Bourbaki

Theorem 1

Tag 0919, permanent. Cite it as [Bourbaki, Tag 0919].

Integration, chapter V, § 3. Integration of positive measures

— Let ff be a function with values in a Banach space FF or in R‾\overline{\mathbf{R}}, and let HH be the set of t∈Tt \in T for which ff is not λt\lambda_t-integrable.

a) If ff is ν\nu-integrable, then HH is locally μ\mu-negligible, the function t↦∫f(x) dλt(x)t \mapsto \int f(x)\, d\lambda_t(x) (defined for t∉Ht \notin H) is essentially μ\mu-integrable, and

∫f(x) dν(x)=∫dμ(t)∫f(x) dλt(x). \int f(x)\, d\nu(x) = \int d\mu(t) \int f(x)\, d\lambda_t(x).

b) If ff is ν\nu-integrable and Λ\Lambda is vaguely continuous, then HH is moreover μ\mu-negligible and the function t↦∫f(x) dλt(x)t \mapsto \int f(x)\, d\lambda_t(x) (defined for t∉Ht \notin H) is μ\mu-integrable.

c) If λt∗(1)<+∞\lambda_t^*(1) < +\infty locally μ\mu-almost everywhere, then the conclusions of a) remain true for ff an essentially ν\nu-integrable function.

We are first going to establish a) (resp. b)). This statement is true when ff is a positive numerical function (Prop. 5); if ff is an integrable function with values in R‾\overline{\mathbf{R}}, this result may be applied to the positive functions f+f^+ and f−f^-, and therefore extends at once to ff by subtraction. It remains to treat the case of functions with values in FF. Let H\mathscr{H} be the subspace of LF1(ν)\mathscr{L}_F^1(\nu) formed by the linear combinations, with coefficients in FF, of the functions in K(X)\mathscr{K}(X); the result pertaining to real functions implies at once the validity of the statement for the elements of H\mathscr{H}. Now, H\mathscr{H} is dense in LF1(ν)\mathscr{L}_F^1(\nu); therefore, for every f∈LF1(ν)f \in \mathscr{L}_F^1(\nu), there exists a sequence (fn)(f_n) of elements of H\mathscr{H} that has the following properties:

1) the sequence (fn)(f_n) converges to ff in mean in LF1(ν)\mathscr{L}_F^1(\nu), and ν\nu-almost everywhere; 2) the function g=∣f0∣+∑n∈N∣fn+1−fn∣g = |f_0| + \sum_{n \in \mathbf{N}} |f_{n+1} - f_n| is such that ν∗(g)<+∞\nu^*(g) < +\infty (Ch. IV, §3, No. 4, Th. 3).

Let N1N_1 be the set of t∈Tt \in T such that λt∗(g)=+∞\lambda_t^*(g) = +\infty; N1N_1 is locally μ\mu-negligible (resp. μ\mu-negligible) by formula (6) (resp. (7)). For t∉N1t \notin N_1, the fnf_n belong to LF1(λt)\mathscr{L}_F^1(\lambda_t), the sequence (fn)(f_n) converges λt\lambda_t-almost everywhere, as well as for the topology of convergence in mean in LF1(λt)\mathscr{L}_F^1(\lambda_t) (Ch. IV, §3, No. 3, Prop. 6). Let MM be set of x∈Xx \in X such that fn(x)f_n(x) does not converge to f(x)f(x): since MM is ν\nu-negligible, the set N2N_2 of t∈Tt \in T such that MM is not λt\lambda_t-negligible is locally μ\mu-negligible (resp. μ\mu-negligible) by Cor. 1 of Prop. 3.

Suppose that tt does not belong to N1∪N2N_1 \cup N_2; the sequence (fn)(f_n) converges in mean in LF1(λt)\mathscr{L}_F^1(\lambda_t), and converges λt\lambda_t-almost everywhere to ff. Therefore f∈LF1(λt)f \in \mathscr{L}_F^1(\lambda_t) and ∫f dλt=lim⁡n→∞∫fn dλt\int f\, d\lambda_t = \lim_{n \to \infty} \int f_n\, d\lambda_t (Ch. IV, §4, No. 1). The set HH of the statement is thus contained in N1∪N2N_1 \cup N_2; it is therefore locally μ\mu-negligible (resp. μ\mu-negligible). On the other hand, the function t↦∫f dλtt \mapsto \int f\, d\lambda_t is equal locally μ\mu-almost everywhere to the limit of a sequence of μ\mu-measurable functions; it is therefore μ\mu-measurable. Finally, for every t∉N1∪N2t \notin N_1 \cup N_2 and every nn, we have

∣∫fn(x) dλt(x)∣≤∫∗g(x) dλt(x) \left| \int f_n(x)\, d\lambda_t(x) \right| \leq \int^* g(x)\, d\lambda_t(x)
by virtue of the inequality ∣fn∣≤g|f_n| \leq g and Prop. 2 of Ch. IV, §4, No. 2. Now, the function t↦∫∗g(x) dλt(x)t \mapsto \int^* g(x)\, d\lambda_t(x) is essentially μ\mu-integrable (resp. μ\mu-integrable) by Prop. 5. We may therefore apply Lebesgue’s theorem, which yields
∫dμ(t)∫f(x) dλt(x)=lim⁡n→∞∫dμ(t)∫fn(x) dλt(x)=lim⁡n→∞∫fn(x) dν(x). \int d\mu(t) \int f(x)\, d\lambda_t(x) = \lim_{n \to \infty} \int d\mu(t) \int f_n(x)\, d\lambda_t(x) = \lim_{n \to \infty} \int f_n(x)\, d\nu(x).
Since ∫fn(x) dν(x)\int f_n(x)\, d\nu(x) tends to ∫f(x) dν(x)\int f(x)\, d\nu(x) as nn tends to ∞\infty, by the hypotheses made on the sequence (fn)(f_n), the relation (11) follows and we have proved a) (resp. b)).

Now suppose that λt∙(1)<+∞\lambda_t^\bullet(1) < +\infty locally μ\mu-almost everywhere, and that gg is an essentially ν\nu-integrable function. Let ff be a ν\nu-integrable function such that g=fg = f locally ν\nu-almost everywhere (§ 1, No. 3). Then g=fg = f almost everywhere for λt\lambda_t, except for tt forming a locally μ\mu-negligible set PP (Cor. 1 c) of Prop. 3). Therefore ∫g dλt=∫f dλt\int g\, d\lambda_t = \int f\, d\lambda_t for all t∉P∪Ht \notin P \cup H, and this completes the proof.

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

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