Module 1: Basics and Background
Lecture 5: Vector and Metric Spaces
Definition of metric space
A set of elements
with a distance function
defined between any two elements of the set
4 properties of d:
Non-negativity:
Identity:
Symmetry:
Triangular inequality:
with a distance function 
defined between any two elements of the set
