The vector $x = (1, 1) \in \reals^2$
Terms
| Term | This example | Why |
|---|---|---|
| Euclidean norm | $\norm{x}_2 = \sqrt{1^2 + 1^2} = \sqrt{2}$ | The three norms of $(1, 1)$ are as far apart as possible for a vector in $\reals^2$: the 1-norm is $\sqrt{2}$ times the Euclidean norm, which is $\sqrt{2}$ times the infinity norm. |
| 1-norm | $\norm{x}_1 = \abs{1} + \abs{1} = 2$ | |
| infinity norm | $\norm{x}_{\infty} = \max(\abs{1}, \abs{1}) = 1$ |