Bourbaki

Theorem 1

Tag 09C3, permanent. Cite it as [Bourbaki, Tag 09C3].

Integration, VI, p. 41, § 3. Disintegration of measures

*Let T and B be two locally compact spaces having countable bases, μ\mu a positive measure on T, p a μ\mu-proper mapping (Ch. V, §6, No. 1, Def. 1) of T into B, and ν=p(μ)\nu = p(\mu) the image of μ\mu under p. Then there exists a ν\nu-adequate family (§1§ 1, No. 1, Example) b↦λbb \mapsto \lambda_b (b∈Bb \in B) of positive measures on T, having the following properties:

a) ∥λb∥=1\| \lambda_b \| = 1 for all b∈p(T)b \in p(T);

b) λb\lambda_b is concentrated on the set p‾−1(b)\overline{p}^{-1}(b) (Ch. V, §5, No. 7, Def. 4) for all b∈Bb \in B; in particular, λb=0\lambda_b = 0 for b∉p(T)b \notin p(T);

c) μ=∫λbdν(b)\mu = \int \lambda_b d\nu(b).

Moreover, if b↦λb′b \mapsto \lambda'_b (b∈Bb \in B) is a second ν\nu-adequate family of positive measures on T having the properties b) and c), then λb′=λb\lambda'_b = \lambda_b almost everywhere in B for the measure ν\nu.

1) Uniqueness. For every function f∈K(B)f \in \mathscr{K}(B), f∘pf \circ p is μ\mu-integrable since p is μ\mu-proper (Ch. V, §6, No. 2, Th. 1); for every function g∈K(T)g \in \mathscr{K}(T), the function t↦g(t)f(p(t))t \mapsto g(t)f(p(t)) is therefore μ\mu-integrable. It follows (Ch. V, §3, No. 3, Th. 1) that for almost every b∈Bb \in B, the function t↦g(t)f(p(t))t \mapsto g(t)f(p(t)) is λb\lambda_b-integrable and that

∫g(t)f(p(t))dμ(t)=∫dν(b)∫g(t)f(p(t))dλb(t). \int g(t)f(p(t)) d\mu(t) = \int d\nu(b) \int g(t)f(p(t)) d\lambda_b(t).

But since λb\lambda_b is concentrated on p‾−1(b)\overline{p}^{-1}(b), we have, for every b∈Bb \in B, f(p(t))=f(b)f(p(t)) = f(b) almost everywhere for λb\lambda_b, therefore the second member of (1) is equal to ∫f(b)⟨g,λb⟩dν(b)\int f(b)\langle g, \lambda_b \rangle d\nu(b). The analogous formula for λb′\lambda'_b also holds; consequently ∫f(b)⟨g,λb⟩dν(b)=∫f(b)⟨g,λb′⟩dν(b)\int f(b)\langle g, \lambda_b \rangle d\nu(b) = \int f(b)\langle g, \lambda'_b \rangle d\nu(b) for all f∈K(B)f \in \mathscr{K}(B) and g∈K(T)g \in \mathscr{K}(T). In other words, the two mappings b↦λbb \mapsto \lambda_b and b↦λb′b \mapsto \lambda'_b of B into M(T)\mathscr{M}(T) are equal scalarly locally almost everywhere for ν\nu, hence equal almost everywhere for ν\nu (Lemma 1 and §1, No. 1, Remark 2).

2) Provisional definition of the family b↦λbb \mapsto \lambda_b. For every function f∈L1(ν)f \in \mathscr{L}^1(\nu), f∘pf \circ p is μ\mu-integrable (Ch. V, §6, No. 2, Th. 1), therefore (f∘p)⋅μ(f \circ p) \cdot \mu is a bounded measure on T, and

∥(f∘p)⋅μ∥=∫∣f∘p∣ dμ=∫∣f∣ dν=N1(f) \|(f \circ p) \cdot \mu\| = \int |f \circ p| \, d\mu = \int |f| \, d\nu = N_1(f)

(Ch. IV, §4, No. 7, Prop. 12; Ch. V, §5, No. 3, Th. 1 and §6, No. 2, Th. 1). It follows that (f∘p)⋅μ(f \circ p) \cdot \mu depends only on the class f~\tilde{f} of ff in L1(ν)L^1(\nu) and that f~↦(f∘p)⋅μ\tilde{f} \mapsto (f \circ p) \cdot \mu is an isometric linear mapping of L1(ν)L^1(\nu) into the Banach space M1(T)\mathscr{M}^1(T) of bounded measures on T, the strong dual of the Banach space K(T)\mathscr{K}(T), which is separable (Lemma 2). By the Dunford–Pettis theorem (§2, No. 5, Cor. 2 of Th. 1) there exists a mapping b↦λbb \mapsto \lambda_b of B into the unit ball of M1(T)\mathscr{M}^1(T), scalarly ν\nu-measurable (for the topology σ(M1(T),K(T)‾)\sigma(\mathscr{M}^1(T), \overline{\mathscr{K}(T)})) and such that, for every function f∈L1(ν)f \in \mathscr{L}^1(\nu),

(f∘p)⋅μ=∫f(b)λb dν(b), (f \circ p) \cdot \mu = \int f(b) \lambda_b \, d\nu(b),

which may also be written, for every function g∈K(T)‾g \in \overline{\mathscr{K}(T)}

∫g(t)f(p(t)) dμ(t)=∫f(b) dν(b)∫g(t) dλb(t). \int g(t) f(p(t)) \, d\mu(t) = \int f(b) \, d\nu(b) \int g(t) \, d\lambda_b(t).

If f≥0f \geq 0 and g≥0g \geq 0, the first member of (3) is ≥0\geq 0, which proves that for every function g≥0g \geq 0 in K(T)\mathscr{K}(T), the measure (∫g(t) dλb(t))⋅ν(\int g(t) \, d\lambda_b(t)) \cdot \nu is ≥0\geq 0, hence that ∫g(t) dλb(t)≥0\int g(t) \, d\lambda_b(t) \geq 0 except for bb belonging to a ν\nu-negligible set N(g)N(g) (Ch. V, §5, No. 3, Cor. 3 of Prop. 3). Now, there exists a dense sequence (gn)(g_n) in the space K+(T)\mathscr{K}_+(T) of functions ≥0\geq 0 of K(T)\mathscr{K}(T) (Lemma 1). The union N of the N(gn)N(g_n) is ν\nu-negligible and, for b∉Nb \notin N, we have ∫gn(t) dλb(t)≥0\int g_n(t) \, d\lambda_b(t) \geq 0 for all nn, therefore ∫g(t) dλb(t)≥0\int g(t) \, d\lambda_b(t) \geq 0 for every function g∈K+(T)g \in \mathscr{K}_+(T), in other words λb≥0\lambda_b \geq 0.

This being so, we may replace λb\lambda_b by 0 for every b∈Nb \in N without altering the validity of (3); we can therefore assume this modification to have been made, so that λb≥0\lambda_b \geq 0 for every b∈Bb \in B.

3) Extensions of the formula (3).

α)\alpha) For every function f∈L1(ν)f \in \mathscr{L}^1(\nu), it follows from (3) that the mapping b↦λbb \mapsto \lambda_b of B into M(T)\mathscr{M}(T) is scalarly integrable for the measure ∣f⋅ν∣|f \cdot \nu| and the topology σ(M(T),K(T))\sigma(\mathscr{M}(T), \mathscr{K}(T)), therefore (Lemma 3) the family b↦λbb \mapsto \lambda_b is ∣f⋅ν∣|f \cdot \nu|-*adequate*. Now let gg be a numerical function defined on T, integrable for the measure ∣(f∘p)⋅μ∣|(f \circ p) \cdot \mu|, that is (Ch. V, §5, No. 3, Th. 1), such that t↦g(t)f((p(t)))t \mapsto g(t)f((p(t))) is μ\mu-integrable; it then follows from (2), from Th. 1 of Ch. V, §3, No. 3 and from Th. 1 of Ch. V, §5, No. 3 that, for almost every b∈Bb \in B, gg is integrable for λb\lambda_b, that the function (defined almost everywhere) b↦∫g(t) dλb(t)b \mapsto \int g(t)\, d\lambda_b(t) is integrable for ∣f⋅ν∣|f \cdot \nu|, and that the formula (3) is again valid.

β)\beta) For every function g∈K(T)‾g \in \overline{\mathscr{K}(T)}, it follows from (3), applied to f∈K(B)f \in \mathscr{K}(B), that the mapping pp is proper for the measure ∣g⋅μ∣|g \cdot \mu| (Ch. V, §6, No. 1, Def. 1) and the image under pp of the measure g⋅μg \cdot \mu is the measure with density b↦∫g(t) dλb(t)b \mapsto \int g(t)\, d\lambda_b(t) with respect to ν\nu. If ff is then taken to be a function such that f∘pf \circ p is integrable for the measure ∣g⋅μ∣|g \cdot \mu|, that is, such that t↦g(t)f(p(t))t \mapsto g(t)f(p(t)) is μ\mu-integrable (Ch. V, §5, No. 3, Th. 1), the formula (3) is again valid (Ch. V, §6, No. 2, Th. 1).

4) Properties of the family b↦λbb \mapsto \lambda_b. By the property β)\beta), we can apply formula (3) by taking f=1, g∈K(T)f = 1,\ g \in \mathscr{K}(T); this proves that b↦λbb \mapsto \lambda_b is scalarly ν\nu-integrable (for the topology σ(M(T),K(T))\sigma(\mathscr{M}(T), \mathscr{K}(T))), hence is ν\nu-*adequate* (Lemma 3), and that μ=∫λb dν(b)\mu = \int \lambda_b\, d\nu(b).

Now let ψ\psi be any function in K(B)\mathscr{K}(B); the conditions of property α)\alpha) are fulfilled by taking f∈K(B)f \in \mathscr{K}(B) and g=ψ∘pg = \psi \circ p, because the function ψ(p(t))f(p(t))\psi(p(t))f(p(t)) is μ\mu-integrable since fψf\psi belongs to K(B)\mathscr{K}(B) and pp is μ\mu-proper. Then ψ∘p\psi \circ p is λb\lambda_b-integrable for almost every b∈Bb \in B, and

∫f(p(t))ψ(p(t)) dμ(t)=∫f(b) dν(b)∫ψ(p(t)) dλb(t); \int f(p(t))\psi(p(t))\, d\mu(t) = \int f(b)\, d\nu(b) \int \psi(p(t))\, d\lambda_b(t);

but the first member is by definition ∫f(b)ψ(b) dν(b)\int f(b)\psi(b)\, d\nu(b). We therefore see that for every function ψ∈K(B)\psi \in \mathscr{K}(B), the measure ψ⋅ν\psi \cdot \nu and the measure with density b↦∫ψ(p(t)) dλb(t)b \mapsto \int \psi(p(t))\, d\lambda_b(t) are identical. Consequently (Ch. V, §5, No. 3, Cor. 2 of Prop. 3) there exists a ν\nu-negligible set N′(ψ)N'(\psi) such that, for every b∉N′(ψ)b \notin N'(\psi), the function ψ∘p\psi \circ p is λb\lambda_b-integrable and ψ(b)=∫ψ(p(t)) dλb(t)\psi(b) = \int \psi(p(t))\, d\lambda_b(t).

Let S be a countable subset of K(B)\mathscr{K}(B) having the properties stated in Lemma 1 (with Y=BY = B), and let N′N' be the ν\nu-negligible set that is the union of the N′(ψ)N'(\psi) for ψ∈S\psi \in S. Every function ψ≥0\psi \geq 0 of K(B)\mathscr{K}(B) is the uniform limit of a sequence (ψn)(\psi_n) of elements of S with ψn≤ψ0\psi_n \leq \psi_0. Consequently for b∉N′b \notin N', Lebesgue's theorem shows on the one hand that ψ∘p\psi \circ p is λb\lambda_b-integrable, in other words that pp is λb\lambda_b-proper, and on the other hand that ψ(b)=∫ψ(p(t)) dλb(t)\psi(b) = \int \psi(p(t))\, d\lambda_b(t). In other terms, the mappings b↦εbb \mapsto \varepsilon_b and b↦p(λb)b \mapsto p(\lambda_b) of B into M(B)\mathscr{M}(B) (the latter being defined almost everywhere) are scalarly almost everywhere equal for ν\nu (and for the topology σ(M(B),K(B))\sigma(\mathscr{M}(B), \mathscr{K}(B))); it follows that these mappings are equal almost everywhere for ν\nu (Lemma 1 and §1, No. 1, Remark 2). Finally, if p(λb)=εbp(\lambda_b) = \varepsilon_b, the set B−{b}B - \{b\} is εb\varepsilon_b-negligible, therefore the set T−pˉ−1(B)T - \bar{p}^{-1}(B) is λb\lambda_b-negligible (Ch. V, §6, No. 2, Cor. 2 of Prop. 2), in other words λb\lambda_b is concentrated on p‾−1(b)\overline{p}^{-1}(b); and, on the other hand, ∥λb∥=∫dλb=∫d((p(λb)))=∥εb∥=1\| \lambda_b \| = \int d\lambda_b = \int d((p(\lambda_b))) = \| \varepsilon_b \| = 1 (Ch. V, §6, No. 2, Th. 1).

5) Modifications of the family b↦λbb \mapsto \lambda_b. We have thus defined a ν\nu-adequate family b↦λbb \mapsto \lambda_b of measures ⩾0\geqslant 0 on T, satisfying condition c) of the statement and such that, for almost every b∈Bb \in B, pp is λb\lambda_b-proper, and λb\lambda_b is concentrated on p‾−1(b)\overline{p}^{-1}(b) and has norm 1. Let N′′N'' be the ν\nu-negligible set of points b∈Bb \in B where one of the last three properties is not verified; we can then modify λb\lambda_b in the following manner. If b∈B−p(T)b \in B - p(T), take λb=0\lambda_b = 0; if b∈p(T)∩N′′b \in p(T) \cap N'', take λb=εξ(b)\lambda_b = \varepsilon_{\xi(b)}, where ξ(b)\xi(b) is any point of p‾−1(b)\overline{p}^{-1}(b). Since B−p(T)B - p(T) is ν\nu-negligible (Ch. V, §6, No. 2, Cor. 3 of Prop. 2), we have only modified λb\lambda_b at the points of a negligible set, consequently the family b↦λbb \mapsto \lambda_b is still ν\nu-adequate and has the property c); moreover, it now satisfies a) and b), which completes the proof.

Every ν\nu-adequate family b↦λbb \mapsto \lambda_b of positive measures on T, having the properties b) and c) of Th. 1, is said to be a disintegration of the measure μ\mu, relative to the μ\mu-proper mapping pp.

Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.

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Transcribed from the printed volume. Not translated.