Questions on uniform convergence

In summary, the first conversation discusses finding an example of two sequences of functions, f_n and g_n, that both converge uniformly to f and g on a set E, but their product, f_n * g_n, does not converge uniformly on E. The example given is f_n = x^2 and g_n = sin(x)/(nx). The second conversation discusses the function f(x) = infinite sum from n=1 to infinity of 1/(1+(n^2)x) and determining the interval(s) on which the series converges uniformly. It is shown that the series converges absolutely for any positive nonzero x, and on the interval E = [c,infinity) with c>0, the series converges
  • #1
SiddharthM
176
0
I have several questions

1. Find an example of two sequences of functions, f_n and g_n such that they both converge uniformly to f, g on some set E but such that f_n * g_n does not converge uniformly on E.

Let f_n = x^2 for all n. and g_n=sinx/(xn). Since sinx/x is bounded by 1 it is easy to show that g_n converges uniformly to the zero function. however, the product is (xsinx)/n. This new function converges pointwise to the zero function. But, for any fixed n we can make (xsinx)/n as large as we please. So f_n * g_n is not uniformly convergent to the zero function on the real line. But f_n and g_n DO converge uniformly on the real line.

Is this correct?

2. consider f(x)=infinite sum from n=1 to infinity of {1/(1+(n^2)x)}

By the comparison test it is easy to show that the series converges absolutely for any positive nonzero x. For x=-1/(n^2) for any n, it's clear that f(x) doesn't converge. Otherwise the comparison test can be used to show that f(x) converges absolutely.

On what interval(s) does the series converge to f uniformly?

I put E= [c,infinity) with c>0. Then for all x in E we see that (n^2)x+1>(n^2)c+1>(n^2)c so that 1/((n^2)c)>1/((n^2)c+1)>1/((n^2)x+1). By convergence of p-series (p=2) and the wieirstrass m-test we see that the series converges to f uniformly on E. I take it that although c was arbitrarily chosen it does NOT follow that the series converges uniformly on (0,infinity)? This because f(x) is unbounded on (0,infinity) (b/c it blows up as it approaches 0) and the partial sums of the series are bounded on the nonzero positive reals. Since uniform convergence on the nonzero positive reals of a sequence (of partial sums of functions) of bounded functions implies a bounded limit function on the nonzero positive reals which is not the case we have here. So the convergence cannot be uniform on all of the positive numbers.

is this correct?

Please DO NOT tell me any answers, i ONLY want to know if the arguments I have given are correct. Thanks for your time.
 
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  • #2
continuing on the question: which intervals does the series converge to f uniformly?

fix c<-1 and then the partial sums are defined for all n on E=(-infinity, c]. A similar argument as above (showing the same thing for [c,infinity) except with c>0) shows that the series converges uniformly to f on E. This time however we use 1/(|c|n^2)>|1/(1+xn^2| for all x in E when we apply the wieirstrass M-test.

We now consider any interval with -1/(p^2) for some natural number p, as an endpoint. Let s_n (x) denote the nth partial sum of functions, we see that for all n>p the s_n (x) grows without bound near the endpoint -1/(p^2). Hmm, it seems that the convergence is still uniform on such an interval as long as f(x) is defined on the interval (ie no point -1/(n^2) for some positive integer n is CONTAINED in the interval).

So basically s_n converges to f uniformly on E if E is a interval that doesn't have 0 as an endpoint nor does it contain any any point x=-1/(n^2) for some natural number n.

from this we gather that f is continuous wherever the series converges. also that f cannot be bounded.

correct?
 
  • #3
I think '1' is correct, although it wouldn't hurt to state formally why f*g isn't u.c.

I haven't looked at '2' yet.
 
  • #4
1 is wrong. You claimed that g_n = sin(x)/(nx) is U.C. on the real line. But g_n cannot even be defined continuously at x = 0, and it's not bounded there, so it's easy to see g_n does not converge uniformly on (0,e] or [-e,0). But #2 in Chapter 7 only asks "on some set E", so you can modify your argument correctly by taking E = [1,infty).

2 is correct. f is not defined as is for x = -1/k^2, for any positive integer k, and the sum of f_n(0) diverges. |f_n(x)| <= |f_n(c)| on [c,infinity) so f is U.C. on [c,infty) for any c > 0. It's not U.C. on (0,e]. Nonetheless, f is continuous on [c,infty) for c > 0, thus f is continuous on (0,infty). But clearly not bounded on (0,c], because by choosing x small enough you can make the first N denominators (1+n^2x) <= 1 + e, so you'll add 1/(1+e) N times, for arbitrary e > 0, where the only dependence is x <= e/N^2.
 
  • #5
rudinreader said:
1 is wrong. You claimed that g_n = sin(x)/(nx) is U.C. on the real line. But g_n cannot even be defined continuously at x = 0, and it's not bounded there, so it's easy to see g_n does not converge uniformly on (0,e] or [-e,0). But #2 in Chapter 7 only asks "on some set E", so you can modify your argument correctly by taking E = [1,infty).
Thank you for correcting my oversight.
 
  • #6
rudinreader said:
1 is wrong. You claimed that g_n = sin(x)/(nx) is U.C. on the real line. But g_n cannot even be defined continuously at x = 0, and it's not bounded there,

i thought the limit of sinx/x equals 1? times by 1/n for any fixed n and we see that g_n is never greater than 1.

am i missing something?
 
  • #7
Crap, my mistake. I had that sin(1/x)/x example in my head. Yes, sin(x)/x -> 1. So correction, your problem #1 is right!
 
  • #8
Thank you for the recorrection.
 

FAQ: Questions on uniform convergence

1. What is uniform convergence?

Uniform convergence refers to a type of convergence in which the limit of a sequence of functions approaches the same value at every point in their domain. This is in contrast to pointwise convergence, where the limit may vary at different points.

2. How is uniform convergence different from pointwise convergence?

Uniform convergence guarantees that the sequence of functions approaches the same limit at every point, while pointwise convergence only guarantees that the limit exists at each point. This means that uniform convergence is a stronger form of convergence.

3. What is the importance of uniform convergence in mathematics?

Uniform convergence is important because it allows for the interchange of the limit operation and integration or differentiation. This is a crucial concept in many areas of mathematics, such as analysis and calculus, and is used to prove many theorems and properties.

4. How is uniform convergence related to continuity?

A function that is uniformly convergent is necessarily continuous. This is because uniform convergence implies pointwise convergence, and continuity is preserved under pointwise convergence. However, the converse is not true, as a continuous function may not necessarily be uniformly convergent.

5. Are there any tests or criteria for uniform convergence?

Yes, there are several tests and criteria that can be used to determine whether a sequence of functions converges uniformly. Some common ones include the Weierstrass M-test, the Cauchy criterion, and the uniform convergence theorem. These tests can help determine the convergence of a sequence of functions and can be very useful in mathematical analysis.

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