1. The uniformity of -convergence
Notation. If and are any two sets, we recall that the set of all mappings of into is denoted by , and may be identified with the product set (Set Theory, Chapter II, § 5, no. 2). For each subset of and each , we shall denote by the set of elements as runs through . If is a filter base on , we denote by the filter base on formed by the sets as runs through . Finally, we recall that, for each and each subset of , denotes the restriction of to , which is a mapping of into ; if is a subset of , will denote the set of restrictions of functions .
1. The uniformity of uniform convergence
Let be a set and let be a uniform space. For each entourage of , let denote the set of all pairs of mappings of into such that for all . As runs through the set of entourages of , the sets form a fundamental system of entourages of a uniformity on . For they clearly satisfy Axiom (Chapter II, § 1, no. 1); if are two entourages of such that , we have , and therefore the sets satisfy
(Chapter I, § 6, no. 3); we have so that is satisfied; finally, the relations " for all " and " for all " imply the relation " for all "; in other words, we have , which proves .
Definition 1
The uniformity on the set which has as a fundamental system of entourages the set of subsets , where runs through the set of entourages of , is called the uniformity of uniform convergence. The topology it induces is called the topology of uniform convergence. If a filter on converges to an element with respect to this topology, is said to converge uniformly to .
Note that the topology of uniform convergence on depends on the uniform structure of and not merely on the topology of (Exercise 4).
The uniform space obtained by endowing with the uniformity of uniform convergence is denoted by .
2. -convergence
Definition 2
Let be a set, a uniform space, a set of subsets of . The uniformity of uniform convergence in the sets of , or simply the uniformity of -convergence, is the coarsest uniformity on which makes uniformly continuous the restriction mappings of into the uniform spaces , where runs through . The uniform space obtained by endowing with the uniformity of -convergence is denoted by .
The topology induced by the uniformity of -convergence is called the topology of -convergence; it is the coarsest for which all the mappings of into () are continuous (Chapter II, § 2, no. 3, Proposition 4, Corollary).
A filter on converges to with respect to the topology of -convergence if and only if converges uniformly to with respect to for all (Chapter I, § 7, no. 6, Proposition 10), and is therefore said to converge uniformly to on the sets of .
A filter base on is a Cauchy filter base if and only if, for each , the image of under the mapping is a Cauchy filter base on (Chapter II, § 3, no. 1, Proposition 4).
Let be a mapping of a topological (resp. uniform) space into . Then is continuous (resp. uniformly continuous) if and only if, for each , the mapping of into is continuous (resp. uniformly continuous) (Chapter I, § 2, no. 3, Proposition 4; Chapter II, § 2, no. 3, Proposition 4).
Finally, let be a subset of ; then is precompact if and only if, for each , the set of restrictions for is a precompact subset of (Chapter II, § 4, no. 2, Proposition 3).
Remark 1
The general definition of the entourages of an initial uniformity (Chapter II, § 2, no. 3, Proposition 4) shows that a fundamental system of entourages of may be obtained as follows: for each and each entourage of a fundamental system of entourages of , let be the set of all pairs of mappings of into such that for each ; as runs through and runs through , the finite intersections of the sets form a fundamental system of entourages of .
This description shows immediately that if are two sets of subsets of such that , then the uniformity of -convergence is finer than that of -convergence.
Remark 2
However, the uniformity of -convergence is unaltered by replacing by the set of all subsets of which are contained in finite unions of sets of . In the study of -convergence we may therefore always restrict ourselves to the case where the set satisfies the following two conditions:
(F') Every subset of a set of belongs to .
(F') Every finite union of sets of belongs to .
If (F') is satisfied, we obtain a fundamental system of entourages of by taking all the sets , where runs through and runs through a fundamental system of entourages of .
Remark 3
The uniformity of -convergence is the inverse image, under the mapping of into , of the uniformity of this product space (Chapter II, § 2, no. 6, Proposition 8). If is a covering of , this mapping is injective and is therefore isomorphic to the uniform subspace of which is the image of this mapping.
Proposition 1
If* is Hausdorff and is a covering of , then the space is Hausdorff.
Let be two elements of such that for every entourage of and every . Since is Hausdorff it follows that and coincide on every set , and since covers we must have .
Remark 4
Let be a subset of . By abuse of language, the uniformity (resp. topology) induced on by the uniformity (resp. topology) of -convergence on is called the uniformity (resp. topology) of -convergence on the set .
Remark 5
Let be a set filtered by a filter , and let be a mapping of into which has a limit with respect to ; we say then that, with respect to the filter , the mappings of into converge uniformly to [or that the family is uniformly convergent to ] in every set of . If and is the Fréchet filter, we omit mention of in this statement.
More particularly, suppose that there is a commutative and associative law of composition (written additively) defined on . If is any sequence of mappings of into , let be the mapping defined by
we say that the series whose general term is is uniformly convergent in every set of if the sequence is uniformly convergent in every set of . Likewise we define a uniformly summable family of mappings of into by considering the mappings for all finite subsets of and the limit of these mappings in with respect to the directed set of finite subsets of (Chapter III, § 5, no. 1).
Remark 6
It follows immediately from Definitions 1 and 2 that, for every , the mapping of into is uniformly continuous. Hence, in particular, if denotes the closure of a subset of , we have for all (Chapter I, § 2, no. 1, Theorem 1).
3. Examples of -convergence
I. Uniform convergence in a subset of . Let be a subset of and take . The uniformity (resp. topology) of -convergence is then called the uniformity (resp. topology) of uniform convergence in ; if a filter on converges to , it is said to converge to uniformly in . When we recover the structure of uniform convergence defined in no. 1.
II. Pointwise convergence in a subset of . Let be a subset of , and take to be the set of all subsets of which consist of a single point belonging to (by Remark 2 of no. 2 it comes to the same thing if we take to be the set of all finite subsets of ). The uniformity (resp. topology) of -convergence is then called the uniformity (resp. topology) of pointwise convergence in ; if a filter on converges to , it is said to converge to pointwise in . This will be the case if and only if, for each , is a limit of with respect to the filter .
In particular, when , the uniformity (resp. topology) of pointwise convergence in is called simply the uniformity (resp. topology) of pointwise convergence; the uniform space obtained by endowing with this structure is denoted by . Note that the topology of pointwise convergence is just the product topology on and therefore depends only on the topology of , and not on its uniform structure.
III. Compact convergence. Suppose that is a topological space, and take to be the set of all compact subsets of . The uniformity (resp. the topology) of -convergence is then called the uniformity (resp. the topology) of compact convergence, and the uniform space obtained by endowing with this uniformity is denoted by . The structure of compact convergence is coarser than that of uniform convergence, and the two coincide if is compact; also it is finer than the structure of pointwise convergence, and these two coincide if is discrete.
If is a uniform space we can define on the uniformity of precompact convergence by taking to be the set of all precompact subsets of . Again, if is a metric space we may take to be the set of all bounded subsets of ; the uniformity of -convergence is then called the uniformity of bounded convergence.
4. Properties of the spaces
Proposition 2
Let be two sets, let be a uniform space and let be a set of subsets of () and the set of subsets of of the form , where . Then the canonical bijection
Let be an entourage of and let ; then it follows immediately from the definitions that is identified with by the canonical bijection, and the result is immediate.
Proposition 3
a) Let be a set; let be a set of subsets of ; let be two uniform spaces; and let be a uniformly continuous mapping. Then the mapping of into is uniformly continuous.
b) Let be two sets; let (resp. ) be a set of subsets of (resp. ); let be a uniform space; and let be a mapping such that, for each , is contained in a finite union of sets of . Then the mapping of into is uniformly continuous.
Proposition 4
Let be two sets, let be a family of sets and let be a family of uniform spaces. For each , let be a set of subsets of , let be a mapping of into , and let be the set of subsets of which is the union of the sets . For each , let be a mapping of into , and endow with the coarsest uniformity for which the are uniformly continuous. Then the uniformity of -convergence on is the coarsest uniformity which makes uniformly continuous the mappings of into .
These propositions are immediate consequences of the description of a fundamental system of entourages for the uniformity of -convergence given in no. 2, Remark 1; the details of the proofs are left to the reader. Proposition 4 implies, in particular:
Corollary
Let be a set, let be a family of uniform spaces and let be a set of subsets of . If we endow with the product uniformity, the canonical bijection of the uniform space onto the product uniform space (Set Theory, R, § 4, no. 13) is an isomorphism.
5. Complete subsets of
Proposition 5
Let be a set, a uniform space and a set of subsets of . Then a filter on converges to if and only if is a Cauchy filter with respect to the uniformity of -convergence and converges pointwise to in .
Since the structure of pointwise convergence in is coarser than that of -convergence, it is enough to show that for each and each closed entourage of , is closed in with respect to the topology of pointwise convergence (Chapter II, § 3, no. 3, Proposition 7). Now is the intersection of the inverse images of under the mappings as runs through ; these mappings are continuous with respect to the topology of pointwise convergence (no. 2, Remark 6), and the result follows.
Corollary 1
A subspace of is complete if and only if, for each Cauchy filter on , there exists such that converges pointwise to in .
This follows immediately from Proposition 5.
Corollary 2
Let be two sets of subsets of , whose union is the same and which are such that , and let be a subset of . Then if is complete with respect to -convergence, it is complete with respect to -convergence.
For every Cauchy filter with respect to -convergence is also a Cauchy filter with respect to -convergence, and we may apply Corollary 1.
Corollary 3
Let be a subset of such that, for each*
Let be a Cauchy filter on , and define a mapping as follows. If , is a Cauchy filter on (no. 2, Remark 6), hence by hypothesis it has at least one limit point; take to be one of these limits. If , take to be any point of . With this definition of , it is clear that converges pointwise to in , and is therefore a limit of in by Proposition 5.
In particular, if is complete, the hypothesis of Corollary 3 of Proposition 5 is satisfied for every ; hence:
Theorem 1
Let be a set, let be a set of subsets of , and let be a complete uniform space. Then the uniform space is complete.
6. M451 -convergence in spaces of continuous mappings
Let be two topological spaces, and let denote the set of all continuous mappings of into . If is a set of subsets of and if is a uniform space, we denote by the set endowed with the uniformity of -convergence. In particular and denote the set endowed respectively with the uniformity of pointwise convergence, compact convergence and uniform convergence.
Proposition 6
Let be a topological space, a uniform space and a set of subsets of . For each and each closed entourage of , the traces on of and are the same.
For if are continuous mappings of into , the mapping of into is continuous, and the hypothesis that for all therefore implies that for all (Chapter I, § 2, no. 1, Theorem 1).
If denotes the set of closures in of the sets of , Proposition 6 shows that, on , the structures of -convergence and -convergence are identical.
G-convergence in spaces of continuous mappings
Corollary
Let B be a dense subset of X. On , the structure of uniform convergence is identical with the structure of uniform convergence in B.
Proposition 7
Let X be a topological space, let be a set of subsets of X and let Y be a uniform space. If Y is Hausdorff and if the union B of the sets of is dense in X, then is Hausdorff.
For if belongs to all the sets , where and V is an entourage of Y, the hypothesis that Y is Hausdorff tells us that for all ; if and are continuous, then by the principle of extension of identities (Chapter I, § 8, no. 1, Proposition 2, Corollary 1).
In particular, on , the topology of pointwise convergence in a dense subset of X is Hausdorff.
Proposition 8
Let X be a set, a filter on X, and let Y be a uniform space. Then the set H of mappings such that is a Cauchy filter base on Y is closed in .
Let lie in the closure of H in . For each symmetric entourage V of Y, there is a mapping such that for all ; on the other hand, by hypothesis there is a set such that whenever and are in M. Since and , it follows that whenever and are in M, and therefore is a Cauchy filter base on Y.
Corollary 1
Let X be a topological space and Y a uniform space. The set of mappings of X into Y which are continuous at a point is closed in .
If V is the neighbourhood filter of in X, is a cluster point of ; hence is continuous at if and only if is a Cauchy filter base on Y (Chapter II, § 3, no. 2, Proposition 5, Corollary 2).
Corollary 2
Let X, L be two sets filtered by filters respectively, and let Y be a complete uniform space. For each , let be a mapping of X into Y. Suppose that (i) the family converges uniformly in X (with respect to the filter ) to a mapping ; (ii) for each , has a limit with respect to the filter . Under these conditions, v has a limit with respect to , and every limit of v with respect to is a limit of the family with respect to .
For v lies in the closure of the set of the in , and therefore is a Cauchy filter base on Y by virtue of Proposition 8; this shows that v has a limit y with respect to because Y is complete. Let
X' = X \cup \{ \omega \} be the topological space associated with the filter (Chapter I, § 6, no. 5), and extend (resp. ) to a mapping (resp. ) of into by putting [resp. ]. Then the mappings are continuous on , and converges uniformly in to with respect to ; since is dense in , the Corollary to Proposition 6 shows that converges uniformly in to , and in particular that .
Theorem 2
Let be a topological space, a uniform space. Then the set of continuous mappings of into is a closed subset of the space endowed with the topology of uniform convergence.
For each , the set of mappings of into which are continuous at is closed in (Proposition 8, Corollary 1); hence the intersection of these sets is also closed.
This result may be expressed in the form that the uniform limit of continuous functions is continuous.
Corollary 1
If is a complete uniform space, then is complete.
For, by Theorem 2, is a closed uniform subspace of the uniform space , which is complete by Theorem 1 of no. 5.
Corollary 2
Let be a topological space, a set of subsets of , and a uniform space. Let denote the set of all mappings of into whose restriction to each set of is continuous. Then is a closed subspace of the uniform space and is complete if is complete.
Suppose that lies in the closure of in ; then (no. 2), for each , lies in the closure of in , and is therefore continuous by Theorem 2.
Corollary 3
Let be a topological space which is either metrizable or locally compact, and let be a uniform space. Then is closed in the uniform space ; if in addition is complete, the uniform space is complete.
By virtue of Corollary 2 it is enough to show that, if we take to be the set of compact subsets of , we have in both cases under consideration. This is clear if is locally compact. If is metrizable, and is a mapping whose restriction to every compact subset of is continuous, then for each and each sequence of points of which converges to , we have , and therefore is continuous at (Chapter IX, § 2, no. 6, Proposition 10).
Note that the argument above applies whenever every point of has a countable fundamental system of neighbourhoods.
Remark 1
In general, the set is not closed in with respect to the topology of pointwise convergence: in other words, a pointwise limit of continuous functions is not necessarily continuous [Exercise 5 a)].
Remark 2
A filter on can converge pointwise to a continuous function without converging uniformly to this function.
For example, on the interval , let be the real-valued function which is equal to 0 for and , equal to 1 for , and linear in each of the intervals and . The sequence converges pointwise to 0, but does not converge uniformly to 0 in (cf. Exercise 6).
Remark 3
If is a uniform space, a proof analogous to that of Proposition 8 shows that the set of uniformly continuous mappings of into is closed in .
Remark 4
Suppose that the uniform space carries a commutative and associative law of composition, written additively, such that the mapping is continuous on . Then, if is a sequence of continuous mappings of into such that the series whose general term is is uniformly convergent in , the sum of the series is continuous on .
We leave it to the reader to state the corresponding result for uniformly summable families (no. 1, Remark 5) of continuous mappings.
Proposition 9
Let be a topological space, a uniform space. Then the mapping of into is continuous.
Let be a continuous mapping, let be a point of and let be an entourage of . The set of continuous mappings such that for all is a neighbourhood of in . On the other hand, since is continuous, there is a neighbourhood of in such that for all . Consequently we have whenever , and the result is proved.
Exercises
See the exercises for § 1.