Deriving formula from Fourier series: $\frac{\pi^2}{12} = \sum\limits_{n=1}^{\infty} \frac{(-1)^{n+1}}{n^2}$

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The equation/formula $$ \frac{\pi^2}{12} = \sum_{n=1}^{\infty} \frac{(-1)^{n+1}}{n^2}$$ is to be derived.

I know that the Fourier expansion of $f(x)=x$ for $x \in (-\pi,\pi)$ is $$f(x)=x=\sum_{n=1}^{\infty} \frac{2\,(-1)^{n+1}}{n}\,\sin{nx}$$ and there was an example of how for $x=\frac{\pi}{2}$ you'd get $\frac{\pi}{4} = 1-\frac{1}{3}+\frac{1}{5}- \cdots = \sum_{l=0}^\infty \frac{(-1)^{l}}{2l+1}$, but here it's not the square of $n$. I got a Fourier series for $$f_1(x)=x^2=\sum_{n=1}^{\infty} \frac{4\,(-1)^n}{n^2}\,\cos{nx}$$ but then the exponent of the $(-1)$ isn't the same.

I'm obviously missing something, so any hints are appreciated.

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We have that: $$ \sum_{n\geq 1}\frac{2(-1)^{n+1}}{n}\,\sin(nx) $$ is the Fourier series of the $2\pi$-periodic extension of $f(x)=x$, so, by termwise integration, $$\begin{eqnarray*} \forall x\in(-\pi,\pi),\qquad x^2&=&\sum_{n\geq 1}\frac{4(-1)^{n+1}}{n^2}\left(1-\cos(nx)\right)\\&=&\color{blue}{\left(\sum_{n\geq 1}\frac{4(-1)^{n+1}}{n^2}\right)}-\sum_{n\geq 1}\frac{4(-1)^{n+1}}{n^2}\cos(nx)\end{eqnarray*}$$ and it follows that the blue term is the mean value of the function $g(x)=x^2$ over the interval $(-\pi,\pi)$, so: $$\color{blue}{\sum_{n\geq 1}\frac{4(-1)^{n+1}}{n^2}}=\frac{1}{2\pi}\int_{-\pi}^{\pi}x^2\,dx = \color{blue}{\frac{\pi^2}{3}}$$ and

$$\sum_{n\geq 1}\frac{(-1)^{n+1}}{n^2}=\color{red}{\frac{\pi^2}{12}}$$

readily follows.

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This does not directly answer the question posed in the OP regarding the use of Fourier Series to prove that

$$\frac{\pi^2}{12}=\sum_{n=1}^\infty \frac{(-1)^{n+1}}{n^2} \tag 1$$

But, I thought it might be instructive to present an approach that relies only on the Basel Problem

$$\frac{\pi^2}{6}=\sum_{n=1}^\infty \frac{1}{n^2} \tag 2$$

which was proven by Euler without use of Fourier Series. To that end, we proceed.

Note that we can write the series in $(1)$ as

$$\sum_{n=1}^\infty \frac{(-1)^{n+1}}{n^2}=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right) \tag 3$$

Alongside this result, we can write the series in $(2)$ as

$$\begin{align} \frac{\pi^2}{6}&=\sum_{n=1}^\infty \frac{1}{n^2} \\\\ &=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}+\frac{1}{(2n)^2}\right) \\\\ &=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right)+2\sum_{n=1}^\infty\frac{1}{(2n)^2} \\\\ &=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right)+\frac12\sum_{n=1}^\infty\frac{1}{n^2} \\\\ &=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right)+\frac{\pi^2}{12}\\\\ \frac{\pi^2}{12}&=\sum_{n=1}^\infty \left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right)\tag 4 \end{align}$$

Substituting $(4)$ into $(3)$ yields the coveted result.

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Another way forward relies on Parseval's Identity.

Using the Fourier Series for $x$ on $[-\pi,\pi]$ as given by

$$x=\sum_{n=1}^{\infty}\frac{2(-1)^{n+1}}{n}\sin(nx)$$

Parseval's Identity reveals

$$\frac{1}{2\pi}\int_{-\pi}^{\pi}x\,dx=\frac12 \sum_{n=1}^{\infty}\left(\frac{(-1)^{n+1}2}{n}\right)^2$$

from which we find that

$$\sum_{n=1}^{\infty}\frac{1}{n^2}=\frac{\pi^2}{6} \tag 1$$

Now, we use $(1)$ to find the series of interest. We have

$$\begin{align} \sum_{n=1}^{\infty}\frac{(-1)^{n-1}}{n^2}&=\sum_{n=1}^{\infty}\left(\frac{1}{(2n-1)^2}-\frac{1}{(2n)^2}\right)\\\\ &=\sum_{n=1}^{\infty}\left(\frac{1}{(2n-1)^2}+\frac{1}{(2n)^2}-\frac{2}{(2n)^2}\right)\\\\ &=\sum_{n=1}^{\infty}\frac{1}{n^2}-\frac12 \sum_{n=1}^{\infty} \frac{1}{n^2}\\\\ &=\frac12 \sum_{n=1}^{\infty} \frac{1}{n^2}\\\\ &=\frac{\pi^2}{12} \end{align}$$

as was to be shown!

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Consider the Riemann zeta function: $$\zeta(s)=1+\frac1{2^s}+\frac1{3^s}+\frac1{4^s}+\ldots +\frac1{n^s}+...$$ $$\frac2{2^s}\zeta(s)=\frac2{2^s}+\frac2{4^s}+\frac2{6^s}+\ldots+\frac2{(2n)^s}+...$$

subtracting $2$nd line from the first we get $$\zeta(s)\left(1-\frac2{2^s}\right)=1-\frac1{2^s}+\frac1{3^s}-\frac1{4^s}+\ldots +(-1)^{n+1}\cdot \frac1{n^s}+...$$

Substitute $s=2$ in the above equation we get $$\frac12 \cdot \zeta(2)=1-\frac1{2^s}+\frac1{3^s}-\frac1{4^s}+\ldots+(-1)^{n+1}\cdot \frac1{n^s}+\ldots$$ $\zeta(2)$ is well known as $\frac{\pi^2}6$ due to Euler so the RHS$=\frac{\pi^2}{12}$