Math4201 Topology I (Lecture 12)
Metric spaces
Basic properties and definitions
Definition of metric space
A metric space is a set with a function that satisfies the following properties:
- and if and only if . (positivity)
- . (symmetry)
- . (triangle inequality)
Example of metric space
Let and .
Check definition of metric space:
- Positivity: and if and only if .
- Symmetry: .
- Triangle inequality: since for all .
Let be arbitrary. The trivial metric is
Check definition of metric space:
- Positivity: and if and only if .
- Symmetry: .
- Triangle inequality use case by case analysis.
Balls of a metric space forms a basis for a topology
Let be a metric space. and . We define the ball of radius centered at as .
Goal: Show that the balls of a metric space forms a basis for a topology.
Example of balls of a metric space
Let and
The balls of this metric space are:
This basis generate the discrete topology of .
Let and .
The balls of this metric space are:
This basis is the set of all open sets in , which generates the standard topology of .
Proof
Let’s check the two properties of basis:
- , such that . (Trivial by definition of non-zero radius ball)
- , , such that .
Observe that for any , then there exists such that .
Let , then (by triangle inequality)
Similarly, there exists such that .
Take , then .
Definition of Metric topology
For any metric space , the topology generated by the balls of the metric space is called metric topology.
Definition of metrizable
A topological space is metrizable if it is the metric topology for some metric on .
Q: When is a topological space metrizable?
Lemma: Every metric topology is Hausdorff
If a topology isn’t Hausdorff, then it isn’t metrizable.
Example of non-metrizable space
Trivial topology with at least two points is not Hausdorff, so it isn’t metrizable.
Finite complement topology on infinite set is not Hausdorff.
Suppose there exists such that and and such that and are finite.
Since , we have , which is finite. So is infinite. (contradiction that is finite)
So with finite complement topology is not Hausdorff, so it isn’t metrizable.
Proof
Let and . To show that is Hausdorff, it is suffices to show that there exists such that .
Take , then . (by triangle inequality)
We prove this by contradiction.
Suppose , then and .
Then . (contradiction )
Therefore, is Hausdorff.
Other metrics on
Let be the set of all -tuples of real numbers with standard topology.
Let be defined by (the Euclidean distance)
In the ball is a circle.
Let . (Square metric)
In the ball is a square.
Let . (Manhattan metric)
In the ball is a diamond.
Lemma: Square metric, Manhattan metric, and Euclidean metric are well defined metrics on
Proof ignored. Hard part is to show the triangle inequality. May use Cauchy-Schwarz inequality.