Prove that:
$$\sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_{2m} }{2m+1} - \frac{1}{2} \sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_m}{2m+1} = \frac{\pi \log 2}{8} - \frac{\mathcal{G}}{2}$$
Solution
We will use the very known fact
$$\frac{x \arctan x}{x^2+1} = \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) x^{2m} \tag{1}$$
Thus, for the initial problem we have that:
\begin{align*}
\sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_{2m} }{2m+1} - \frac{1}{2} \sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_m}{2m+1} &= \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) \frac{1}{2m+1} \\
&= \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) \int_{0}^{1}x^{2m} \, {\rm d}x \\
&= \int_{0}^{1} \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right )x^{2m} \, {\rm d}x\\
&\overset{(1)}{=} \int_{0}^{1} \frac{x \arctan x}{x^2+1} \, {\rm d}x \\
&=\left [ \frac{x \arctan^2 x}{2} \right ]_0^1 - \frac{1}{2}\int_{0}^{1} \arctan^2 x \, {\rm d}x \\
&=\frac{\pi^2}{32} - \frac{1}{2}\int_{0}^{1} \arctan^2 x \, {\rm d}x \\
&=\frac{\mathcal{G}}{2} + \frac{\pi^2}{32} - \frac{\pi^2}{32} - \frac{\pi \log 2}{8} \\
&=\frac{\mathcal{G}}{2} - \frac{\pi \log 2}{8}
\end{align*}
$$\sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_{2m} }{2m+1} - \frac{1}{2} \sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_m}{2m+1} = \frac{\pi \log 2}{8} - \frac{\mathcal{G}}{2}$$
Solution
We will use the very known fact
$$\frac{x \arctan x}{x^2+1} = \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) x^{2m} \tag{1}$$
Thus, for the initial problem we have that:
\begin{align*}
\sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_{2m} }{2m+1} - \frac{1}{2} \sum_{m=1}^{\infty} \frac{(-1)^m \mathcal{H}_m}{2m+1} &= \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) \frac{1}{2m+1} \\
&= \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right ) \int_{0}^{1}x^{2m} \, {\rm d}x \\
&= \int_{0}^{1} \sum_{m=1}^{\infty} (-1)^m \left ( \mathcal{H}_{2m} - \frac{1}{2} \mathcal{H}_m \right )x^{2m} \, {\rm d}x\\
&\overset{(1)}{=} \int_{0}^{1} \frac{x \arctan x}{x^2+1} \, {\rm d}x \\
&=\left [ \frac{x \arctan^2 x}{2} \right ]_0^1 - \frac{1}{2}\int_{0}^{1} \arctan^2 x \, {\rm d}x \\
&=\frac{\pi^2}{32} - \frac{1}{2}\int_{0}^{1} \arctan^2 x \, {\rm d}x \\
&=\frac{\mathcal{G}}{2} + \frac{\pi^2}{32} - \frac{\pi^2}{32} - \frac{\pi \log 2}{8} \\
&=\frac{\mathcal{G}}{2} - \frac{\pi \log 2}{8}
\end{align*}
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