Showing the uniform convergence of a gaussian function-like series

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Homework Help Overview

The discussion revolves around proving the uniform convergence of the series \(\sum_{n=0}^\infty e^{-n^2x^2}\) on the set \(\mathbb{R}\backslash\ \big] -\epsilon,\epsilon\big[\) where \(\epsilon>0\). Participants explore the properties of the series and its convergence behavior, particularly in relation to functions resembling bell curves.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss using the Weierstrass M-test and seek suitable functions for comparison. There is mention of the decay of the exponential function as \(|x|\) increases and suggestions to compare the series with \(\sum 1/n^2\). Questions arise regarding the nature of the sets \(\mathbb{R}\backslash\ \left\{ 0 \right\}\) and \(\mathbb{R}\backslash\ \left] -\epsilon,\epsilon \right[\) and their equivalence as \(\epsilon\) approaches zero.

Discussion Status

The discussion is active with participants providing insights and suggestions for approaches to the problem. Some guidance has been offered regarding the comparison of the series with known convergent series, while questions about the limit of the series remain open for exploration.

Contextual Notes

Participants are navigating the constraints of the problem, particularly the requirement for uniform convergence and the implications of the sets defined by \(\epsilon\). There is a noted difficulty in evaluating the limit of the series, with suggestions to use computational tools for further investigation.

dane502
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Homework Statement



Prove that the series \sum_{n=0}^\infty e^{-n^2x^2} converges uniformly on the set \mathbb{R}\backslash\ \big] -\epsilon,\epsilon\big[ where \epsilon>0

Homework Equations


n/a

The Attempt at a Solution


I have tried using Weierstrass M-test but I have not been able to find a suitable series.
As my topic implies I thought I could use some a series of a bell-curve like function, which I have some experience with from a probability course.
But I have a problem finding a suitable expression - let alone showing that this series convergence.

I would appreciate if someone could help getting me started (preferably without solving the entire exercise).
 
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Try finding a function > exp(-n^2 * x^2) for every n and whose integral over R is finite.
 
dane502 said:

Homework Statement



Prove that the series \sum_{n=0}^\infty e^{-n^2x^2} converges uniformly on the set \mathbb{R}\backslash\ \big] -\epsilon,\epsilon\big[ where \epsilon>0


Homework Equations


n/a


The Attempt at a Solution


I have tried using Weierstrass M-test but I have not been able to find a suitable series.
As my topic implies I thought I could use some a series of a bell-curve like function, which I have some experience with from a probability course.
But I have a problem finding a suitable expression - let alone showing that this series convergence.

I would appreciate if someone could help getting me started (preferably without solving the entire exercise).

Well, since e^{-n^2x^2} decreases as |x| increases you have

e^{-n^2x^2}\le e^{-n^2\epsilon^2}

if |x| ≥ ε. Now since negative exponentials decay fast, you should be able construct a comparison with Σ1/n2.
 
Got it! Thank you very much, LCKurtz.

For my personal interest, would someone care to comment on whether or not the sets
<br /> \mathbb{R}\backslash\ \left\{ 0 \right\}<br />

and
<br /> \mathbb{R}\backslash\ \left] -\epsilon,\epsilon \right[ <br />
where \epsilon&gt;0, are the same?
 
dane502 said:
Got it! Thank you very much, LCKurtz.

For my personal interest, would someone care to comment on whether or not the sets
<br /> \mathbb{R}\backslash\ \left\{ 0 \right\}<br />

and
<br /> \mathbb{R}\backslash\ \left] -\epsilon,\epsilon \right[ <br />
where \epsilon&gt;0, are the same?

No, they aren't. ε/2 is in the first but not the second.
 
That is a convincing argument, although I have a hard time visualizing the difference between the two sets, when ε→0..
With regards to the original topic, I have another question. We have shown that the series converges uniformly, which is all I needed to show, but i would also like to know to WHAT it converges, ie. the limit. Would someone care to comment on that?
 
If I may add another question to the above, are the two sets equal for ε→0?
 
dane502 said:
If I may add another question to the above, are the two sets equal for ε→0?

For ε→0 the sets are the same. But if only the only requirement is ε>0, then LCKurtz's argument stands. I don't know how to calculate the value of the limit, but try using Maple, Mathematica etc.
 
I only have maple, and it is unable to evaluate the sum. Does anybody have another idea?
 
  • #10
dane502 said:
I only have maple, and it is unable to evaluate the sum. Does anybody have another idea?

I don't think you are likely to find a formula for the sum. Probably the best you could hope for is that it is a common enough sum that it has been given a name and its properties have been studied as, for example, Bessel functions have. Or it may be just another convergent series with a no-name sum.
 

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