A metric space is a mathematical formalization of space. So a metric space is a set elements called points. Each point is said to have a distance between them. The notion of what distance means differentiates different metric spaces.
Some popular metric spaces are:
- Euclidean Space
- Complex numbers
- Real numbers
Mathematical Definition
A Metric space in an ordered pair where
- Set of elements (points).
- distance function (metric) is defined as
Here the distance functions takes two elements from $M$ and maps it to a single real number which is supposed to represent the distance between the two points.