Bourbaki

§ 1. Essential upper integral

1. Definition of the essential upper integral

Definition 1

For every function f∈F+(T)f \in \mathscr{F}_+(T) one calls essential upper integral of ff with respect to μ\mu, and denotes by μ∙(f)\mu^\bullet(f), the supremum, finite or not, of the set of numbers μ∗(fφK)\mu^*(f \varphi_K), where KK runs over the set of compact subsets of TT. For every subset AA of TT, one sets μ∙(A)=μ∙(φA)\mu^\bullet(A) = \mu^\bullet(\varphi_A).

The notations ∫∙fdμ\int^\bullet f d\mu, ∫∙f(t)dμ(t)\int^\bullet f(t) d\mu(t), ∫∙fμ\int^\bullet f \mu are also used. Since fφK≤ff \varphi_K \leq f for every compact subset KK of TT, one has

∫∙fdμ≤∫∗fdμ. \int^\bullet f d\mu \leq \int^* f d\mu .

It can happen that μ∙(f)≠μ∗(f)\mu^\bullet(f) \neq \mu^*(f); for, the condition μ∗(f)=0\mu^*(f) = 0 means that ff is negligible, whereas the condition μ∙(f)=0\mu^\bullet(f) = 0 means that ff is locally negligible (Ch. IV, §5, No. 2, Prop. 5), and there may exist locally negligible sets that are not negligible (Ch. IV, §1, Exer. 5).

The mapping μ∙\mu^\bullet of F+(T)\mathscr{F}_+(T) into R‾\overline{\mathbf{R}} coincides with μ\mu on K+(T)\mathscr{K}_+(T). It follows that two measures μ1\mu_1 and μ2\mu_2 such that μ1∙=μ2∙\mu_1^\bullet = \mu_2^\bullet are equal.

Proposition 1

a) If ff and gg are two numerical functions ≥0\geq 0 that are equal locally almost everywhere, then μ∙(f)=μ∙(g)\mu^\bullet(f) = \mu^\bullet(g). b) If ff and gg are two numerical functions ≥0\geq 0 such that f≤gf \leq g, then μ∙(f)≤μ∙(g)\mu^\bullet(f) \leq \mu^\bullet(g). c) If ff is a numerical function ≥0\geq 0, and α\alpha is a number ≥0\geq 0, then μ∙(αf)=αμ∙(f)\mu^\bullet(\alpha f) = \alpha \mu^\bullet(f). d) If ff and gg are two numerical functions ≥0\geq 0, then μ∙(f+g)≤μ∙(f)+μ∙(g)\mu^\bullet(f + g) \leq \mu^\bullet(f) + \mu^\bullet(g). e) If (fn)n∈N(f_n)_{n \in \mathbf{N}} is an increasing sequence of numerical functions ≥0\geq 0, and if f=lim⁡n→∞fnf = \lim_{n \to \infty} f_n, then μ∙(f)=lim⁡n→∞μ∙(fn)\mu^\bullet(f) = \lim_{n \to \infty} \mu^\bullet(f_n).

The properties a), b), c), d) may be deduced immediately from the corresponding properties of the upper integral: a) from Proposition 6 of Ch. IV, §2, No. 3 and Proposition 5 of Ch. IV, §5, No. 2; b), c), d) from Propositions 10, 11, 12 of Ch. IV, §1, No. 3. To establish e), denote by K\mathfrak{K} the set of compact subsets of TT; by Theorem 3 of Ch. IV, §1, No. 3, we have

lim⁡n→∞μ∙(fn)=sup⁡n∈Nsup⁡K∈Kμ∗(fnφK)=sup⁡K∈Ksup⁡n∈Nμ∗(fnφK)=sup⁡K∈Kμ∗(fφK)=μ∙(f). \lim_{n \to \infty} \mu^\bullet(f_n) = \sup_{n \in \mathbf{N}} \sup_{K \in \mathfrak{K}} \mu^*(f_n \varphi_K) = \sup_{K \in \mathfrak{K}} \sup_{n \in \mathbf{N}} \mu^*(f_n \varphi_K) = \sup_{K \in \mathfrak{K}} \mu^*(f \varphi_K) = \mu^\bullet(f) .

Equality holds in the relation d) if ff and gg are measurable, by Cor. 4 of Th. 5, Ch. IV, §5, No. 6. More generally, we have the following result:

Proposition 2

Let f,g,hf, g, h be three elements of F+\mathscr{F}_+; if gg and hh are measurable, then

∫∙f(g+h) dμ=∫∙fg dμ+∫∙fh dμ. \int^\bullet f(g + h)\, d\mu = \int^\bullet fg\, d\mu + \int^\bullet fh\, d\mu.

One is immediately reduced to the proof of the analogous formula for the upper integral. Since f(g+h)=fg+fhf(g + h) = fg + fh (with the convention that 0⋅(+∞)=00 \cdot (+\infty) = 0), we have

∫∗f(g+h) dμ≤∫∗fg dμ+∫∗fh dμ; \int^* f(g + h)\, d\mu \leq \int^* fg\, d\mu + \int^* fh\, d\mu;

it remains to establish the reverse inequality. Let uu be a lower semi-continuous function such that u≥f(g+h)u \geq f(g + h). Set v=ug+hv = \frac{u}{g + h} on the set where g+h>0g + h > 0, and v=+∞v = +\infty on the set where g+h=0g + h = 0; then v≥fv \geq f and u≥v(g+h)u \geq v(g + h), whence

∫∗v(g+h) dμ≤∫∗u dμ \int^* v(g + h)\, d\mu \leq \int^* u\, d\mu

and consequently, vv being measurable (Ch. IV, §5, No. 6, Cor. 4 of Th. 5),

∫∗fg dμ+∫∗fh dμ≤∫∗vg dμ+∫∗vh dμ=∫∗v(g+h) dμ≤∫∗u dμ, \int^* fg\, d\mu + \int^* fh\, d\mu \leq \int^* vg\, d\mu + \int^* vh\, d\mu \\ = \int^* v(g + h)\, d\mu \leq \int^* u\, d\mu,

which implies the desired inequality since uu is arbitrary.

Corollary

Let ff be a function ≥0\geq 0, (gn)(g_n) a sequence of measurable functions ≥0\geq 0; then ∫∙f(∑ngn)dμ=∑n(∫∙fgn dμ)\int^\bullet f \left( \sum_n g_n \right) d\mu = \sum_n \left( \int^\bullet f g_n\, d\mu \right).

For the case of a finite sequence, this is an immediate consequence of Prop. 2. The case of an infinite sequence may be deduced from this by means of Prop. 1, e).

Proposition 3

For every finite number α≥0\alpha \geq 0 and every pair of measures μ,ν\mu, \nu on T\mathbf{T},

(αμ)∙=αμ∙(μ+ν)∙=μ∙+ν∙. (\alpha \mu)^\bullet = \alpha \mu^\bullet \\ (\mu + \nu)^\bullet = \mu^\bullet + \nu^\bullet.

Moreover, the relation μ≤ν\mu \leq \nu implies μ∙≤ν∙\mu^\bullet \leq \nu^\bullet.

The proof is immediate from the analogous statement in Ch. IV (§1, No. 3, Prop. 15).

Proposition 4

— For every numerical function f⩾0f \geqslant 0 that is lower semi-continuous on TT, μ∙(f)=μ∗(f)\mu^\bullet(f) = \mu^*(f).

For, let gg be a function in K+(T)\mathscr{K}_+(T) such that g⩽fg \leqslant f. If KK is the (compact) support of gg, then μ(g)⩽μ∗(fφK)⩽μ∙(f)\mu(g) \leqslant \mu^*(f \varphi_K) \leqslant \mu^\bullet(f). It follows, by the definition of upper integral, that μ∗(f)⩽μ∙(f)\mu^*(f) \leqslant \mu^\bullet(f), therefore μ∗(f)=μ∙(f)\mu^*(f) = \mu^\bullet(f) (formula (1)).

2. Moderated functions and measures

Proposition 5

— Let AA be a subset of TT; the following properties are equivalent: a) The set AA is contained in the union of a sequence of μ\mu*-integrable open sets*. b) The set AA is contained in the union of a sequence of μ\mu*-integrable sets*. c) The set AA is contained in the union of a sequence of compact sets and a μ\mu*-negligible set*.

It is clear that each of the properties a) and c) implies b). Conversely, b) implies a) because every set of finite outer measure is contained in an integrable open set (Ch. IV, §1, No. 4, Prop. 19), and b) implies c) because every integrable set is the union of a sequence of compact sets and a negligible set (Ch. IV, §4, No. 6, Cor. 2 of Th. 4).

Definition 2

— A subset of TT is said to be μ\mu*-moderated if it satisfies the equivalent conditions of Proposition 5*. A function defined on TT, with values in a vector space or in R‾\overline{\mathbf{R}}, is said to be μ\mu*-moderated if it is zero on the complement of a* μ\mu*-moderated subset of* TT. The measure μ\mu is said to be moderated if TT is a μ\mu*-moderated set*.

If μ\mu is a moderated measure, then every function on TT is μ\mu-moderated and every subset of TT is μ\mu-moderated.

Remark

— 1) If θ\theta is a complex measure on TT, one says that a function ff is θ\theta-moderated (resp. that θ\theta is moderated) if ff is ∣θ∣|\theta|-moderated (resp. if ∣θ∣|\theta| is moderated). 2) Every bounded measure is moderated; if TT is a countable union of compact sets, then every measure on TT is moderated. 3) Let (fn)(f_n) be a sequence of μ\mu-moderated functions with values in R‾\overline{\mathbf{R}}. For each nn, let UnU_n be an open set that is a countable union of open sets of finite outer measure, such that fnf_n is zero outside UnU_n. The function s=∑n∈N∣fn∣s = \sum_{n \in \mathbf{N}} |f_n| is then zero outside ⋃n∈NUn\bigcup_{n \in \mathbf{N}} U_n; it is therefore μ\mu-moderated, and the same is true of all functions ff such that ∣f∣≤s|f| \leq s. This applies in particular to the functions lim inf⁡n→∞fn\liminf_{n \to \infty} f_n, lim sup⁡n→∞fn\limsup_{n \to \infty} f_n and ∑n∈Nfn\sum_{n \in \mathbf{N}} f_n (if the sum is defined).

4) A function equal almost everywhere to a moderated function is moderated.

Proposition 6

— *Let ff be a positive numerical function defined on TT that is μ\mu-measurable and μ\mu-moderated. Then there exists a sequence (hn)n∈N(h_n)_{n \in \mathbf{N}} of elements of F+(T)\mathscr{F}_+(T), with sum equal to ff, having the following properties:

1) The function h0h_0 is μ\mu-negligible. 2) For every n≥1n \geq 1, there exists a compact set KnK_n such that hnh_n is zero outside KnK_n, and such that the restriction of hnh_n to KnK_n is finite and continuous.

Suppose that ff is the sum of a sequence (fn)(f_n) of positive measurable functions, each of which has the property in the statement; it is clear that ff also has it. Set

fn=inf⁡(f,n+1)−inf⁡(f,n) f_n = \inf(f, n+1) - \inf(f, n)
for every n∈Nn \in \mathbf{N}; since ff is equal to the sum of the sequence (fn)(f_n), it will thus suffice to establish the proposition assuming ff to be moderated and bounded. Denote then by AA the set of t∈Tt \in T such that f(t)>0f(t) > 0; AA is measurable and moderated, therefore there exists a sequence (An)(A_n) of pairwise disjoint integrable sets such that A=⋃nAnA = \bigcup_n A_n. We are reduced to proving the statement for the functions fφAnf \varphi_{A_n}; in other words, we may suppose ff to be bounded and to be zero outside an integrable set II. But II is the union of a negligible set NN and a sequence (Ln)(L_n) of pairwise disjoint compact sets (Ch. IV, §4, No. 6, Cor. 2 of Th. 4). We are thus reduced to treating the case that ff is bounded and is zero outside a compact set LL.

Let K\mathscr{K} be the set of compact subsets KK of TT such that f∣Kf|K is continuous; since K\mathscr{K} is μ\mu-dense (Ch. IV, §5, No. 10, Prop. 15), LL is the union of a negligible set NN and a sequence (Kn)n≥1(K_n)_{n \geq 1} of pairwise disjoint elements of K\mathscr{K} (Ch. IV, §5, No. 8, Def. 6). The functions h0=fφNh_0 = f \varphi_N, hn=fφKnh_n = f \varphi_{K_n} for n≥1n \geq 1 then satisfy the conditions of the statement.

The following proposition makes it possible to reduce the study of the upper integral to that of the essential upper integral.

Proposition 7

— Let ff be an element of F+(T)\mathscr{F}_+(T). 1) If the function ff is not μ\mu-moderated, then μ∗(f)=+∞\mu^*(f) = +\infty. 2) If the function ff is μ\mu-moderated, then μ∗(f)=μ∗(f)\mu^*(f) = \mu^*(f). 3) *If μ∗(f)<+∞\mu^*(f) < +\infty then there exists a μ\mu-moderated subset AA, the union of a sequence of compact subsets of TT, such that f=fφAf = f \varphi_A locally almost everywhere.

The first assertion follows immediately from Lemma 1 of Ch. IV, §5, No. 6. To establish the second, denote by AA a moderated subset such that f is zero outside A; A is the union of a negligible set A0A_0 and a sequence (An)n≥1(A_n)_{n \geq 1} of compact sets, which we may suppose to be increasing. The function ff is then almost everywhere equal to the upper envelope of the functions fφAnf \varphi_{A_n} (n≥1n \geq 1), therefore (Ch. IV, §1, No. 3, Th. 3 and §2, No. 3, Prop. 6)

μ∗(f)=lim⁡n→∞μ∗(fφAn)≤μ∙(f), \mu^*(f) = \lim_{n \to \infty} \mu^*(f \varphi_{A_n}) \leq \mu^\bullet(f),

whence the equality μ∗(f)=μ∙(f)\mu^*(f) = \mu^\bullet(f) by virtue of the formula (1). Finally, suppose that μ∙(f)<+∞\mu^\bullet(f) < +\infty; there exists an increasing sequence (An)(A_n) of compact sets such that

μ∙(f)=sup⁡nμ∗(fφAn). \mu^\bullet(f) = \sup_n \mu^*(f \varphi_{A_n}).

Set A=⋃nAnA = \bigcup_n A_n; the second member is equal to μ∗(fφA)\mu^*(f \varphi_A) (Ch. IV, §1, No. 3, Th. 3), that is, to μ∙(fφA)\mu^\bullet(f \varphi_A) (by Prop. 1, or by 2) above). Since μ∙(f)=μ∙(fφA)+μ∙(fφCA)\mu^\bullet(f) = \mu^\bullet(f \varphi_A) + \mu^\bullet(f \varphi_{\mathbf{C}_A}) (Prop. 2), we have μ∙(fφCA)=0\mu^\bullet(f \varphi_{\mathbf{C}_A}) = 0, from which 3) follows.

Corollary 1

For f to be negligible, it is necessary and sufficient that it be locally negligible and moderated.

Corollary 2

If μ\mu is a moderated measure (in particular if μ\mu is bounded, or if T is countable at infinity), then μ∗=μ∙\mu^* = \mu^\bullet.

Proposition 8

a) *Let H be a set of functions ≥0\geq 0, lower semi-continuous, directed for the relation ≤\leq; then

μ∙(sup⁡h∈Hh)=sup⁡h∈Hμ∙(h). \mu^\bullet \left( \sup_{h \in H} h \right) = \sup_{h \in H} \mu^\bullet(h).

b) *Let H be a set of functions ≥0\geq 0, upper semi-continuous, directed for the relation ≥\geq; if there exists in H a function h0h_0 such that μ∙(h0)<+∞\mu^\bullet(h_0) < +\infty, then

μ∙(inf⁡h∈Hh)=inf⁡h∈Hμ∙(h). \mu^\bullet \left( \inf_{h \in H} h \right) = \inf_{h \in H} \mu^\bullet(h).

The assertion a) is, in view of Prop. 4, a repetition of Theorem 1 of Ch. IV, §1, No. 1. To establish b), set η=inf⁡h∈Hh\eta = \inf_{h \in H} h, and let aa be a number >0> 0. There exists a compact set K such that (Ch. IV, §4, No. 4, Cor. 1 of Prop. 5):

μ∙(h0)−a≤μ∗(h0φK)=μ(h0φK)≤μ∙(h0). \mu^\bullet(h_0) - a \leq \mu^*(h_0 \varphi_K) = \mu(h_0 \varphi_K) \leq \mu^\bullet(h_0).

The functions hφKh\varphi_K, where hh runs over HH, form a set of upper semi-continuous functions, directed for the relation ⩾\geqslant, which contains an integrable function. Therefore (Ch. IV, §4, No. 4, Cor. 2 of Prop. 5):

μ∗(ηφK)=inf⁡h∈Hμ∗(hφK). \mu^*(\eta\varphi_K) = \inf_{h \in H} \mu^*(h\varphi_K).

But (Ch. IV, §4, No. 4, Cor. 1 of Prop. 5) μ∙(h0φCK)⩽a\mu^\bullet(h_0\varphi_{C_K}) \leqslant a, whence μ∙(hφCK)⩽a\mu^\bullet(h\varphi_{C_K}) \leqslant a for every function h∈Hh \in H such that h⩽h0h \leqslant h_0. Therefore, finally:

μ∙(η)⩾μ∗(ηφK)=inf⁡h∈Hμ∗(hφK)⩾inf⁡h∈Hμ∙(h)−a. \mu^\bullet(\eta) \geqslant \mu^*(\eta\varphi_K) = \inf_{h \in H} \mu^*(h\varphi_K) \geqslant \inf_{h \in H} \mu^\bullet(h) - a.

The inequality μ∙(η)⩽inf⁡h∈Hμ∙(h)\mu^\bullet(\eta) \leqslant \inf_{h \in H} \mu^\bullet(h) being obvious, and aa being arbitrary, the proposition is established.

3. Essentially integrable functions

Let FF be a real Banach space; recall that the elements of the spaces FFp\mathscr{F}_F^p (Ch. IV, §3, No. 3) and LFp\mathscr{L}_F^p (Ch. IV, §3, No. 4, Def. 2) are μ\mu-moderated functions (Ch. IV, §5, No. 6, Lemma 1); with NF\mathscr{N}_F still denoting the space of negligible mappings of TT into FF, we shall introduce the space NF∞\mathscr{N}_F^\infty of locally negligible mappings of TT into FF.

Lemma

Let gg and g′g' be two μ\mu-moderated mappings with values in FF; if gg and g′g' are equal locally almost everywhere to a same function ff, then g=g′g = g' almost everywhere.

For, let DD be the set of t∈Tt \in T such that g(t)≠g′(t)g(t) \neq g'(t); DD is locally negligible and moderated, therefore negligible (Cor. 1 of Prop. 7).

We shall denote by F‾Fp(T,μ)\overline{\mathscr{F}}_F^p(T, \mu) (or simply F‾Fp(μ)\overline{\mathscr{F}}_F^p(\mu), F‾Fp\overline{\mathscr{F}}_F^p, if no confusion can result) the set of mappings ff of TT into FF, such that there exists a function g∈FFpg \in \mathscr{F}_F^p equal to ff locally almost everywhere. Since the number Np(g)N_p(g) depends only on ff by the Lemma, we will write N‾p(f)=Np(g)\overline{N}_p(f) = N_p(g). The function N‾p\overline{N}_p is obviously a semi-norm on F‾Fp\overline{\mathscr{F}}_F^p, and we shall always assume that F‾Fp\overline{\mathscr{F}}_F^p is equipped with the topology defined by N‾p\overline{N}_p. The closure of 0 for this topology is the space NF∞\mathscr{N}_F^\infty; the relations F‾Fp=FFp+NF∞\overline{\mathscr{F}}_F^p = \mathscr{F}_F^p + \mathscr{N}_F^\infty, NF∞∩FFp=NF\mathscr{N}_F^\infty \cap \mathscr{F}_F^p = \mathscr{N}_F (Lemma) show that the normed space F‾Fp/NF∞\overline{\mathscr{F}}_F^p / \mathscr{N}_F^\infty may be canonically identified with FFp/NF\mathscr{F}_F^p / \mathscr{N}_F, which is complete (Ch. IV, §3, No. 3, Prop. 5); therefore F‾Fp\overline{\mathscr{F}}_F^p is itself complete.

We shall similarly denote by L‾Fp(T,μ)\overline{\mathscr{L}}_F^p(T, \mu) (or L‾Fp(μ)\overline{\mathscr{L}}_F^p(\mu), or L‾Fp\overline{\mathscr{L}}_F^p) the subspace LFp+NF∞\mathscr{L}_F^p + \mathscr{N}_F^\infty of F‾Fp\overline{\mathscr{F}}_F^p; one can also characterize L‾Fp\overline{\mathscr{L}}_F^p as the subspace of F‾Fp\overline{\mathscr{F}}_F^p constituted by the measurable mappings (Ch. IV, §5, No. 6, Th. 5).

The normed space L‾Fp/NF∞\overline{\mathscr{L}}_F^p / \mathscr{N}_F^\infty may be canonically identified with LFpL_F^p; L‾Fp\overline{\mathscr{L}}_F^p is therefore complete. Its elements are called the p-th power essentially integrable functions, this terminology being justified by the following proposition:

Proposition 9

For a mapping f of T into F to belong to F‾Fp\overline{\mathscr{F}}_F^p (resp. to L‾Fp\overline{\mathscr{L}}_F^p), if is necessary and sufficient that* (resp. that f be measurable and that)

μ∙(∣f∣p)<+∞. \mu^\bullet(|f|^p) < +\infty .

One then has N‾p(f)=(μ∙(∣f∣p))1/p\overline{N}_p(f) = (\mu^\bullet(|f|^p))^{1/p}.

We may clearly limit ourselves to the assertion concerning F‾Fp\overline{\mathscr{F}}_F^p. If f belongs to F‾Fp\overline{\mathscr{F}}_F^p, let g be a function belonging to FFp\mathscr{F}_F^p that is equal to f locally almost everywhere; then ∣f∣p=∣g∣p|f|^p = |g|^p locally almost everywhere, therefore

μ∙(∣f∣p)=μ∙(∣g∣p)=μ∗(∣g∣p)<+∞ \mu^\bullet(|f|^p) = \mu^\bullet(|g|^p) = \mu^*(|g|^p) < +\infty

(Prop. 1, a) and Prop. 7), and, on the other hand, by the definition of N‾p\overline{N}_p,

N‾p(f)=Np(g)=(μ∗(∣g∣p))1/p. \overline{N}_p(f) = N_p(g) = (\mu^*(|g|^p))^{1/p} .

Conversely, suppose that μ∙(∣f∣p)<+∞\mu^\bullet(|f|^p) < +\infty; then there exists a moderated set A such that f is zero locally almost everywhere in T − A (Prop. 7). The function fφAf \varphi_A, equal locally almost everywhere to f, is such that Np(fφA)=N‾p(f)<+∞N_p(f \varphi_A) = \overline{N}_p(f) < +\infty, therefore it belongs to FFp\mathscr{F}_F^p, and f∈F‾Fpf \in \overline{\mathscr{F}}_F^p.

Corollary

For f to belong to LFp\mathscr{L}_F^p, it is necessary and sufficient that f belong to L‾Fp\overline{\mathscr{L}}_F^p and be moderated.

Definition 3

The elements of L‾F1\overline{\mathscr{L}}_F^1 are called essentially μ\mu-integrable functions with values in F. On composing the mapping f~↦μ(f)\tilde{f} \mapsto \mu(f) of LF1L_F^1 into F with the canonical mapping of L‾F1\overline{\mathscr{L}}_F^1 onto LF1L_F^1, one obtains a continuous linear mapping of L‾F1\overline{\mathscr{L}}_F^1 into F that extends the mapping f↦∫fdμf \mapsto \int f d\mu of LF1\mathscr{L}_F^1 into F. One again denotes by ∫fdμ\int f d\mu or μ(f)\mu(f) the value of this mapping for f∈L‾F1f \in \overline{\mathscr{L}}_F^1, and this element is called the integral of f with respect to μ\mu.

Two essentially integrable functions that are equal locally almost everywhere have the same integral. For every function f≥0f \geq 0 that is finite and essentially integrable, ∫∙fdμ=∫fdμ\int^\bullet f d\mu = \int f d\mu. If A is a set whose characteristic function is essentially integrable, then A is said to be an essentially μ\mu-integrable set; ∫φAdμ\int \varphi_A d\mu is also denoted μ(A)\mu(A) and is again called the measure of A.

If a function ff, with values in FF, is defined locally almost everywhere in TT, we again say that ff is essentially integrable if it is equal, locally almost everywhere, to a function f1f_1 that is everywhere defined and integrable; we then set

∫f dμ=∫f1 dμ, \int f\, d\mu = \int f_1\, d\mu,
and this definition is independent of the integrable function f1f_1 everywhere defined and equal locally almost everywhere to ff (Lemma). One defines similarly the notion of essentially integrable function for functions with values in R‾\overline{\mathbf{R}} that are defined and finite locally almost everywhere.

The reader will have no difficulty in extending, to essentially integrable functions, the results of Ch. IV, §4 for integrable functions, on replacing 'almost everywhere' in the statements by 'locally almost everywhere.' We note for example the inequality

∣∫f dμ∣≤∫∣f∣ dμ, \left| \int f\, d\mu \right| \leq \int |f|\, d\mu,
valid for every essentially integrable function ff with values in a Banach space.

Proposition 10

Let K\mathfrak{K} be a μ\mu-dense set of compact subsets of TT.* a) If ff is a numerical function ≥0\geq 0, then

μ∙(f)=sup⁡K∈Kμ∗(fφK). \mu^\bullet(f) = \sup_{K \in \mathfrak{K}} \mu^*(f \varphi_K).
b) If ff is an essentially integrable function with values in a Banach space FF, then
∫f dμ=lim⁡K∫fφK dμ, \int f\, d\mu = \lim_{\mathfrak{K}} \int f \varphi_K\, d\mu,
*the limit being taken with respect to the directed (for ⊂\subset) set K\mathfrak{K}.

To establish a), it suffices to show that for every compact subset LL of TT,

∫∗fφL dμ=sup⁡K∫∗fφK dμ, \int^* f \varphi_L\, d\mu = \sup_K \int^* f \varphi_K\, d\mu,
where KK runs over the set of subsets of LL belonging to K\mathfrak{K}. Since LL is the union of a negligible set and an increasing sequence (Kn)(K_n) of elements of K\mathfrak{K} (Ch. IV, §5, No. 8, Prop. 12), this follows from the theorem on passage to the limit in upper integrals (Ch. IV, §1, No. 3, Th. 3).

Suppose now that ff belongs to LF1\mathscr{L}_F^1; let ε\varepsilon be a number >0> 0, and let KK be an element of K\mathfrak{K} such that

∫∣f∣φK dμ≥∫∣f∣ dμ−ε \int |f| \varphi_K\, d\mu \geq \int |f|\, d\mu - \varepsilon

(such a K exists by a)). Then, for every compact set H containing K,

∣∫f dμ−∫fφH dμ∣≤∫∣f∣φCH dμ≤∫∣f∣φCK dμ≤ε. \left| \int f \, d\mu - \int f \varphi_H \, d\mu \right| \leq \int |f| \varphi_{\mathbf{C}_H} \, d\mu \leq \int |f| \varphi_{\mathbf{C}_K} \, d\mu \leq \varepsilon .

Extension to complex Banach spaces and measures. Let F be a complex Banach space; by an abuse of notation, the real Banach space underlying F will also be denoted by F. The Banach space L‾Fp(T,μ)\overline{\mathscr{L}}_F^p(T, \mu) may then be equipped with a natural complex Banach space structure, and it is necessary to be specific as to whether one is using the real or the complex structure of this space. In this chapter, and absent express mention to the contrary, it will always be understood to be the real structure.

Let θ\theta be a complex measure; we set L‾Fp(T,θ)=L‾Fp(T,∣θ∣)\overline{\mathscr{L}}_F^p(T, \theta) = \overline{\mathscr{L}}_F^p(T, |\theta|); if F is a complex Banach space, one can make the same remarks as above. In particular, a function f with values in F will be called essentially integrable for θ\theta if it is essentially integrable for ∣θ∣|\theta|. Assertion b) of Prop. 10 then extends at once to complex measures.

4. A property special to the essential upper integral

The following result will be used frequently in the sequel. In the statement, one cannot replace essential upper integrals by ordinary upper integrals (see Exer. 4).

Proposition 11

— Let (λα)α∈A(\lambda_\alpha)_{\alpha \in A} be a family of positive measures on T, directed for the relation ≤\leq and having a supremum λ\lambda in M(T)\mathscr{M}(T). Then, for every numerical function f≥0f \geq 0,

λ∙(f)=sup⁡α∈Aλα∙(f). \lambda^\bullet(f) = \sup_{\alpha \in A} \lambda_\alpha^\bullet(f).

When ff belongs to K(T)\mathscr{K}(T), this relation reduces to the definition of the supremum of a directed set in M(T)\mathscr{M}(T) (Ch. II, §2, No. 2, Lemma). Suppose next that f≤gf \leq g for some function g∈K+g \in \mathscr{K}_+ (in other words, that ff is bounded and is zero outside a compact set K); let α\alpha be an index such that λα(g)≥λ(g)−ε\lambda_\alpha(g) \geq \lambda(g) - \varepsilon, where ε\varepsilon is a number >0> 0; since the measure ν=λ−λα\nu = \lambda - \lambda_\alpha is positive, we have ν∗(f)≤ν(g)≤ε\nu^*(f) \leq \nu(g) \leq \varepsilon, or λα∗(f)≥λ∗(f)−ε\lambda_\alpha^*(f) \geq \lambda^*(f) - \varepsilon (Ch. IV, §1, No. 3, Prop. 15). It follows (since ε\varepsilon is arbitrary) that the second member of (5) is ≥\geq the first; the reverse inequality being obvious, (5) is established for the special case under consideration. Next, suppose that ff is zero outside K but is not necessarily bounded, and set fn=inf⁡(f,n)f_n = \inf(f, n) for every integer nn. Then

λ∙(f)=sup⁡n∈Nλ∙(fn)=sup⁡n∈Nsup⁡α∈Aλα∙(fn)=sup⁡α∈Asup⁡n∈Nλα∙(fn)=sup⁡α∈Aλα∙(f). \lambda^\bullet(f) = \sup_{n \in \mathbf{N}} \lambda^\bullet(f_n) = \sup_{n \in \mathbf{N}} \sup_{\alpha \in A} \lambda_\alpha^\bullet(f_n) = \sup_{\alpha \in A} \sup_{n \in \mathbf{N}} \lambda_\alpha^\bullet(f_n) = \sup_{\alpha \in A} \lambda_\alpha^\bullet(f).

Finally, with no restriction made on ff, denoting by K\mathscr{K} the set of compact subsets of TT we have

λ∙(f)=sup⁡K∈Kλ∙(fφK)=sup⁡K∈Ksup⁡α∈Aλα∙(fφK) \lambda^\bullet(f) = \sup_{K \in \mathscr{K}} \lambda^\bullet(f \varphi_K) = \sup_{K \in \mathscr{K}} \sup_{\alpha \in A} \lambda_\alpha^\bullet(f \varphi_K)
=sup⁡α∈Asup⁡K∈Kλα∙(fφK)=sup⁡α∈Aλα∙(f). = \sup_{\alpha \in A} \sup_{K \in \mathscr{K}} \lambda_\alpha^\bullet(f \varphi_K) = \sup_{\alpha \in A} \lambda_\alpha^\bullet(f).

Corollary 1

For a subset N of T to be locally λ\lambda-negligible, it is necessary and sufficient that N be locally λα\lambda_\alpha-negligible for every α∈A\alpha \in A.

Corollary 2

For a mapping g of T into a topological space G to be λ\lambda-measurable, it is necessary and sufficient that it be λα\lambda_\alpha-measurable for every α∈A\alpha \in A.

The condition is obviously necessary, since λα≤λ\lambda_\alpha \leq \lambda for every α\alpha (Ch. IV, §1, No. 3, Prop. 15). Conversely, suppose that gg is λα\lambda_\alpha-measurable for all α\alpha, denote by K\mathscr{K} the set of compact subsets K of T such that g∣Kg|K is continuous, and let L be a compact set such that L∩KL \cap K is λ\lambda-negligible for every K∈KK \in \mathscr{K}. Since the set K\mathscr{K} is λα\lambda_\alpha-dense, L is λα\lambda_\alpha-negligible for every α\alpha (Ch. IV, §5, No. 8, Prop. 12), hence is λ\lambda-negligible (Cor. 1). It follows that K\mathscr{K} is λ\lambda-dense and that gg is λ\lambda-measurable (Ch. IV, §5, No. 10, Prop. 15).

Exercises

See the exercises for § 1.

Transcribed from the printed volume. Not translated.