:PROPERTIES: :ID: 6f24f731-60e5-4904-88d7-c63869505981 :ROAM_ALIASES: metric :END: #+title: metric space #+author: Preston Pan #+html_head: #+html_head: #+html_head: #+options: broken-links:t * Introduction A metric space $(G, d)$ is a set with a metric $d(x,y): G \times G \rightarrow \mathbb{R}$ defined on members of the set. This metric is a generalization of distance, with the following properties: \begin{align} \label{} d(x, x) = 0 \\ x \ne y \implies d(x, y) > 0 \\ d(x, y) = d(y, x) \\ d(x, z) \le d(x, y) + d(x, z) \end{align} where property $(4)$ is the triangle inequality.