The definition \(\mathbf{u} \cdot \mathbf{v}=|\mathbf{u}||\mathbf{v}| \cos
\theta\) implies that \(|\mathbf{u} \cdot \mathbf{v}|
\leq|\mathbf{u}||\mathbf{v}|(\text {because}|\cos \theta| \leq 1) .\) This
inequality, known as the Cauchy-Schwarz Inequality, holds in any number of
dimensions and has many consequences.
Show that for real numbers \(u_{1}, u_{2},\) and \(u_{3},\) it is true that
\(\left(u_{1}+u_{2}+u_{3}\right)^{2} \leq
3\left(u_{1}^{2}+u_{2}^{2}+u_{3}^{2}\right)\).
(Hint: Use the Cauchy-Schwarz Inequality in three dimensions with
\(\mathbf{u}=\left\langle u_{1}, u_{2}, u_{3}\right\rangle\) and choose
\(\mathbf{v}\) in the right way.)