Pointwise Convergence in Metric Space (C[a,b],d_{\infty}) | Homework Solution

In summary, the conversation discusses how to show that a sequence in a metric space converges pointwise to a limit. The uniform metric is used, and the proof involves showing that the maximum difference between the sequence and the limit approaches 0. The conversation also highlights the importance of being careful with implications when proving a statement.
  • #1
Ted123
446
0

Homework Statement



Suppose a sequence [itex](f_n)_{n\in\mathbb{N}}[/itex] converges to a limit [itex]f[/itex] in the metric space [itex](C[a,b],d_{\infty})[/itex] (continuous real valued functions on the interval [a,b] with the uniform metric.)

Show that [itex]f_n[/itex] also converges pointwise to [itex]f[/itex]; that is for each [itex]t\in [a,b][/itex] we have [itex]f_n(t)\to f(t)[/itex] in [itex]\mathbb{R}[/itex].

Homework Equations



Uniform metric: [tex]d_{\infty} (f,g) = \text{max}_{t\in [a,b]} |f(t)-g(t)|[/tex]

The Attempt at a Solution



[itex]f_n \to f[/itex] in [itex](C[a,b],d_{\infty}) \iff d_{\infty}(f_n,f)\to 0[/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff \text{max}_{t\in [a,b]} |f_n(t)-f(t)| \to 0[/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff|f_n(t)-f(t)| \to 0[/itex] for all [itex]t\in [a,b][/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff f_n(t) \to f(t)[/itex] for all [itex]t\in [a,b][/itex]

Does this prove it?
 
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  • #2
Looks ok to me.
 
  • #3
Ted123 said:

Homework Statement



Suppose a sequence [itex](f_n)_{n\in\mathbb{N}}[/itex] converges to a limit [itex]f[/itex] in the metric space [itex](C[a,b],d_{\infty})[/itex] (continuous real valued functions on the interval [a,b] with the uniform metric.)

Show that [itex]f_n[/itex] also converges pointwise to [itex]f[/itex]; that is for each [itex]t\in [a,b][/itex] we have [itex]f_n(t)\to f(t)[/itex] in [itex]\mathbb{R}[/itex].

Homework Equations



Uniform metric: [tex]d_{\infty} (f,g) = \text{max}_{t\in [a,b]} |f(t)-g(t)|[/tex]

The Attempt at a Solution



[itex]f_n \to f[/itex] in [itex](C[a,b],d_{\infty}) \iff d_{\infty}(f_n,f)\to 0[/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff \text{max}_{t\in [a,b]} |f_n(t)-f(t)| \to 0[/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff|f_n(t)-f(t)| \to 0[/itex] for all [itex]t\in [a,b][/itex]

[itex]\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\;\, \iff f_n(t) \to f(t)[/itex] for all [itex]t\in [a,b][/itex]

Does this prove it?

You need to be careful what you are proving. You have all these [itex]\iff[/itex] implications which would lead one to believe that pointwise convergence and uniform convergence are the same. But they aren't. So look at your argument carefully and make sure the implications go in the direction to prove what you want to prove.
 
  • #4
LCKurtz said:
You need to be careful what you are proving. You have all these [itex]\iff[/itex] implications which would lead one to believe that pointwise convergence and uniform convergence are the same. But they aren't. So look at your argument carefully and make sure the implications go in the direction to prove what you want to prove.

Good point!
 
  • #5
Obviously to prove what I want I only need all steps to be [itex]\implies[/itex] but which step above is not "if and only if"? (is it the last step?)
 
  • #6
|f_n(t)-f(t)|->0 for all t does not imply max |f_n(t)-f(t)|->0. Can you think of a counterexample?
 
  • #7
Ted123 said:
Obviously to prove what I want I only need all steps to be [itex]\implies[/itex] but which step above is not "if and only if"? (is it the last step?)

Dick said:
|f_n(t)-f(t)|->0 for all t does not imply max |f_n(t)-f(t)|->0. Can you think of a counterexample?

And I would add that if I were handing in a proof, I would use a tighter argument. While your implications in one direction are OK, you wouldn't have made that mistake if your argument went something like:

[tex]0 \le |f_n(t)-f(t)| \le ... \rightarrow 0[/tex]

where you fill in the dots with reasons for each step.
 

What is pointwise convergence?

Pointwise convergence is a type of convergence in mathematics that is used to describe the behavior of a sequence of functions. It means that as the input of the sequence of functions approaches a particular point, the output values of the sequence also converge to a specific value. Essentially, it describes the behavior of a sequence of functions at a single point.

How is pointwise convergence different from other types of convergence?

Pointwise convergence is different from other types of convergence, such as uniform convergence, in that it only considers the behavior of a sequence of functions at a particular point, rather than the behavior of the entire sequence as a whole. This means that a sequence of functions can be pointwise convergent but not uniformly convergent, and vice versa.

What is the significance of pointwise convergence?

Pointwise convergence is significant because it allows us to understand the behavior of a sequence of functions at a specific point, which can be helpful in many mathematical applications. It also helps us to determine the convergence or divergence of a sequence of functions, which is important in many areas of mathematics and science.

What are some examples of pointwise convergence?

One example of pointwise convergence is the sequence of functions f_n(x) = x^n on the interval [0,1]. As x approaches 1, the output values of the sequence converge to 1, which means that the sequence of functions is pointwise convergent at x = 1. Another example is the sequence of functions f_n(x) = 1/n on the interval [0,1]. As n approaches infinity, the output values of the sequence converge to 0 at every point, meaning that the sequence is pointwise convergent on the entire interval.

Can a sequence of functions be both pointwise and uniformly convergent?

Yes, a sequence of functions can be both pointwise and uniformly convergent. This would mean that the sequence of functions converges to the same limit at every point and also converges uniformly on its entire domain. An example of this is the sequence of functions f_n(x) = x^n on the interval [0,1]. This sequence is both pointwise and uniformly convergent to the function f(x) = 0 on the interval [0,1].

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