Bounded sequences and convergent subsequences in metric spaces

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Discussion Overview

The discussion centers around the question of whether a bounded sequence in a general normed space necessarily has a convergent subsequence. Participants explore this concept through examples and counterexamples, particularly contrasting finite and infinite dimensional spaces.

Discussion Character

  • Debate/contested
  • Exploratory
  • Mathematical reasoning

Main Points Raised

  • One participant posits that in a general normed space, a bounded sequence \{x_n\} with \|x_n\| \leq M does not guarantee the existence of a convergent subsequence, questioning the applicability of results known in \mathbb{R}^n.
  • Another participant provides a counterexample using the space Q^n, illustrating that a sequence converging to an irrational number (like sqrt(2)) in R cannot have a convergent subsequence in Q.
  • A further example is presented involving a sequence in a Hilbert space, where the sequence defined by xn=(0,0,...,1,0,0...) is bounded but lacks convergent subsequences.
  • Another participant mentions a sequence of rational numbers approximating π, noting that while it converges in the reals, no subsequence can converge to a rational number when considered in the rationals.
  • Some participants acknowledge the similarity of examples raised, indicating a shared understanding of the concepts discussed.
  • A later reply expresses gratitude for the examples provided, indicating a learning moment regarding infinite dimensional spaces.

Areas of Agreement / Disagreement

Participants generally disagree on the assertion that bounded sequences in normed spaces must have convergent subsequences, with multiple competing views and examples presented. The discussion remains unresolved regarding the generality of the claim.

Contextual Notes

Participants highlight the distinction between finite and infinite dimensional spaces, noting that bounded sets in finite dimensions have compact closure, which is not necessarily true in infinite dimensions. This difference underlies the examples discussed.

AxiomOfChoice
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Suppose we're in a general normed space, and we're considering a sequence [itex]\{x_n\}[/itex] which is bounded in norm: [itex]\|x_n\| \leq M[/itex] for some [itex]M > 0[/itex]. Do we know that [itex]\{x_n\}[/itex] has a convergent subsequence? Why or why not?

I know this is true in [itex]\mathbb R^n[/itex], but is it true in an arbitrary normed space? In particular, since it's true in [itex]\mathbb R[/itex], we know that [itex]\{\|x_n\|\}[/itex] has a convergent subsequence [itex]\{\|x_{n_k}\|\}[/itex] that converges to some [itex]z\in \mathbb R[/itex]. My first instinct would be to try to apply the triangle inequality to show that [itex]\|x_{n_k} - x\| \to 0[/itex] for [itex]\|x\| = z[/itex], but the triangle inequality doesn't give me what I want here, since I need to bound [itex]\|x_{n_k} - x\|[/itex] by something that can be made arbitrarily small, but I only have [itex]| \|x_{n_k}\| - \|x\| | \leq \|x_{n_k} - x\|[/itex].
 
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Take the space Q^n over Q, and you will see that it is not the case. E.g. in Q, take an increasing sequence converging to sqrt(2) in R. Any subsequence will converge to sqrt(2) in R, so it will not converge to any element of Q.
 
AxiomOfChoice said:
Suppose we're in a general normed space, and we're considering a sequence [itex]\{x_n\}[/itex] which is bounded in norm: [itex]\|x_n\| \leq M[/itex] for some [itex]M > 0[/itex]. Do we know that [itex]\{x_n\}[/itex] has a convergent subsequence? Why or why not?

I know this is true in [itex]\mathbb R^n[/itex], but is it true in an arbitrary normed space? In particular, since it's true in [itex]\mathbb R[/itex], we know that [itex]\{\|x_n\|\}[/itex] has a convergent subsequence [itex]\{\|x_{n_k}\|\}[/itex] that converges to some [itex]z\in \mathbb R[/itex]. My first instinct would be to try to apply the triangle inequality to show that [itex]\|x_{n_k} - x\| \to 0[/itex] for [itex]\|x\| = z[/itex], but the triangle inequality doesn't give me what I want here, since I need to bound [itex]\|x_{n_k} - x\|[/itex] by something that can be made arbitrarily small, but I only have [itex]| \|x_{n_k}\| - \|x\| | \leq \|x_{n_k} - x\|[/itex].
The answer is trivially no. Example in Hilbert Space:
Let xn=(0,0,...,1,0,0...) where the 1 is the nth coordinate. Then ||xn||=1, but the sequence has no convergent subsequences.

The underlying difference is that bounded sets in finite dimensional spaces have a compact closure, but not necessarily in infinite dimensional spaces.
 
Last edited:
Yet another example: [itex]a_1= 3[/itex], [itex]a_2= 3.1[/itex], [itex]a_3= 3.14[/itex], etc. where each term is one more decimal place in the decimal expansion of [itex]\pi[/itex]. That is a bounded sequence of rational numbers. Thinking of it as a sequence in the real numbers, it converges to [itex]\pi[/itex] which means every subsequence converges to [itex]\pi[/itex]. Thinking of it as a sequence in the rational numbers, clearly no subsequence can converge to a rational number.

More generally, a sequence of rational numbers that converges to an irrational number, cannot have any subsequence that converges to a rational number. Thus, thinking of the sequence as in the rational numbers, no subsequence can converge.
 
Halls that is more or less the same example as what I brought up.
 
Thanks a lot, guys. I should have thought of the "orthonormal sequence in an infinite dimensional Hilbert space" example. Oh well...now I know (hopefully)!
 

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