Convergence of Fourier Series — Question 2

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Question 2

For integers m≥1m\geq 1, let hm(x)=max⁡(1−m|x|,0),−π≤x≤π,h_m(x)=\max(1-m|x|,0),\qquad -\pi\leq x\leq\pi, and extend periodically. Write SN(m)S_N^{(m)} for the degree-NN Fourier partial sum of this particular function. The target changes with mm; these are not partial sums of one fixed function.

Tasks

  1. Compute ∥hm∥∞\|h_m\|_\infty, ∥hm∥22\|h_m\|_2^2 and the pointwise limit as m→∞m\to\infty. Distinguish mean-square convergence to zero from pointwise convergence to zero.

  2. Derive the mean and all Fourier coefficients of hmh_m.

  3. For each fixed mm, prove SN(m)→hmS_N^{(m)}\to h_m uniformly as N→∞N\to\infty. State a bound whose dependence on mm is explicit.

  4. Evaluate both iterated limits at x=0x=0, first letting NN tend to infinity and then reversing the order. Explain why they differ, and sketch h1,h3,h9h_1,h_3,h_9 near the origin.

Original worksheet page 1: question and worked solution for 8-7-002
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Question 2 – Solution

Strategy. A shrinking support can make integral errors small while retaining a fixed peak.

Step 1: Compare the modes of convergence. The peak is always one and direct integration gives ∥hm∥∞=1,∥hm∥22=2∫01/m(1−mx)2dx=23m.\boxed{\|h_m\|_\infty=1,\qquad \|h_m\|_2^2=2\int_0^{1/m}(1-mx)^2\,dx=\frac 2{3m}.} The pointwise limit is one at 00 modulo 2π2\pi and zero elsewhere. Thus hm→0h_m\to 0 in mean square and almost everywhere, but not at every point and not uniformly. The pointwise limit has a single-point spike in each period.

Step 2: Compute the spectrum. The function is even, so bn=0b_n=0. Its area is 1/m1/m, giving mean 1/(2πm)1/(2\pi m). Integration over its support gives an=2π∫01/m(1−mx)cos⁡nxdx=2mπn2(1−cos⁡(n/m)).\boxed{a_n=\frac 2\pi\int_0^{1/m}(1-mx)\cos nx\,dx =\frac{2m}{\pi n^2}\bigl(1-\cos(n/m)\bigr).} For each fixed nn, 0≤an≤1/(πm)0\leq a_n\leq 1/(\pi m) by 1−cos⁡u≤u2/21-\cos u\leq u^2/2. Therefore every fixed coefficient tends to zero as m→∞m\to\infty.

Step 3: Keep the target fixed when taking a Fourier limit. For fixed mm, |an|≤4m/(πn2)|a_n|\leq 4m/(\pi n^2), so the series converges absolutely and uniformly. The piecewise smooth Fourier theorem identifies its sum with the continuous target hmh_m. In particular, ∥hm−SN(m)∥∞≤4mπN.\boxed{\|h_m-S_N^{(m)}\|_\infty\leq\frac{4m}{\pi N}.} The factor mm prevents using this bound uniformly over all targets.

Step 4: Compare the iterated limits. For fixed mm, the inner NN-limit at zero is hm(0)=1h_m(0)=1. For fixed NN, the mean and finitely many coefficients all tend to zero. Thus limm→∞limN→∞SN(m)(0)=1,limN→∞limm→∞SN(m)(0)=0.\boxed{\lim_{m\to\infty}\lim_{N\to\infty}S_N^{(m)}(0)=1,\qquad \lim_{N\to\infty}\lim_{m\to\infty}S_N^{(m)}(0)=0.} Fixed-mode convergence does not control the collective contribution of modes whose number grows with mm. There is no common uniform estimate permitting this interchange.

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Original worksheet page 2: question and worked solution for 8-7-002

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