Uniform convergence of functions

In summary, uniform convergence of functions refers to a type of convergence where a sequence of functions converges to a limiting function uniformly across a given domain. This means that for any desired level of accuracy, there exists a stage in the sequence beyond which all functions in the sequence remain within that accuracy for every point in the domain, as opposed to pointwise convergence, where the convergence can vary at different points. Uniform convergence has important implications in analysis, particularly in ensuring the interchange of limits with integration and differentiation, thus preserving continuity and integrability properties of the functions involved.
  • #1
chwala
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Kindly see attached (interest is on highlighted in red.)

Where is the discontinuity in the given function or is discontinuity as a result of having two different limits? i.e sequence converging in opposite directions in respect to the given domains.
I need clarification on this part.
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  • #2
The limit function, ##f(x)##, in that counterexample is clearly discontinuous at ##x=1##. Yet, all the functions ##f_n(x)## are continuous.
 
  • #3
I think a bit clear now ... if i consider the sequence; ##1^n## will always be ##= 1## as ##n→∞## therefore sequence at that point remains the same hence no convergence if i may say that at ##x=1##.
 
  • #4
##f_n(x)=x^n## are continuous functions.
$$
\displaystyle{f(x):=\lim_{n \to \infty}f_n(x)=\lim_{n \to \infty}x^n}=\begin{cases}0&\text{ if }0\leq x< 1\\1&\text{ if }x=1\end{cases}
$$
##f(x)## is not continuous since it jumps from ##0## for all values left of ##x=1## to ##1## for ##x=1.## This is a discontinuity.

Another example:

If we walk the unit square from bottom left to top right then we have to walk 2 units.
This does not change if we walk half a step to the right, then half a step to the top, another half of a step to the right, and finally another half to the top. That makes 2 units in total.
This does not change if we walk a quarter of a step to the right, then a quarter of a step to the top, another quarter, and so on until we end up at the top right corner. Still 2 units in total.
This does not change if we walk an eighth of a step to the right, another eighth of a step to the top etc.
No matter how small our steps will be. As long as we walk only to the right and to the top, we will have to walk 2 units in total. Nevertheless, we constantly approach the diagonal of the unit square which is of length ##\sqrt{2}\neq 2.## Hence, no matter how close we get pointwise to the diagonal, our path is of length 2 whereas we get pointwise closer to the diagonal of length ##\sqrt{2}.##
 
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  • #5
Notice ##x^n## is not Cauchy on ##[0,1]##. Since the sequences don't converge uniformly, the limit is not continuous. And, strictly speaking, as a whole, the sequence doesn't converge to different limits. This isn't possible in a Hausdorff space, and every metric space is Hausdorff.
 
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  • #6
WWGD said:
Notice ##x^n## is not Cauchy on ##[0,1]##. Since the sequences don't converge uniformly, the limit is not continuous.
What's the definition of uniform convergence of a sequence?

Also, the functions don't converge uniformly on ##[0,1)##, yet the limit function is continuous on that domain.
 
  • #7
PeroK said:
What's the definition of uniform convergence of a sequence?

Also, the functions don't converge uniformly on ##[0,1)##, yet the limit function is continuous on that domain.
I know what it means. I've never said uniforms convergence is necessary. Only that it's sufficient.
 
  • #8
WWGD said:
I know what it means. I've never said uniforms convergence is necessary. Only that it's sufficient.
Well, no, you said it was necessary:
WWGD said:
Since the sequences don't converge uniformly, the limit is not continuous.
 
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