Uniform Convergence Homework: Is ##f_n(x) = \frac{x}{1+nx^2}##?

In summary, for the sequence of functions ##f_n(x) = \frac{x}{1+nx^2}## on ##[0,1]##, we can show that it is uniformly convergent by using the fact that the denominator can be written as a perfect square and is therefore nonnegative. This implies that the sequence converges to 0 uniformly, as the maximum value of ##f_n## is bounded by ##\frac{1}{n}## which can be made arbitrarily small.
  • #1
Lee33
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Homework Statement



Is the sequence of function ##f_1, f_2,f_3,\ldots## on ##[0,1]## uniformly convergent if ##f_n(x) = \frac{x}{1+nx^2}##?

2. The attempt at a solution

I got the following but I think I did it wrong.

For ##f_n(x) = \frac{x}{1+nx^2}##, I got if ##f_n \to0## then we must find ##\epsilon>0## an ##N## such that for ##n>N## implies ##|f_n-0|<\epsilon.## So ##f_n(x) = \frac{x}{1+nx^2}##; ##\lim_{n\to\infty}f_n(x) =0##. Then for ##\epsilon>0## we have ##|f_n(x)-f(x)| = |\frac{x}{1+nx^2}|\le |\frac{1}{1+n}|<|\frac{1}{n}|<\epsilon## thus ##N = \frac{1}{\epsilon}##. But I think this is wrong since ##|1+nx^2|<|1+n|##? How can I show it is uniformly convergent?
 
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  • #2
##f_n \rightarrow 0## uniformly if and only if ##\sup f_n \rightarrow 0##. So I would suggest that you start by finding the maximum value of ##f_n##.
 
  • #3
jbunniii -

We haven't been taught that way yet. We still haven't defined "derivative" or proved ##f_n \to 0## uniformly iff ##\sup f_n \to 0## so I can't use it to prove my problem. What I was thinking is how can I divide into two regions?
 
  • #4
Consider the denominator: ##1 + nx^2##. This is not quite a perfect square, but it would be if we added the missing term (actually, subtracting is more useful here): ##1 - 2\sqrt{n} x + nx^2 = (1 - \sqrt{n}x)^2##. Now this is a square, so it is nonnegative. What can you conclude?
 
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  • #5
Thanks, jbunniii for the hint!
 

FAQ: Uniform Convergence Homework: Is ##f_n(x) = \frac{x}{1+nx^2}##?

What is uniform convergence?

Uniform convergence is a type of convergence in which a sequence of functions approaches a limit function in a uniform manner, meaning that the distance between the functions in the sequence and the limit function becomes smaller than any given positive number as the index of the sequence increases.

How do I determine if a sequence of functions is uniformly convergent?

To determine if a sequence of functions is uniformly convergent, you can use the Weierstrass M-test. This test states that if there exists a sequence of positive numbers {M_n} such that the absolute value of f_n(x) is less than or equal to M_n for all x and n, and the series of M_n converges, then the sequence of functions is uniformly convergent.

How can I use the Weierstrass M-test to prove the uniform convergence of ##f_n(x) = \frac{x}{1+nx^2}##?

To use the Weierstrass M-test to prove the uniform convergence of ##f_n(x) = \frac{x}{1+nx^2}##, we can first rewrite the function as ##f_n(x) = \frac{1}{n}\frac{x}{\frac{1}{n}+x^2}##. Then, we can set M_n = 1/n and show that the series of M_n converges, thus proving the uniform convergence of the sequence of functions.

What is the limit function of the sequence ##f_n(x) = \frac{x}{1+nx^2}##?

The limit function of the sequence ##f_n(x) = \frac{x}{1+nx^2}## is the zero function, as it can be shown that this function is the limit of the sequence of functions as n approaches infinity.

Is uniform convergence necessary for the sequence ##f_n(x) = \frac{x}{1+nx^2}## to converge?

No, uniform convergence is not necessary for the sequence ##f_n(x) = \frac{x}{1+nx^2}## to converge. This sequence of functions also converges pointwise, meaning that for each fixed value of x, the sequence of real numbers ##\{f_n(x)\}## converges to a limit. However, uniform convergence guarantees that the convergence is "smooth" and occurs at a similar rate for all values of x.

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