The uniform metric on product spaces
1 Metric topology
If is a metric space, , and , then the open ball with center and radius is
The set of all open balls is a basis for the metric topology induced by .
If is a metric space, define
where . It is straightforward to check that is a metric on , and one proves that and induce the same metric topologies.11 1 James Munkres, Topology, second ed., p. 121, Theorem 20.1. The diameter of a subset of a metric space is
The subset is said to be bounded if its diameter is finite. The metric space might be unbounded, but the diameter of the metric space is
and thus the metric space is bounded.
2 Product topology
If is a set and are topological spaces for each , let and let be the projection maps. A basis for the product topology on are those sets of the form , where is a finite subset of and is an open subset of , . Equivalently, the product topology is the initial topology for the projection maps , , i.e. the coarsest topology on such that each projection map is continuous. Each of the projection maps is open.22 2 John L. Kelley, General Topology, p. 90, Theorem 2. The following theorem characterizes convergent nets in the product topology.33 3 John L. Kelley, General Topology, p. 91, Theorem 4.
Theorem 1.
Let be a set and for each let be a topological space. If has the product topology and is a net in , then if and only if for each .
Proof.
Let be a net that converges to . Because each projection map is continuous, if then . On the other hand, suppose that is a net, that , and that for each . Let be the set of open neighborhoods of . For and , because we have that is eventually in . It follows that if and then is eventually in . Therefore, if is a finite subset of and for each , then is eventually in . This means that the net is eventually in every basic open neighborhood of , which implies that . ∎
The following theorem states that if is a countable set and is a metric space, then the product topology on is metrizable.44 4 James Munkres, Topology, second ed., p. 125, Theorem 20.5.
Theorem 2.
If is a countable set and is a metric space, then
is a metric on that induces the product topology.
A topological space is first-countable if every point has a countable local basis; a local basis at a point is a set of open sets each of which contains such that each open set containing contains an element of . It is a fact that a metrizable topological space is first-countable. In the following theorem we prove that the product topology on an uncountable product of Hausdorff spaces each of which has at least two points is not first-countable.55 5 cf. John L. Kelley, General Topology, p. 92, Theorem 6. From this it follows that if is a metric space with at least two points and is an uncountable set, then the product topology on is not metrizable.
Theorem 3.
If is an uncountable set and for each we have that is a Hausdorff space with at least two points, then the product topology on is not first-countable.
Proof.
Write , and suppose that and that , are open subsets of containing . Since is an open subset of containing , there is a basic open set satisfying : by saying that is a basic open set we mean that there is a finite subset of and open subsets of , , such that
Let , and because is uncountable there is some ; this is the only place in the proof at which we use that is uncountable. As has at least two points and , there is some with . Since is a Hausdorff space, there are disjoint open subsets of with and . Define
and let . We have . But for each , there is some with , hence and so . Thus none of the sets is contained in , and hence none of the sets is contained in . Therefore is not a local basis at , and as this was an arbitrary countable set of open sets containing , there is no countable local basis at , showing that is not first-countable. (In fact, we have proved there is no countable local basis at any point in ; not to be first-countable merely requires that there be at least one point at which there is no countable local basis.) ∎
3 Uniform metric
If is a set and is a metric space, we define the uniform metric on by
It is apparent that if and only if and that . If then,
showing that satisfies the triangle inequality and thus that it is indeed a metric on . The uniform topology on is the metric topology induced by the uniform metric.
If is a metric space, then is a topological space with the metric topology, and thus is a topological space with the product topology. The following theorem shows that the uniform topology on is finer than the product topology on .66 6 James Munkres, Topology, second ed., p. 124, Theorem 20.4.
Theorem 4.
If is a set and is a metric space, then the uniform topology on is finer than the product topology on .
Proof.
If , let be a basic open set in the product topology with . Thus, there is a finite subset of such that if then . If , then because is an open subset of with the metric topology and , there is some such that . Let . If then for all and hence for all , which implies that for all . If then and of course . Therefore, if then , i.e. . It follows that the uniform topology on is finer than the product topology on . ∎
The following theorem shows that if we take the product of a complete metric space with itself, then the uniform metric on this product space is complete.77 7 James Munkres, Topology, second ed., p. 267, Theorem 43.5.
Theorem 5.
If is a set and is a complete metric space, then with the uniform metric is a complete metric space.
Proof.
It is straightforward to check that being a complete metric space implies that is a complete metric space. Let be a Cauchy sequence in : if then there is some such that implies that
Thus, if , then there is some such that and implies that . Thus, if then is a Cauchy sequence in , which therefore converges to some , and thus . If and , then
As the left-hand side does not depend on and , we get that if and then
Therefore, if then
This means that converges to in the uniform metric, showing that is a complete metric space. ∎
4 Bounded functions and continuous functions
If is a set and is a metric space, a function is said to be bounded if its image is a bounded subset of , i.e. has a finite diameter. Let be the set of bounded functions ; is a subset of . Since the diameter of is , any function is bounded, but there might be unbounded functions . We prove in the following theorem that is a closed subset of with the uniform topology.88 8 James Munkres, Topology, second ed., p. 267, Theorem 43.6.
Theorem 6.
If is a set and is a metric space, then is a closed subset of with the uniform topology.
Proof.
If and converges to in the uniform topology, then there is some such that . Thus, for all we have , which implies that
If , then
means that , and it follows that , showing that . Therefore if a sequence of elements in converges to an element of , that limit is contained in . This implies that is a closed subset of in the uniform topology, as in a metrizable space the closure of a set is the set of limits of sequences of points in the set. ∎
If is a set and is a complete metric space, we have shown in Theorem 5 that is a complete metric space with the uniform metric. If and are topological spaces, we denote by the set of continuous functions . is a subset of , and we show in the following theorem that if is a metric space then is a closed subset of in the uniform topology.99 9 James Munkres, Topology, second ed., p. 267, Theorem 43.6. Thus, if is a complete metric space then is a closed subset of the complete metric space , and is therefore itself a complete metric space with the uniform metric.
Theorem 7.
If is a topological space and let is a metric space, then is a closed subset of with the uniform topology.
Proof.
Suppose that and in the uniform topology. Thus, if then there is some such that implies that , and so if and then
This means that the sequence converges uniformly in to in the uniform metric, and as each is continuous this implies that is continuous.1010 10 See James Munkres, Topology, second ed., p. 132, Theorem 21.6. We have shown that if and in the uniform topology then , and therefore is a closed subset of in the uniform topology. ∎
5 Topology of compact convergence
Let be a topological space and be a metric space. If , is a compact subset of , and , we denote by the set of those such that
A basis for the topology of compact convergence on are those sets of the form , , a compact subset of , and . It can be proved that the uniform topology on is finer than the topology of compact convergence on , and that the topology of compact convergence on is finer than the product topology on .1111 11 James Munkres, Topology, second ed., p. 285, Theorem 46.7. Indeed, we have already shown in Theorem 4 that the uniform topology on is finer than the product topology on . The significance of the topology of compact convergence on is that a sequence of functions converges in the topology of compact convergence to a function if and only if for each compact subset of the sequence of functions converges uniformly in to the function .