4
$\begingroup$

Many of the Fourier series problems I deal with right now are with discontinuous functions. Many times the integrals involved have to be separated because there are discontinuities.

However this is making my head hurt, why do the theorems work if the sums of trigonometric functions are continuous and the original function isn't? Namely, the theorems depend on the equality, and there isn't really any equality here.

Perhaps I'm incorrectly assuming that a Fourier series expansion is continuous, but anyway, the problem of the equality I mention still stands.

Edit: I mean specifically jump discontinuities. I think this is important for my point. Because intuitively I think that the Fourier series should have the same type of discontinuity as the original function.

$\endgroup$
  • $\begingroup$ You do get an equality. An infinite sum of continuous functions is not always continuous. $\endgroup$ – Potato Mar 17 '15 at 3:03
  • $\begingroup$ I've edited to add that I mean jump discontinuities specifically. Is this an important detail? Thanks! $\endgroup$ – DLV Mar 17 '15 at 3:29
  • $\begingroup$ There's still no problem. $\endgroup$ – Potato Mar 17 '15 at 3:56
  • $\begingroup$ So the Fourier series expansion can have jump discontinuities as well? $\endgroup$ – DLV Mar 17 '15 at 4:27
  • 1
    $\begingroup$ Yes. $\textbf{}$ $\endgroup$ – Potato Mar 17 '15 at 4:52
6
$\begingroup$

The simplest sense in which a Fourier series of a function converges to it is in the $L^2$ sense. This is a strictly weaker notion of convergence than the ones you first learn about in analysis, e.g. pointwise or uniform convergence. Part of the problem is that functions in an $L^2$ space are not really functions in the familiar sense: for example, you can't evaluate them at points. So, by default, the sense in which a function "equals" its Fourier series is a weaker notion of equality than ordinary equality of functions. (For example, it is invariant under changing a function at countably many points!)

Getting any stronger notion of convergence requires hypotheses on the original function. For example, you might think that if $f$ is continuous then its Fourier series converges to it pointwise. This is famously not true, although it is true if $f$ is differentiable. In fact it was studying convergence properties of Fourier series that was in part responsible for Cantor inventing set theory.

$\endgroup$
  • $\begingroup$ This is a good note. I would like to add that $L^2$ convergence does imply pointwise convergence almost everywhere (by the Carleson-Hunt theorem). So in fact you get a stronger notion of convergence for free. $\endgroup$ – Potato Mar 18 '15 at 7:04
  • $\begingroup$ With respect to Dirichlet's theorem on the convergence to the midpoint on a discontinuity, could I say this is proof of what you say about the "weaker notion of equality" ? Thanks. $\endgroup$ – DLV Mar 22 '15 at 0:33
2
$\begingroup$

Well the series $(x \mapsto |\sin(x)|^n)$ is continuous and its limit is not continuous.

You might Google "Fourier Gibbs effect", you will probably find nice charts of what happens to Fourier series next to a discontinuity.

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.