§ 3. Measures and additive set functions
In this section, we shall denote by and , respectively, the set of compact subsets of a Hausdorff topological space T and the Borel tribe of T.
1. Measures and additive set functions of compact sets
Theorem 1
— Let T be a topological space, and I a mapping of into . In order that there exist a measure on T such that for all , it is necessary and sufficient that I satisfy the following conditions:
1) If K and L are compact subsets of T such that , then ('I is increasing').
2) If K and L are compact subsets of T, then .
3) If K and L are disjoint compact subsets of T, then ('I is additive').
4) For every decreasing directed family of compact subsets of T, one has .
5) For every , there exists a neighborhood V of x such that
The measure is then unique.
The uniqueness of follows from the Cor. of Prop. 2 of § 1, No. 2. The above conditions are necessary, the first three in obvious fashion, the last from the fact that is a locally bounded encumbrance, and condition 4) by the Cor. of Prop. 5 of § 1, No. 6.
To show that these conditions are sufficient, we begin by treating the case that T is compact.
Lemma 1
Assume that T is compact, and set l = I(T). For every , set
and let be the set of such that . The set is then a clan that contains , and the function on is increasing and additive.
It is clear that is an increasing set function, extending , and that for every .
Let and be two compact sets in ; we are first going to show that
On considering the restrictions of to and of to , one reduces immediately to the case that . Since is normal, is the intersection of the decreasing directed family of its compact neighborhoods, and condition 4) implies the existence, for every , of a compact neighborhood of such that . Let be the closure of ; is compact, and , therefore (condition 2)), whence the relation . Since is arbitrary, . This proves the formula (2), as well as the inclusion .
Let us now prove that is a clan. Since is obviously stable under passage to the complement, it suffices to show that if and denote elements of , then , or again that
Denote by a number , and, for , let be a compact set contained in , and a compact set contained in , such that
Set ; the relations and
imply that . Then if is a compact subset of , the relation (2) (applied to ) implies , whence
Let us add the inequalities obtained by making and , and take into account the inequality and the fact that , and are three disjoint compact sets contained in . Denoting by the union of these three compact sets, it follows that
whence immediately the desired formula (3), in view of the arbitrariness of . This having been established, the preceding inequalities imply that ; if and are disjoint, then is the union of and , from which one deduces that . The reverse inequality being obvious, is indeed additive on , and the lemma is established.
Let us complete the proof of the theorem for the case that is compact. Let be the vector space of -step functions on , equipped with the topology of uniform convergence (Ch. IV, §4, No. 9, Def. 4); we shall again denote by the positive linear form on associated with the additive function (loc. cit., Prop. 18). Since , is continuous and has norm . Let then be the closure of for the topology of uniform convergence; one verifies at once that may be extended by continuity to a positive linear form on , again denoted . Since contains (loc. cit., No. 10, Prop. 19) the restriction of to is a positive measure . It remains to show that for every compact subset of . Now, we have , where denotes the set of elements of that are (§ 1, No. 6, Prop. 5). Since for , it clearly suffices to show that . As in the proof of Lemma 1, let be a compact neighborhood of such that , and let be a continuous function on , between 0 and 1, equal to 1 on and to 0 outside (GT, IX, §4, No. 1, Prop. 1). Then
being arbitrary, the desired inequality is proved, and the theorem is thus established when is compact.
Let us now pass to the general case. For every compact set in , let be the restriction of to . By the special case just treated, there exists a measure on , unique, such that for every compact set . Let then be a compact set contained in ; we have for every compact set , therefore ; the mapping is a premeasure. The condition 5) expresses that is a measure, and the relation for all compact is obvious.
Remark 1
The condition 4) may be replaced, in the statement of Theorem 1, by the following condition ('right-continuity'): For every and every , there exists an open set containing , such that for every compact set . For, if is a measure, the function satisfies (§ 1, No. 9, Prop. 13). Conversely, suppose that satisfies 1) and ; let us show that then satisfies 4). With notations as in the statement of Theorem 1, choose an and an open set containing the compact set and such that ) is satisfied. There then exists an index such that , and this implies
Remark 2
The set of conditions 2) and 3) may be replaced, in the statement of Theorem 1, by the following condition: If and are compact subsets of , then
2. Inner regular set functions
Definition 1
Let be a topological space, and let be the Borel tribe of ; let be a mapping of into . a) is said to be countably additive if, for every sequence of pairwise disjoint elements of ,
c) I is said to be bounded (resp. locally bounded) if (resp. if every point admits an open neighborhood such that ).
Remark 1
The condition a) clearly implies that I is an increasing mapping of (ordered by inclusion) into .
Remark 2
Suppose that I is countably additive; let be an increasing sequence of Borel sets, and let . The sets , being pairwise disjoint, and their union being A, we have . Similarly, if is a decreasing sequence of Borel sets, and if , then : it suffices to apply the preceding to the sets .
Remark 3
Let be any sequence of Borel sets of T. If I is countably additive, then . By the preceding remark, it suffices to establish this inequality for a finite sequence. One immediately reduces to the case of two sets and ; but the relation (4) implies that
The desired inequality then follows immediately.
Remark 4
If I is a countably additive and locally bounded function, the preceding remark implies at once that for every compact set .
Remark 5
One can show that if I is additive, that is, satisfies (4) for finite sequences, and if I is inner regular, then I is countably additive (Exer. 7). The reader can also ascertain that only additivity and inner regularity are used in the proof of Th. 2 below.
Theorem 2
— Let T be a topological space, and let I be a function defined on , with values in . In order that there exist a measure on T such that for every , it is necessary and sufficient that I be countably additive, locally bounded and inner regular. The measure is then unique.
These three conditions are necessary: for, the mapping on is countably additive (§ 1, No. 5, Cor. of Prop. 4), locally bounded by the definition of measures (§ 1, No. 2, Def. 5), and inner regular by Remark 3 of § 1, No. 2.
We pass to existence. It is clear that the restriction of I to satisfies conditions 1), 2), 3) and 5) of the statement of Th. 1; let us show that 4) is satisfied as well. Let K be a compact subset of T, the intersection of a decreasing directed family of compact sets, and let be a number ; I being locally bounded, there exists an open (hence Borel) neighborhood V of K such that , and then there exists an index such that ; changing notation if necessary, we can suppose that for all . By the inner regularity of I, there exists a compact set such that ; since L does not intersect K, there exists an index such that , and one then has . Since , it follows that and the condition 4) is verified.
By Th. 1, there exists a measure such that for all . The inner regularity of the set functions and on then implies that for all , and existence is proved. The uniqueness of follows from the uniqueness assertion of Th. 1.
3. Radon spaces
Definition 2
Let T be a topological space. One says that T is a Radon (resp. strongly Radon) space if T is Hausdorff and if every function defined on the Borel tribe of T, with values in , that is countably additive and bounded (resp. locally bounded) is inner regular.
For example, we shall see later on (Prop. 3) that every Polish space is strongly Radon. In particular, every locally compact space with a countable base is strongly Radon.
There exist Radon spaces that are not strongly Radon.
Proposition 1
Every Lindelöf** Radon space is strongly Radon.
Let T be a Lindelöf space that is Radon, and let I be a set function on the tribe that is positive, countably additive and locally bounded. The open sets V such that form a covering of T, from which one can extract a countable covering . Set for every ; set and for ; finally, denote by the set function on , which is obviously countably additive and bounded. Since the sets form a partition of T, we have . The space T being Radon, for every there exists a bounded measure on T such that for all ; therefore also . Since I is locally bounded, the family is summable (§ 1, No. 7, Prop. 7); if denotes , we have for all , and it follows that I is inner regular. In other words, T is strongly Radon.
Recall that a subset A of a topological space T is said to be universally measurable if A is -measurable for every measure on T. This is equivalent to saying that A is -measurable for every measure on T with compact support (§ 1, No. 8, Prop. 9).
(1) Recall (GT, I, §9, Exer. 14; TG, IX, Appendix I) that a Lindelöf space is a topological space T such that every open covering of T contains a countable covering.
Proposition 2
— Let X be a topological space and T a subspace of X.
a) Suppose that T is a Radon space. Then, for every function I defined on that is positive, countably additive and bounded, one has
Moreover, T is universally measurable in X.
b) Conversely, suppose that X is a Radon space and that T is universally measurable in X; then T is a Radon space.
Let us prove a). We denote by the right side of (6); for every , there exists a set containing T, such that . Setting , we then have , . If , let us choose a Borel set B of X such that (GT, IX, §6, No. 3) and set . This number does not depend on the choice of B, for if is a second Borel set in X such that , then and differ only by a Borel set M contained in , and by the construction of C. Clearly for every compact set . Let be a sequence of Borel sets of T, pairwise disjoint, and, for each , let be a Borel set of X such that . Replacing by if necessary, we can suppose that the sets are pairwise disjoint. Set and ; then
J is thus a countably additive and bounded function on . Since T is by hypothesis a Radon space, there exists a bounded measure on T such that for every ; consequently
by the definition of . Formula (6) is thus established.
Let us now show that T is universally measurable. Let be a bounded measure on X; the preceding argument may be applied to the set function on , thus there exists a sequence of compact subsets of T such that (with the above notations)
Set ; is Borel in , , , therefore these three sets differ only by -negligible sets, and so is -measurable. This completes the proof of a).
Let us pass to b). Suppose that is a Radon space, and that is universally measurable in . Let be a positive function on that is countably additive and bounded; the function on is then positive, countably additive and bounded, therefore there exists a bounded measure on such that for all . Now, is -measurable; the preceding relation shows that for every compact subset of that is disjoint from , therefore is concentrated on . Consequently, for every Borel set of , we have , where is the measure induced by on . Finally, it follows that for every set (GT, IX, §6, No. 3, Remark 2), and is indeed inner regular.
Corollary
— *If is a Radon space, then every Borel subset of is Radon.
For, is universally measurable in .
Proposition 3
— *Every Souslin space (in particular, every Polish or Lusin space) is strongly Radon.
Let be a Souslin space; since is a Lindelöf space (TG, IX, Appendix I, Cor. of Prop. 1),(2) it suffices to show that is Radon (Prop. 1). Let be a function defined on , positive, countably additive and bounded. We extend to by setting, for every subset of ,
Let us show that this extension is a capacity on (GT, IX, §6, No. 9). It is clear that the relation implies . Let be an increasing sequence of subsets of , and let . The set of Borel sets that contain being stable for countable intersections, there exists for each a Borel set such that and (cf. the proof of Prop. 2). Set ; is Borel, and , therefore . On the other hand, the sequence is increasing. Let : the relation implies that
(2) Every Souslin space has a countable base for open sets (GT, IX, §6, No. 2, Prop. 4), hence is Lindelöf (GT, I, §9, Exer. 14).
whence the equality is immediate. Consequently, I is a capacity.
If is a decreasing sequence of closed sets in T, obviously . It follows that every Souslin subset F of T is capacitable for I (TG, IX, §6, No. 10, Prop. 15). In particular, every Borel set A of T is capacitable (loc. cit., §6, No. 3, Prop. 10).(3) In other words,
where K runs over the set of compact sets contained in A; we have proved that I is inner regular.
Remark
— Let X be a Lusin space (in particular, any Polish space), and f a bijective continuous mapping of X onto a (Lusin) regular space Y. One knows (TG, IX, §6, No. 7, Prop. 14) that the mapping is a bijection of the Borel tribe of Y onto the Borel tribe of X. The spaces X and Y are Lusin, hence strongly Radon (Prop. 3). It follows immediately that the mapping is a bijection of the set of bounded measures on X onto the set of bounded measures on Y.(4)
Exercises
See the exercises for § 3.