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\newcommand{\pars}[1]{\left( #1 \right)}%
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\newcommand{\totald}[3][]{\frac{{\rm d}^{#1} #2}{{\rm d} #3^{#1}}}
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\newcommand{\yy}{\Longleftrightarrow}$
$\ds{{\cal I} \equiv \int_{0}^{1}\int_{-1}^{1}\verts{x + y}\,\dd y\,\dd x
= \int_{0}^{1}{\cal F}\pars{x}\,\dd x\quad\mbox{where}\quad
{\cal F}\pars{x} \equiv \int_{-1}^{1}\verts{x + y}\,\dd y}$
\begin{align}
{\cal F}\pars{x}
&= \left.\vphantom{\LARGE A}\verts{x + y}\,y\,\right\vert_{y\ =\ -1}^{y\ =\ 1}
- \int_{-1}^{1}y\sgn\pars{x + y}\,\dd y
\\[3mm]&=
\verts{x + 1} + \verts{x - 1}
-\bracks{%
\left.\vphantom{\LARGE A}\sgn\pars{x + y}\,{y^{2} \over 2}
\right\vert_{y\ =\ -1}^{y\ =\ 1}}
+
\int_{-1}^{1}{y^{2} \over 2}\bracks{2\delta\pars{x + y}}\,\dd y
\\[3mm]&=
\verts{x + 1} + \verts{x - 1} - {1 \over 2}\,\sgn\pars{x + 1} +
{1 \over 2}\,\sgn\pars{x - 1}
+ x^{2}\Theta\pars{1 - \verts{x}}
\end{align}
$$
{\cal F}\pars{x}
=
\verts{x + 1} + \verts{x - 1} - {1 \over 2}\,\sgn\pars{x + 1} +
{1 \over 2}\,\sgn\pars{x - 1} + x^{2}\Theta\pars{1 - \verts{x}}
$$
\begin{align}
{\cal I}&=
\int_{1}^{2}{1 \over 2}\,\verts{x}\,\dd x
+
\int_{-1}^{0}{1 \over 2}\,\verts{x}\,\dd x -\int_{1}^{2}\sgn\pars{x}\,\dd x
+
\int_{-1}^{0}\sgn\pars{x}\,\dd x + \int_{0}^{1}x^{2}\,\dd x
\\[3mm]&=
\left.{x^{2} \over 4}\right\vert_{1}^{2}
-
\left.{x^{2} \over 4}\right\vert_{-1}^{0}
-
\left.x\right\vert_{1}^{2}
+
\left.\pars{-x}\right\vert_{-1}^{0} + \left.{x^{3} \over 3}\right\vert_{1}^{2}
\\[3mm]&=
\pars{1 - {1 \over 4}} - \pars{-\,{1 \over 4}} - 1 - 1
+ \pars{{8 \over 3} - {1 \over 3}}
=
{4 \over 3}
\end{align}
$$\color{#0000ff}{\large%
\int_{0}^{1}\int_{-1}^{1}\verts{x + y}\,\dd y\,\dd x = {4 \over 3}
}
$$