Euclidean norm

The norm induced by an inner product on a Euclidean space.
Euclidean norm

A Euclidean norm on a (V,,)(V,\langle\cdot,\cdot\rangle) is the defined by

x=x,xfor xV. \|x\|=\sqrt{\langle x,x\rangle}\quad\text{for }x\in V.

It is the norm induced by an , and it is the standard notion of length in finite-dimensional inner product geometry. On Rn\mathbb{R}^n this is the usual “2\ell^2-length.”

Examples:

  • If x=(3,4)R2x=(3,4)\in\mathbb{R}^2, then x=32+42=5\|x\|=\sqrt{3^2+4^2}=5.
  • If x=(1,1,1)R3x=(1,1,1)\in\mathbb{R}^3, then x=12+12+12=3\|x\|=\sqrt{1^2+1^2+1^2}=\sqrt{3}.