Distance

Properties of a Distance function

• Symmetric metric $d(x,y) = d(y,x)$ (
  Commutative Property)

• Positive Separability $d(x,y) = 0 \iff x=y$

• Triangular Inequality $d(x,y) \le d(x,z) +d(z,y)$