed Vector Spaces and Topological Vector Spaces

Click For Summary

Discussion Overview

The discussion centers on the properties of normed vector spaces and their relationship to topological vector spaces, particularly in the context of finite-dimensional spaces over arbitrary fields. Participants explore whether all normed finite-dimensional vector spaces can be endowed with a topology that qualifies them as topological vector spaces, considering various assumptions about the field involved.

Discussion Character

  • Exploratory
  • Debate/contested
  • Technical explanation

Main Points Raised

  • Some participants propose that finite-dimensional vector spaces can be endowed with a metric topology induced by the norm, suggesting that this would make them topological vector spaces.
  • Others argue that the topology on the field ##\mathbb{F}## must be considered, questioning whether it can be assumed to be a metric topology for the argument to hold.
  • A participant points out that if the field is arbitrary, defining a normed vector space becomes problematic, as norms require specific properties that may not hold in all fields.
  • There is a correction regarding assumptions made in external references, indicating that they may only apply to fields like the reals or complexes.
  • Some participants emphasize the need for an absolute value rather than a norm on the field for the norm axioms to be well-defined.
  • Discussion includes the implications of using different types of absolute values, such as the ordinary absolute value versus p-adic ones, highlighting the complexity of the topic.

Areas of Agreement / Disagreement

Participants express differing views on the assumptions regarding the field ##\mathbb{F}## and its topology. There is no consensus on whether the general theorem about normed vector spaces being topological vector spaces applies without specific conditions on the field.

Contextual Notes

Limitations include the unclear definitions and assumptions regarding the topology of the field ##\mathbb{F}##, as well as the implications of using various types of absolute values. The discussion remains unresolved regarding the general applicability of the theorem in question.

Bashyboy
Messages
1,419
Reaction score
5
Let ##(V, ||\cdot||)## be some finite-dimensional vector space over field ##\mathbb{F}## with ##\dim V = n##. Endowing this vector space with the metric topology, where the metric is induced by the norm, will ##V## become a topological vector space? It seems that this might be true, given that finite-dimensional vector spaces are nice e.g., all norms on a finite dimensional vector space are equivalent and ##V## is isomorphic ##\mathbb{F}^n##. In short, my question is, can all normed finite-dimensional vector spaces be made into a topological vector space by considering the metric topology?

Does anyone know if this is true? I would like to know before I attempt at proving it.
 
Physics news on Phys.org
What do we know about the field ##\mathbb F##? It must have a topology for us to even be able to ask the question of whether ##V## is a topological VS. Are you prepared to assume that the topology on ##\mathbb F## is a metric topology? If so, I would be confident that ##V## is a topological VS, as we can then use ##\epsilon-\delta## arguments throughout to prove the continuity of the two functions:
  • ##f:V\times V\to V## given by ##f(u,v)=u+v##; and
  • ##g:F\times V\to V## given by ##g(k,v)=kv##
If the topology on ##\mathbb F## is not metric it is not immediately clear (to me at least) whether a proof would succeed. If it did, I imagine it would be more difficult than with a metric topology.
 
Further stipulating that ##\mathbb{F}## is endowed with a metric topology would be perfectly fine, although I am interested in knowing whether the more general theorem applies. I will try proving this special case with the metric topology.
 
If ##\mathbb{F}## is an arbitrary field, then how do you define a normed vector space?
 
micromass said:
If ##\mathbb{F}## is an arbitrary field, then how do you define a normed vector space?
It can't be an arbitrary field, because we need a norm on ##\mathbb F## for the norm axioms to be well-defined. My question was about whether the topology on ##\mathbb F## is assumed equal to the metric topology induced by the norm.
 
Bashyboy said:
Let ##(V, ||\cdot||)## be some finite-dimensional vector space over field ##\mathbb{F}## with ##\dim V = n##. Endowing this vector space with the metric topology, where the metric is induced by the norm, will ##V## become a topological vector space? It seems that this might be true, given that finite-dimensional vector spaces are nice e.g., all norms on a finite dimensional vector space are equivalent and ##V## is isomorphic ##\mathbb{F}^n##. In short, my question is, can all normed finite-dimensional vector spaces be made into a topological vector space by considering the metric topology?

Does anyone know if this is true? I would like to know before I attempt at proving it.
Yes. A normed vector space always has an induced topology. It doesn't have to be finite-dimensional.
 
FactChecker said:
Yes. A normed vector space always has an induced topology. It doesn't have to be finite-dimensional.

I wasn't questioning whether it could have a topology induced by the norm, but rather if the induced topology would yield a topological vector space.
 
CORRECTION: @mathwonk points out below that this link assumes F is the reals or complex numbers.
Bashyboy said:
I wasn't questioning whether it could have a topology induced by the norm, but rather if the induced topology would yield a topological vector space.
Oh. The answer is that it is a topological vector space (see the Example in https://en.wikipedia.org/wiki/Topological_vector_space )
 
Last edited:
the wiki article you linked assumes, as is natural, that the field of scalars is the reals or complexes. the present confusion stems from trying to ask the question about a case so general it is not what the definitions and assumptions are. presumably the first case to consider to clarify this question would be the one dimensional case.
 
  • Like
Likes   Reactions: FactChecker
  • #10
andrewkirk said:
It can't be an arbitrary field, because we need a norm on ##\mathbb F## for the norm axioms to be well-defined.
We don't want a norm on the field rather an absolute value. Yes this pedantic to the point of ridiculousness.
It's worth pointing out if ##\mathbb{F} = \mathbb{Q}## then you have the ordinary absolute value and the p-adic one. The latter is...different.
 

Similar threads

  • · Replies 14 ·
Replies
14
Views
10K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 0 ·
Replies
0
Views
711
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K