The **length** $\|v\|$ of a vector $v$ is the square root of $v \cdot v$ : length $=\|v\|=\sqrt{v \cdot v}=\left(v_{1}^{2}+v_{2}^{2}+\cdots+v_{n}^{2}\right)^{1 / 2}$