A question about uniform convergence

In summary, the conversation discusses the concept of pointwise and uniform convergence and the use of a theorem to prove a question. The theorem states that a function is pointwise convergent if its limit as n approaches infinity equals the function, and it is uniformly convergent if the supremum of the difference between the function and its limit is equal to 0. However, the conversation also includes a counterexample where the theorem does not apply due to the function not being non-increasing.
  • #1
Artusartos
247
0

Homework Statement



For question 25.15 in this link:

http://people.ischool.berkeley.edu/~johnsonb/Welcome_files/104/104hw9sum06.pdf

I have some questions about pointwise convergence and uniform convergence...

Homework Equations





The Attempt at a Solution



Our textbook says that a function is pointiwise convergent if [tex]lim_{n \rightarrow \infty} f_n(x) = f(x)[/tex], and it is uniformly convergent if [tex]lim_{n \rightarrow \infty} [sup{|f_n(x) - f(x)|}] = 0[/tex]

So can't we just use this for the proof of this question?

Since [tex]lim_{n \rightarrow \infty} f_n(x) = f(x) = 0[/tex] for this question, we have...

[tex]lim_{n \rightarrow \infty} [sup{|f_n(x) - f(x)|}] =lim_{n \rightarrow \infty} [sup{|f_n(x) - 0|}] =lim_{n \rightarrow \infty} [sup{|f_n(x)|}][/tex]

Since we know that [tex]lim_{n \rightarrow \infty} f_n(x) = 0[/tex], then [tex]lim_{n \rightarrow \infty} [sup{|f_n(x)|}]=0[/tex]

Thanks in advance
 
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  • #2
No, that is incorrect.

Specifically, this step is wrong:

Artusartos said:
Since we know that [tex]lim_{n \rightarrow \infty} f_n(x) = 0[/tex], then [tex]lim_{n \rightarrow \infty} [sup{|f_n(x)|}]=0[/tex]

See example (c) at page 2 of the following pdf: www.math.ubc.ca/~feldman/m321/dini.pdf
This is an example of functions such that [itex]\lim_{n\rightarrow \infty} f_n(x) = 0[/itex] for all x, but such that [itex]\lim_{n\rightarrow +\infty} \sup_{x\in [a,b]} f_n(x)\neq 0[/itex].

You really do need the hypothesis of nonincreasing!
 
  • #3
micromass said:
No, that is incorrect.

Specifically, this step is wrong:



See example (c) at page 2 of the following pdf: www.math.ubc.ca/~feldman/m321/dini.pdf
This is an example of functions such that [itex]\lim_{n\rightarrow \infty} f_n(x) = 0[/itex] for all x, but such that [itex]\lim_{n\rightarrow +\infty} \sup_{x\in [a,b]} f_n(x)\neq 0[/itex].

You really do need the hypothesis of nonincreasing!

So if they had told us what the function really was, we would just substitute n=1 and see if the limit would equal zero right (since it is nonincreasing). But since they didn't give us the funciton, we cannot use this theorem, right?
 
  • #4
Artusartos said:
Since we know that [tex]lim_{n \rightarrow \infty} f_n(x) = 0[/tex], then [tex]lim_{n \rightarrow \infty} [sup{|f_n(x)|}]=0[/tex]

This is not generally true; for example if [itex]f_n(x) = x^n[/itex] on [itex][0,1][/itex]. Here [itex]f_n(x)[/itex] is continuous for every [itex]n[/itex], [itex]f_n(x)[/itex] is non-increasing for every x, and [itex]f_n[/itex] converges pointwise to
[tex]f(x) = \left\{ \begin{array}{r@{\quad}l}
0 & x \neq 1 \\
1 & x = 1
\end{array}\right.[/tex]
But the [itex]f_n(x)[/itex] are continuous for each [itex]n[/itex], so for all [itex]n[/itex] there are points near [itex]x = 1[/itex] where [itex]|f_n(x) - f(x)| = |f_n(x)|[/itex] is arbitrarily close to 1. So [itex]\sup |f_n(x) - f(x)| = 1[/itex] for all [itex]n[/itex], and convergence is not uniform.

(This is not a counterexample to the proposition you were asked to prove, because [itex]f(x) \neq 0[/itex] for all [itex]x \in [0,1][/itex].)
 
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FAQ: A question about uniform convergence

What is uniform convergence?

Uniform convergence is a type of convergence in which the difference between the limit function and the approximating function becomes small as the input value increases, regardless of where the input value is within the domain of the function. In other words, the convergence is uniform across the entire domain.

How is uniform convergence different from pointwise convergence?

Pointwise convergence only requires the function to converge at each individual point in the domain, while uniform convergence requires the function to converge uniformly across the entire domain. This means that for uniform convergence, the rate of convergence must be the same at every point in the domain.

What is the importance of uniform convergence in mathematics?

Uniform convergence is important in mathematics because it allows us to determine when a sequence of functions converges to a particular function. It also helps us to prove the continuity, differentiability, and integrability of functions, as well as determine the convergence of series.

How is uniform convergence tested for a sequence of functions?

To test for uniform convergence, we can use the Weierstrass M-test. This test involves finding an upper bound for the absolute value of the difference between the limit function and the approximating function. If this upper bound converges, then the sequence of functions converges uniformly.

What are some real-world applications of uniform convergence?

Uniform convergence has many applications in various fields, including physics, engineering, and economics. For example, it is used in numerical analysis to approximate functions and in signal processing to filter out noise. It is also used in the analysis of algorithms to determine their efficiency and convergence rate.

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