Norm 2, f Integrable function, show: ##||f-g||_2<\epsilon##

  • Context: Graduate 
  • Thread starter Thread starter physics1000
  • Start date Start date
  • Tags Tags
    Function Norm
Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
5 replies · 3K views
physics1000
Messages
104
Reaction score
4
Let ##F:[0,2\pi] --> Complex##
##F## is integrable riemman.
show for all ##\epsilon>0## you can find a ##g##, continuous and periodic ##2\pi## s,t: ##||f-g||_2<\epsilon##
What I tried ( in short ), which is nothing almost, but all I know:
because g in continuous and periodic, according to Weirsterass sentence, we can find polynom ##P(X)## such that ##||g-p||_2<\epsilon##
and I know that, because f is integrable, ##||S_n(f)(x)-f(x)||_2<\epsilon##
But I dont know how to use the two of them to reach the answer, since I can not connect between p and f or to reach ##S_n(f)(x)## someway.
any tip will be welcomed!

EDIT:
Oww, I just noticed there is actually a fourier server here, I didnt see it because it said analysis and not fourier.
if needed, move it there please, if not, then you can keep it here :)
 
Last edited:
on Phys.org
Simple method: nth step of Riemann sum approx. to integral - within each section, place a constant = approx. to function used above except at ends of length ##\epsilon /(2n)##. Connect ends of remaining intervals by straight lines. This will give a continuous curve with integral ~ ##\epsilon## of approx. sum.
 
Reply
  • Like
Likes   Reactions: physics1000
mathman said:
Simple method: nth step of Riemann sum approx. to integral - within each section, place a constant = approx. to function used above except at ends of length ##\epsilon /(2n)##. Connect ends of remaining intervals by straight lines. This will give a continuous curve with integral ~ ##\epsilon## of approx. sum.
Ahh forgot to mention, I know we can solve it using Riemann method, but I understand that concept real hard. we have not touched Riemann since calculus two ( integrable subject ).
Is there not any way with norms maybe? :(
I really do not know anything already with riemann
 
physics1000 said:
Let ##F:[0,2\pi] --> Complex##
##F## is integrable riemman.
show for all ##\epsilon>0## you can find a ##g##, continuous and periodic ##2\pi## s,t: ##||f-g||_2<\epsilon##
What I tried ( in short ), which is nothing almost, but all I know:
because g in continuous and periodic, according to Weirsterass sentence, we can find polynom ##P(X)## such that ##||g-p||_2<\epsilon##
and I know that, because f is integrable, ##||S_n(f)(x)-f(x)||_2<\epsilon##
But I dont know how to use the two of them to reach the answer, since I can not connect between p and f or to reach ##S_n(f)(x)## someway.
any tip will be welcomed!

EDIT:
Oww, I just noticed there is actually a fourier server here, I didnt see it because it said analysis and not fourier.
if needed, move it there please, if not, then you can keep it here :)

The point here is that [itex]g[/itex] must periodic and continuous, but [itex]f[/itex] is only defined on [itex][0,2\pi][/itex] and is merely Riemann integrable. However, if [itex]f[/itex] is [itex]L_2[/itex]-equivalent to a continuous function [itex]f_c[/itex], in the sense that [itex]\|f - f_c\|_2 = 0[/itex], then you can clearly work with [itex]f_c[/itex] instead.

A starting point is to consider the periodic extension of [itex]f[/itex], and deal with the ways in which it might fail to be continuous. One obvious problem is that you are not given that [itex]f(0) = f(2\pi)[/itex]. But you can deal with that by multiplying [itex]f[/itex] by a continuous function which is 1 everywhere except in small neighbourhoods of [itex]0[/itex] and [itex]2\pi[/itex], where it rapidly adjusts to zero; for example, the following family of functions for [itex]\delta > 0[/itex]: [tex] h_\delta: [0, 2\pi] \to \mathbb{R}: x \mapsto \begin{cases} \frac x\delta & 0 \leq x < \delta \\<br /> 1 & \delta \leq x \leq 2\pi - \delta \\<br /> \frac{2\pi - x}{2\pi - \delta} & 2\pi - \delta < x \leq 2\pi. \end{cases}[/tex]
Another problem is that although you know that [itex]f[/itex] is Riemann integrable, so its discontinuities are confined to a set of measure zero, you are not actually told that [itex]f[/itex] is continuous. If it isn't [itex]L_2[/itex]-equivalent to a continuous function, then you will need to take a similar approach at each point of discontinuity.

It remains to show that this approach results in a continuous periodic function [itex]g[/itex] such that [itex]\|g - f\|_2 < \epsilon[/itex].
 
Reply
  • Like
Likes   Reactions: physics1000
pasmith said:
The point here is that [itex]g[/itex] must periodic and continuous, but [itex]f[/itex] is only defined on [itex][0,2\pi][/itex] and is merely Riemann integrable. However, if [itex]f[/itex] is [itex]L_2[/itex]-equivalent to a continuous function [itex]f_c[/itex], in the sense that [itex]\|f - f_c\|_2 = 0[/itex], then you can clearly work with [itex]f_c[/itex] instead.

A starting point is to consider the periodic extension of [itex]f[/itex], and deal with the ways in which it might fail to be continuous. One obvious problem is that you are not given that [itex]f(0) = f(2\pi)[/itex]. But you can deal with that by multiplying [itex]f[/itex] by a continuous function which is 1 everywhere except in small neighbourhoods of [itex]0[/itex] and [itex]2\pi[/itex], where it rapidly adjusts to zero; for example, the following family of functions for [itex]\delta > 0[/itex]: [tex] h_\delta: [0, 2\pi] \to \mathbb{R}: x \mapsto \begin{cases} \frac x\delta & 0 \leq x < \delta \\<br /> 1 & \delta \leq x \leq 2\pi - \delta \\<br /> \frac{2\pi - x}{2\pi - \delta} & 2\pi - \delta < x \leq 2\pi. \end{cases}[/tex]
Another problem is that although you know that [itex]f[/itex] is Riemann integrable, so its discontinuities are confined to a set of measure zero, you are not actually told that [itex]f[/itex] is continuous. If it isn't [itex]L_2[/itex]-equivalent to a continuous function, then you will need to take a similar approach at each point of discontinuity.

It remains to show that this approach results in a continuous periodic function [itex]g[/itex] such that [itex]\|g - f\|_2 < \epsilon[/itex].
Ahh, I thought I could skip the delta's part, I guess its impossible.
Thanks, I will try to work with it :)
 
What about this: ##\int_0^xf(t)dt## is continuous, so can be approximated by some polynomial ##G(x)##. ##G'(x)## is a polynomial that approximates ##f## in the ##L_2## sense (I haven't checked this works but it feels like it must) then tweak the endpoints to make it periodic.

Edit: OK, this isn't going to work easily. For example ##F(x)=x## is uniformly approximatws by ##G(x)=x+\epsilon \sin(x/\epsilon)## to arbitrary precision as ##\epsilon\to 0## but ##F'=1## and ##G'=1+\cos(x/\epsilon)##.

This isn't quite the same situation since ##G## isn't a polynomial and ##G## is the sequence that is a good approximator, but if you can find a sequence of good polynomials it's probably hard to describe them and prove they work.
 
Last edited: