In mathematics, Fejér's theorem,[1][2] named after Hungarian mathematician Lipót Fejér, states the following:[3]
Explanation of Fejér's Theorem's
Explicitly, we can write the Fourier series of f as
where the nth partial sum of the Fourier series of f may be written as
![{\displaystyle s_{n}(f,x)=\sum _{k=-n}^{n}c_{k}e^{ikx},}](https://wikimedia.org/api/rest_v1/media/math/render/svg/ddc0f9c8834fcbe366b4b4951325b514e8f7011c)
where the Fourier coefficients
are
![{\displaystyle c_{k}={\frac {1}{2\pi }}\int _{-\pi }^{\pi }f(t)e^{-ikt}dt.}](https://wikimedia.org/api/rest_v1/media/math/render/svg/2d79a1fc100c5155c817deabe098520e6df4bab8)
Then, we can define
![{\displaystyle \sigma _{n}(f,x)={\frac {1}{n}}\sum _{k=0}^{n-1}s_{k}(f,x)={\frac {1}{2\pi }}\int _{-\pi }^{\pi }f(x-t)F_{n}(t)dt}](https://wikimedia.org/api/rest_v1/media/math/render/svg/40686d4178d2c3c94730918c2f01f8a84808da62)
with Fn being the nth order Fejér kernel.
Then, Fejér's theorem asserts that
with uniform convergence. With the convergence written out explicitly, the above statement becomes
Proof of Fejér's Theorem
We first prove the following lemma:
Lemma 1 — The nth partial sum of the Fourier series
may be written using the Dirichlet Kernel as:
Proof: Recall the definition of
, the Dirichlet Kernel:
We substitute the integral form of the Fourier coefficients into the formula for
above
Using a change of variables we get
This completes the proof of Lemma 1.
We next prove the following lemma:
Lemma 2 — The nth Cesaro sum
may be written using the Fejér Kernel as:
Proof: Recall the definition of the Fejér Kernel
As in the case of Lemma 1, we substitute the integral form of the Fourier coefficients into the formula for
This completes the proof of Lemma 2.
We next prove the 3rd Lemma:
Proof: a) Given that
is the mean of
, the integral of which is 1, by linearity, the integral of
is also equal to 1.
b) As
is a geometric sum, we get an simple formula for
and then for
,using De Moivre's formula :
c) For all fixed
,
This shows that the integral converges to zero, as
goes to infinity.
This completes the proof of Lemma 3.
We are now ready to prove Fejér's Theorem. First, let us recall the statement we are trying to prove
We want to find an expression for
. We begin by invoking Lemma 2:
By Lemma 3a we know that
Applying the triangle inequality yields
and by Lemma 3b, we get
We now split the integral into two parts, integrating over the two regions
and
.
The motivation for doing so is that we want to prove that
. We can do this by proving that each integral above, integral 1 and integral 2, goes to zero. This is precisely what we'll do in the next step.
We first note that the function f is continuous on [-π,π]. We invoke the theorem that every periodic function on [-π,π] that is continuous is also bounded and uniformily continuous. This means that
. Hence we can rewrite the integral 1 as follows
Because
and ![{\displaystyle \delta \leq \pi }](https://wikimedia.org/api/rest_v1/media/math/render/svg/11a769139487ec8327dc06e61b737d911b7c5034)
By Lemma 3a we then get for all n
This gives the desired bound for integral 1 which we can exploit in final step.
For integral 2, we note that since f is bounded, we can write this bound as
We are now ready to prove that
. We begin by writing
Thus,
By Lemma 3c we know that the integral goes to 0 as n goes to infinity, and because epsilon is arbitrary, we can set it equal to 0. Hence
, which completes the proof.
Modifications and Generalisations of Fejér's Theorem
In fact, Fejér's theorem can be modified to hold for pointwise convergence.[3]
Sadly however, the theorem does not work in a general sense when we replace the sequence
with
. This is because there exist functions whose Fourier series fails to converge at some point.[4] However, the set of points at which a function in
diverges has to be measure zero. This fact, called Lusins conjecture or Carleson's theorem, was proven in 1966 by L. Carleson.[4] We can however prove a corollary relating which goes as follows:
A more general form of the theorem applies to functions which are not necessarily continuous (Zygmund 1968, Theorem III.3.4). Suppose that f is in L1(-π,π). If the left and right limits f(x0±0) of f(x) exist at x0, or if both limits are infinite of the same sign, then
![{\displaystyle \sigma _{n}(x_{0})\to {\frac {1}{2}}\left(f(x_{0}+0)+f(x_{0}-0)\right).}](https://wikimedia.org/api/rest_v1/media/math/render/svg/cc731f692e6eee45d4855b2a06c82f82b5a04447)
Existence or divergence to infinity of the Cesàro mean is also implied. By a theorem of Marcel Riesz, Fejér's theorem holds precisely as stated if the (C, 1) mean σn is replaced with (C, α) mean of the Fourier series (Zygmund 1968, Theorem III.5.1).
References
- ^ Lipót Fejér, « Sur les fonctions intégrables et bornées », C.R. Acad. Sci. Paris, 10 décembre 1900, 984-987, .
- ^ Leopold Fejér, Untersuchungen über Fouriersche Reihen, Mathematische Annalen, vol. 58, 1904, 51-69.
- ^ a b "Introduction", An Introduction to Hilbert Space, Cambridge University Press, pp. 1–3, 1988-07-21, retrieved 2022-11-14
- ^ a b Rogosinski, W. W.; Rogosinski, H. P. (December 1965). "An elementary companion to a theorem of J. Mercer". Journal d'Analyse Mathématique. 14 (1): 311–322. doi:10.1007/bf02806398. ISSN 0021-7670.
- Zygmund, Antoni (1968), Trigonometric Series (2nd ed.), Cambridge University Press (published 1988), ISBN 978-0-521-35885-9.