Uniform Convergence of ##\{f_n\}## on ##[0,a]##

In summary, the sequence of functions ##x,x^2, ... ## converges uniformly on ##[0,a]## for any ##a\in(0,1)##, but not on ##[0,1]##. This is because for ##a\in(0,1)##, the convergence of ##x^n## to ##0## is uniform, but for ##[0,1]##, the convergence of ##x^n## to the function $$f(x) = \left\{\begin{array}{rl}0,& 0\le x<1\\1, & x=1\end{array}\right.$$ is not uniform as there exists no ##N## that
  • #1
Lee33
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Homework Statement


Show that the sequence of functions ##x,x^2, ... ## converges uniformly on ##[0,a]## for any ##a\in(0,1)##, but not on ##[0,1]##.2. The attempt at a solution

Is this correct? Should I add more detail? Thanks for your help!

Let ##\{f_n\} = \{x^n\}##, and suppose ##f^n \to f##. We must show that for ##\epsilon>0##, there exists an ##N## such that ##d(f,f^n)<\epsilon## whenever ##n>N## for all ##x.##

For ##a\in (0,1)##, it is clear to see that ##x^n\to 0## as ##n## approaches infinity. We must then show ##|x^n|<\epsilon## whenever ##n## is greater than some ##N##.

On ##[0,a]##, ##x^n## attains its max at ##x=a## so ##x^n<a^n##. Then note that ##a^n## decreases with increasing ##n##, so we choose ##N## such that ##a^N<\epsilon##.

##\{f_n\}## does not converge uniformly on ##[0,1]## because at ##x=1##, ##f^n = (1)^n =1\ne 0## for all ##n##.
 
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  • #2
Lee33 said:

Homework Statement


Show that the sequence of functions ##x,x^2, ... ## converges uniformly on ##[0,a]## for any ##a\in(0,1)##, but not on ##[0,1]##.2. The attempt at a solution

Is this correct? Should I add more detail? Thanks for your help!

Let ##\{f_n\} = \{x^n\}##, and suppose ##f^n \to f##. We must show that for ##\epsilon>0##, there exists an ##N## such that ##d(f,f^n)<\epsilon## whenever ##n>N## for all ##x.##

For ##a\in (0,1)##, it is clear to see that ##x^n\to 0## as ##n## approaches infinity. We must then show ##|x^n|<\epsilon## whenever ##n## is greater than some ##N##.

On ##[0,a]##, ##x^n## attains its max at ##x=a## so ##x^n<a^n##. Then note that ##a^n## decreases with increasing ##n##, so we choose ##N## such that ##a^N<\epsilon##.

##\{f_n\}## does not converge uniformly on ##[0,1]## because at ##x=1##, ##f^n = (1)^n =1\ne 0## for all ##n##.

You need more for the case ##x\in [0,1]##. You haven't shown that the convergence of ##x^n## to the function$$
f(x) = \left\{\begin{array}{rl}
0,& 0\le x<1\\
1, & x=1
\end{array}\right.$$is not uniform. After all, that is the function to which it converges for each ##x##. Why isn't the convergence uniform?
 
  • #3
LCKurtz - Can you elaborate?

For ##[0,1]##, ##\{f_n\}## does not converge uniformly on ##[0,1]## because at ##x=1##, ##f^n = (1)^n =1\ne 0## for all ##n##.
 
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  • #4
Lee33 said:
LCKurtz - Can you elaborate?

For ##[0,1]##, ##\{f_n\}## does not converge uniformly on ##[0,1]## because at ##x=1##, ##f^n = (1)^n =1\ne 0## for all ##n##.

You know the definition of uniform convergence. Given ##\epsilon > 0## you can find ##N## such that if ##n>N##, ##\|f_n-f\| < \epsilon##. To show this is false you need to find an ##\epsilon## for which you can't find an ##N## that works. You already know the problem is near ##x=1##. Think about that.
 
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  • #5
Okay, thanks.
 
  • #6
Lee33 said:
Okay, thanks.

Please note I edited my post. It's late and the first one needed fixing.
 
  • #7
Its okay, thanks for the help!
 

FAQ: Uniform Convergence of ##\{f_n\}## on ##[0,a]##

1. What is uniform convergence?

Uniform convergence is a property of a sequence of functions where the functions get closer and closer to a limiting function as the index of the sequence increases. In other words, for any given error bound, there exists an index in the sequence after which all the functions in the sequence are within that error bound of the limiting function.

2. How is uniform convergence different from pointwise convergence?

The main difference between uniform convergence and pointwise convergence is that in uniform convergence, the functions in the sequence get closer to the limiting function at the same rate everywhere in the domain. In pointwise convergence, the functions may get closer at different rates at different points in the domain.

3. What is the significance of uniform convergence on [0,a]?

Uniform convergence on [0,a] is important because it guarantees that the sequence of functions will converge to the limiting function not just at individual points, but across the entire interval [0,a]. This makes it useful for applications in areas such as analysis and numerical methods.

4. How is uniform convergence related to continuity?

A sequence of continuous functions that converges uniformly on [0,a] will also converge to a continuous limiting function. This means that uniform convergence on [0,a] implies continuity of the limiting function, making it a useful tool for studying the continuity of functions.

5. Can a sequence of discontinuous functions converge uniformly?

Yes, it is possible for a sequence of discontinuous functions to converge uniformly. In fact, there are examples where the limiting function is continuous even though the individual functions in the sequence are not. However, the limiting function must still be defined and bounded on [0,a] for the sequence to converge uniformly.

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