ThmDex – An index of mathematical definitions, results, and conjectures.
P3056
Result R1396: Image elements of orthogonal projection and coprojection are orthogonal shows that $P x, P^{\perp} x$ is an orthogonal collection in $N$. We can write \begin{equation} x = x + P x - P x = P x + x - P x = P x + (I - P) x = P x + P^{\perp} x \end{equation} Thus, applying R26: Pythagorean theorem the the collection $P x, P^{\perp} x$ yields \begin{equation} \Vert x \Vert^2 = \left\Vert P x + P^{\perp} x \right\Vert^2 = \left\Vert P x \right\Vert^2 + \left\Vert P^{\perp} x \right\Vert^2 \end{equation} $\square$