Bourbaki

§ 1. Integration of vector-valued functions

Throughout this section, μ\mu denotes a positive measure on T, and F a Hausdorff locally convex vector space over R\mathbf{R}. For every mapping f of T into F, and every element z′z' of the dual F′F' of F, we denote by ⟨f,z′⟩\langle f, z' \rangle or ⟨z′,f⟩\langle z', f \rangle the numerical function z′∘fz' \circ f on T. We shall say that f has a property PP scalarly if, for every z′∈F′z' \in F', ⟨z′,f⟩\langle z', f \rangle has the property PP. For example, we shall say that ff is scalarly essentially μ\mu-integrable if, for every z′∈F′z' \in F', ⟨z′,f⟩\langle z', f \rangle is essentially μ\mu-integrable.\footnote{The special case F=M(X)F = \mathscr{M}(X) (XX a locally compact space), equipped with the vague topology σ(M(X),K(X))\sigma(\mathscr{M}(X), \mathscr{K}(X)), yields the concept of 'scalarly essentially μ\mu-integrable', for a mapping f:T→M+(X)f : T \to \mathscr{M}_+(X), defined in Ch. V, §3, No. 1.}

Note that in this definition, the topology of FF intervenes only through the intermediary of the dual F′F' of FF. If a function ff has the property PP scalarly, then it again has the property PP scalarly when the topology of FF is replaced by any Hausdorff locally convex topology compatible with the duality between FF and F′F'.

1. Scalarly essentially integrable functions

If ff is a scalarly essentially μ\mu-integrable mapping of TT into FF, the mapping z′↦∫⟨f(t),z′⟩dμ(t)z' \mapsto \int \langle f(t), z' \rangle d\mu(t) is a linear form on F′F', that is, an element of the algebraic dual F′∗{F'}^*.

Definition 1

One calls* integral of ff with respect to μ\mu, and denotes by ∫fdμ\int f d\mu or ∫f(t)dμ(t)\int f(t) d\mu(t), the element of F′∗{F'}^* defined by

⟨z′,∫fdμ⟩=∫⟨z′,f⟩dμ \left\langle z', \int f d\mu \right\rangle = \int \langle z', f \rangle d\mu
for all z′∈F′z' \in F'.

If ff is continuous with compact support, it is scalarly integrable and Def. 1 coincides with the definition of the integral of ff given in Ch. III, §3, No. 1. On the other hand, if FF is a Banach space and ff is essentially integrable (Ch. V, §1, No. 3, Def. 3), then ff is scalarly essentially integrable and Def. 1 coincides with the definition of the integral of ff given in Chapter V (Ch. V, §1, No. 3 and Ch. IV, §4, No. 2, Cor. 1 of Th. 1).

Example

— Let XX be a locally compact space, t↦λtt \mapsto \lambda_t a mapping of TT into the space M(X)\mathscr{M}(X) of measures on XX. To say that the family t↦λtt \mapsto \lambda_t is μ\mu-adequate means that it consists of positive measures and that the mapping t↦λtt \mapsto \lambda_t is scalarly essentially μ\mu-integrable and μ\mu-measurable for the topology σ(M(X),K(X))\sigma(\mathscr{M}(X), \mathscr{K}(X)).\footnote{This is the definition of 'µ-adequate' in the first edition of Chapter 5 (Ch. V, 1st edn., §3, No. 1, Def. 1). In the second edition, of which the preceding chapter is a translation, the term 'µ-adequate' defines a weaker (more general) concept (Ch. V, §3, No. 1, Def. 1); more precisely, a scalarly essentially μ\mu-integrable family t↦λtt \mapsto \lambda_t of positive measures is μ\mu-adequate in the sense of the first edition of Chapter V if and only if it is μ\mu-adequate in the sense of the second edition and is vaguely μ\mu-measurable, that is, μ\mu-measurable for σ(M(X),K(X))\sigma(\mathscr{M}(X), \mathscr{K}(X)) (Ch. V, §3, No. 1, Prop 2 b)). The two definitions are equivalent whenever the topology of XX has a countable base (ibid. Prop. 2 c)), which is the case for the applications in Chapter VI (§3); consequently for the rest of the chapter, no distinction is made between the two interpretations of 'µ-adequate', and the references to the first edition of Ch. V have been replaced by their nearest equivalent in the second edition.}

integral with respect to μ\mu is the measure that was denoted ∫λt dμ(t)\int \lambda_t\, d\mu(t) in Ch. V, §3, No. 1.

Remark 1

If F is finite-dimensional, then every scalarly essentially integrable mapping of T into F is essentially integrable (Ch. V, §1, No. 3). However, in the general case, a scalarly negligible function on a compact space T may even fail to be μ\mu-measurable (Exer. 12).

Remark 2

It is clear that the integral of f depends only on the class of f modulo the space of mappings of T into F that are scalarly locally μ\mu-negligible. Note that a scalarly locally negligible function g is not necessarily zero almost everywhere (Exer. 12). However, this is indeed the case when there exists in F' a sequence (zn′)(\mathbf{z}'_n) that is dense for the topology σ(F′,F)\sigma(F', F): for, if HnH_n is the locally negligible set of points t∈Tt \in T such that ⟨g(t),zn′⟩≠0\langle g(t), \mathbf{z}'_n \rangle \neq 0, the union H of the HnH_n is locally negligible and, for every t∉Ht \notin H, one has ⟨g(t),zn′⟩=0\langle g(t), \mathbf{z}'_n \rangle = 0 for all n, whence g(t)=0g(t) = 0.

Let u be a continuous linear mapping of F into a Hausdorff locally convex space G; its transpose tu^t u is a linear mapping of G′G' into F′F', and the (algebraic) transpose t(tu)^t(^t u) is a linear mapping of F′∗{F'}^* into G′∗{G'}^* that extends u, which we shall again denote by u. With this convention:

Proposition 1

— If f is a mapping of T into F that is scalarly essentially μ\mu-integrable, then the mapping u∘fu \circ f is scalarly essentially μ\mu-integrable and

∫(u∘f) dμ=u(∫f dμ). \int (u \circ f)\, d\mu = u \left( \int f\, d\mu \right).
For every z′∈G′\mathbf{z}' \in G', ⟨z′,u∘f⟩=⟨tu(z′),f⟩\langle \mathbf{z}', u \circ f \rangle = \langle ^t u(\mathbf{z}'), f \rangle, whence the first assertion; the second follows from the formula
⟨z′,∫(u∘f) dμ⟩=∫⟨z′,u∘f⟩ dμ=⟨tu(z′),∫f dμ⟩=⟨z′,u(∫f dμ)⟩. \left\langle \mathbf{z}', \int (u \circ f)\, d\mu \right\rangle = \int \langle \mathbf{z}', u \circ f \rangle\, d\mu = \left\langle ^t u(\mathbf{z}'), \int f\, d\mu \right\rangle = \left\langle \mathbf{z}', u \left( \int f\, d\mu \right) \right\rangle.

In particular, if f is scalarly essentially μ\mu-integrable, then it remains scalarly essentially μ\mu-integrable when the topology of F is replaced by a coarser topology.

Proposition 2

— Let f be a scalarly essentially μ\mu-integrable mapping of T into F. For every numerical function g⩾0g \geqslant 0 that is μ\mu-measurable and bounded, the mapping t↦g(t)f(t)t \mapsto g(t)f(t) (denoted gf or fg) of T into F is scalarly essentially μ\mu-integrable, f is scalarly essentially (g⋅μ)(g \cdot \mu)-integrable, and

∫f d(g⋅μ)=∫fg dμ. \int f\, d(g \cdot \mu) = \int fg\, d\mu.

This is an immediate consequence of the formula ⟨z′,gf⟩=g⟨z′,f⟩\langle \mathbf{z}', gf \rangle = g \langle \mathbf{z}', f \rangle, for all z′∈F′\mathbf{z}' \in F', and the formula ∫hd(g⋅μ)=∫hgdμ\int h d(g \cdot \mu) = \int hg d\mu for every essentially μ\mu-integrable scalar function hh (Ch. V, §5, No. 3, Th. 1).

A great many propositions about essentially integrable numerical functions may be transposed word for word into propositions about scalarly essentially integrable vector-valued functions. Among the more important, we call attention to the conditions for a function to be essentially integrable with respect to a measure defined by a density (Ch. V, §5, No. 3, Th. 1), or with respect to the image of a measure (Ch. V, §6, No. 2, Th. 1), or with respect to an induced measure (Ch. V, §7, No. 1, Th. 1), or with respect to the sum of a summable family of positive measures (Ch. V, §2, No. 2, Props. 1 and 3 and Cor. 3 of Prop. 1). These transpositions are left to the reader.

However, to obtain statements corresponding to the theorems on 'double integrals' (Ch. V, §3, No. 3, Th. 1 and §8, No. 4, Th. 1 (Lebesgue–Fubini theorem)), it is necessary to strengthen the hypotheses (cf. Exer. 1); on applying the previously cited theorems to each of the functions ⟨z′,f⟩\langle \mathbf{z}', f \rangle, where z′∈F′\mathbf{z}' \in F', one thus obtains the following propositions:

Proposition 3

— Let XX be a locally compact space, t↦λtt \mapsto \lambda_t a μ\mu-adequate3^3 family (Ch. V, §3, No. 1, Def. 1) of positive measures on XX, and let ν=∫λtdμ(t)\nu = \int \lambda_t d\mu(t). Let ff be a mapping of XX into FF; assume that 1∘1^\circ ff is scalarly ν\nu-integrable; 2∘2^\circ there exists a locally μ\mu-negligible set N⊂TN \subset T such that, for every t∉Nt \notin N, ff is scalarly λt\lambda_t-integrable and ∫fdλt∈F\int f d\lambda_t \in F. Then, the function t↦∫fdλtt \mapsto \int f d\lambda_t, defined for t∉Nt \notin N, is scalarly essentially μ\mu-integrable, and4^4

∫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) .

Proposition 4

— Let TT and T′T' be two locally compact spaces, μ\mu (resp. μ′\mu') a positive measure on TT (resp. T′T'), ν=μ⊗μ′\nu = \mu \otimes \mu' the product measure on X=T×T′X = T \times T'. Let ff be a mapping of XX into FF. Assume that: 1∘1^\circ ff is scalarly ν\nu-integrable; 2∘2^\circ there exists a locally μ\mu-negligible set N⊂TN \subset T such that, for every t∉Nt \notin N, the mapping t′↦f(t,t′)t' \mapsto f(t, t') is scalarly μ′\mu'-integrable, and ∫f(t,t′)dμ′(t′)∈F\int f(t, t') d\mu'(t') \in F. Then, the function t↦∫f(t,t′)dμ′(t′)t \mapsto \int f(t, t') d\mu'(t'), defined for t∉Nt \notin N, is scalarly essentially μ\mu-integrable and4^4

∬f(t,t′)dμ(t)dμ′(t′)=∫dμ(t)∫f(t,t′)dμ′(t′). \iint f(t, t') d\mu(t) d\mu'(t') = \int d\mu(t) \int f(t, t') d\mu'(t') .

3^3It suffices to assume that the family is scalarly essentially μ\mu-integrable, thus the proposition holds for either of the two interpretations of ' μ\mu-adequate'. 4^4Equality as elements of F′∗{F'}^*.

2. Properties of the integral of a scalarly essentially integrable function

Proposition 5

— Let μ\mu be a bounded positive measure on TT, SS a μ\mu-measurable set carrying μ\mu (Ch. V, §5, No. 7, Def. 4), ff a scalarly μ\mu-integrable () function with values in FF. Let DD be the closed convex envelope of f(S)f(S) in the space F′F' equipped with the topology σ(F′,F′)\sigma(F', F'). Then ∫f dμ∈μ(T)D\int f\, d\mu \in \mu(T)D.

Since DD is the intersection of the closed half-spaces containing f(S)f(S) (TVS, II, §5, No. 3, Cor. 1 of Prop. 4), it suffices to prove that the relation ⟨f(t),z′⟩≤a\langle f(t), z' \rangle \leq a for all t∈St \in S (where z′∈F′,a∈Rz' \in F', a \in \mathbf{R}) implies ⟨z′,∫f dμ⟩≤a⋅μ(T)\langle z', \int f\, d\mu \rangle \leq a \cdot \mu(T); but since ∫f dμ=∫Sf dμ\int f\, d\mu = \int_S f\, d\mu, this follows from Ch. IV, §4, No. 2, Cor. 1 of Th. 1.

Corollary

— Let μ\mu be a bounded positive measure on TT, SS a μ\mu-measurable set carrying μ\mu, and ff a mapping of TT into FF, scalarly μ\mu-measurable and such that f(S)f(S) is contained in a weakly compact convex subset AA of FF. Then ff is scalarly μ\mu-integrable, and ∫f dμ∈μ(T)A⊂F\int f\, d\mu \in \mu(T)A \subset F.

For every z′∈F′z' \in F', ⟨z′,f⟩\langle z', f \rangle is μ\mu-measurable and bounded in SS, hence integrable, which proves that ff is scalarly integrable. Moreover, since AA is compact in FσF_\sigma, it is closed in F′F'*, and the closed convex envelope of f(S)f(S) in F′F'* is contained in AA, whence the corollary.

Proposition 6

— Let ff be a scalarly essentially μ\mu-integrable function with values in FF, such that ∫f dμ∈F\int f\, d\mu \in F. For every lower semi-continuous semi-norm qq on FF,

q(∫f dμ)≤∫∙(q∘f) dμ. q\left( \int f\, d\mu \right) \leq \int^\bullet (q \circ f)\, d\mu .

Let DD be the set of z∈Fz \in F such that q(z)≤1q(z) \leq 1; DD is closed, convex, and contains 00, therefore D=DooD = D^{oo} (TVS, II, §6, No. 3, Cor. 3 of Th. 1). It therefore suffices to prove that for every z′∈D∘z' \in D^\circ, one has ∣⟨z′,∫f dμ⟩∣≤∫∙(q∘f) dμ|\langle z', \int f\, d\mu \rangle| \leq \int^\bullet (q \circ f)\, d\mu; but this follows at once from the fact that ∣⟨z′,f(t)⟩∣≤q(f(t))|\langle z', f(t) \rangle| \leq q(f(t)) for every t∈Tt \in T.

Note that the numerical function q∘fq \circ f need not be μ\mu-measurable (Exer. 12).

Proposition 7

— Let ff be a mapping of TT into FF, scalarly essentially μ\mu-integrable, such that for every compact subset KK of TT, f(K)f(K) is contained

(*) Recall that for a bounded positive measure μ\mu, the concepts of μ\mu-integrable function and essentially μ\mu-integrable function are the same (Ch. V, §1, No. 3, Cor. of Prop. 9).

5 The original notation for upper essential integral is ∫∗‾\overline{\int^*}, changed to ∫∙\int^\bullet in the second edition of Ch. V.

in a weakly compact, balanced, convex subset of F. Then ∫fdμ\int f d\mu belongs to the bidual F′′F'' of F.

For every compact subset K of T,

∫fφKdμ=∫(fφK)d(φK⋅μ); \int f \varphi_K d\mu = \int (f \varphi_K) d(\varphi_K \cdot \mu);

the Cor. of Prop. 5 can be applied to the bounded measure φK⋅μ\varphi_K \cdot \mu and the function fφKf \varphi_K, consequently ∫fφKdμ∈F\int f \varphi_K d\mu \in F. For every z′∈F′z' \in F', ⟨z′,f⟩\langle z', f \rangle is essentially μ\mu-integrable, consequently (Ch. V, §1, No. 3, Prop. 10)

∫⟨z′,f⟩dμ=lim⁡K∫⟨z′,f⟩φKdμ, \int \langle z', f \rangle d\mu = \lim_K \int \langle z', f \rangle \varphi_K d\mu,

the limit being taken with respect to the increasing directed set of compact subsets of T. One concludes that, with respect to this set, ∫fφKdμ\int f \varphi_K d\mu converges to ∫fdμ\int f d\mu for the topology σ(F′∗,F′)\sigma({F'}^*, F'). Now,

∣⟨z′,∫fφKdμ⟩∣=∣∫⟨z′,f⟩φKdμ∣≤∫∣⟨z′,f⟩∣dμ, \left| \left\langle z', \int f \varphi_K d\mu \right\rangle \right| = \left| \int \langle z', f \rangle \varphi_K d\mu \right| \leq \int |\langle z', f \rangle| d\mu,

which proves that the set of elements ∫fφKdμ\int f \varphi_K d\mu is a bounded subset of FσF_\sigma, hence also of F (TVS, IV, §1, No. 1, Prop. 1). Proposition 7 is therefore a consequence of the following lemma:

Lemma 1

The closure in F′∗{F'}^* (for the topology σ(F′∗,F′)\sigma({F'}^*, F')) of every bounded subset of F is contained in the bidual F′′F''.

For, a bounded subset of F is contained in the polar (in F′′F'') of a neighborhood of 0 in the strong dual F′F' of F, hence is relatively compact in F′′F'' for σ(F′′,F′)\sigma(F'', F') (TVS, III, §3, No. 5, Prop. 7 and No. 4, Cor. 2 of Prop. 4); since σ(F′′,F′)\sigma(F'', F') is induced by σ(F′∗,F′)\sigma({F'}^*, F'), the lemma is proved.

Corollary

Suppose F is semi-reflexive, and let f be a scalarly essentially μ\mu-integrable mapping of T into F such that, for every compact subset K of T, f(K)f(K) is bounded. Then ∫fdμ\int f d\mu belongs to F.

For, every bounded subset of F is relatively weakly compact (TVS, IV, §2, No. 2, Th. 1), and F=F′′F = F''.

Proposition 8

Let μ\mu be a bounded positive measure on T, S a μ\mu-measurable set carrying μ\mu, f a μ\mu-measurable mapping of T into F, such that f(S)f(S) is contained in a complete, bounded, balanced convex subset B of F. Then, f is scalarly μ\mu-integrable and ∫fdμ∈μ(T)B⊂F\int f d\mu \in \mu(T)B \subset F.

Since S is μ\mu-integrable, there exists a partition of S formed by a μ\mu-negligible set N and a sequence (Kn)(K_n) of compact subsets such that the restriction of f to each KnK_n is continuous (Ch. IV, §4, No. 6, Cor. 3 of Th. 4 and §5, No. 1, Def. 1); f(Kn)f(K_n) is therefore a compact subset of FF. The closed, balanced convex envelope BnB_n of f(Kn)f(K_n) is then pre-compact (TVS, II, §4, No. 1, Prop. 3) and is contained in the complete subset BB of FF, therefore it is compact, and a fortiori weakly compact. Consequently (Cor. of Prop. 5) fφKnf \varphi_{K_n} is scalarly μ\mu-integrable, and

zn=∫fφKndμ∈μ(Kn)Bn⊂μ(Kn)B. z_n = \int f \varphi_{K_n} d\mu \in \mu(K_n)B_n \subset \mu(K_n)B .

For every continuous semi-norm pp on FF, it follows that

p(zn)≤μ(Kn)⋅sup⁡x∈Bp(x); p(z_n) \leq \mu(K_n) \cdot \sup_{x \in B} p(x) ;

since BB is bounded and since the series with general term μ(Kn)\mu(K_n) is convergent and has sum μ(T)\mu(T), one sees that the sequence with general term sn=z1+z2+⋯+zns_n = z_1 + z_2 + \cdots + z_n is a Cauchy sequence in the complete subset μ(T)B\mu(T)B of FF. This sequence therefore converges to an element ss of μ(T)B\mu(T)B; since one can suppose that f(t)=0f(t) = 0 on T−ST - S, Lebesgue’s theorem applied to each of the functions ⟨z′,f⟩\langle z', f \rangle (z′∈F′z' \in F') proves that s=∫fdμs = \int f d\mu.

3. Integrals of operators

Let GG and HH be two Hausdorff locally convex spaces over R\mathbf{R}, and suppose now that FF is the space L(G;H)\mathscr{L}(G; H) of continuous linear mappings of GG into HH, equipped with the topology of pointwise convergence. Every continuous linear form on FF may be extended to a continuous linear form on the product space HGH^G (TVS, II, §4, No. 1, Prop. 2), hence may be written u↦∑i=1n⟨u(ai),bi′⟩u \mapsto \sum_{i=1}^n \langle u(a_i), b'_i \rangle, where the aia_i (resp. the bi′b'_i) are elements of GG (resp. of the dual H′H' of HH). To say that a mapping UU of TT into FF is scalarly essentially μ\mu-integrable means that, for every a∈Ga \in G and every b∈H′b \in H', the numerical function t↦⟨U(t)⋅a,b′⟩t \mapsto \langle U(t) \cdot a, b' \rangle is essentially μ\mu-integrable.

Proposition 9

Let UU be a scalarly essentially μ\mu-integrable mapping of TT into F=Ls(G;H)F = \mathscr{L}_s(G; H). In order that ∫Udμ∈F\int U d\mu \in F, it is necessary and sufficient that the following two conditions be satisfied:

a) For every x∈Gx \in G, ∫(U(t)⋅x)dμ(t)∈H\int (U(t) \cdot x) d\mu(t) \in H.

b) For every equicontinuous subset B′B' of H′H', the set of linear forms uy′:x↦∫⟨U(t)⋅x,y′⟩dμ(t)u_{y'} : x \mapsto \int \langle U(t) \cdot x, y' \rangle d\mu(t), where y′y' runs over B′B', is equicontinuous.

The conditions a) and b) are necessary. For, since for every x∈Gx \in G, the mapping x~:V↦V⋅x\tilde{x} : V \mapsto V \cdot x of Ls(G;H)\mathscr{L}_s(G; H) into HH is linear, one sees (No. 1,

Prop. 1) that x~∘U:t↦U(t)⋅x\widetilde{\mathbf{x}} \circ U : t \mapsto U(t) \cdot \mathbf{x} is scalarly essentially μ\mu-integrable and that

(1)S⋅x=∫(U(t)⋅x) dμ(t), (1) \quad S \cdot \mathbf{x} = \int (U(t) \cdot \mathbf{x})\, d\mu(t),

where S=∫U dμ∈Ls(G;H)S = \int U\, d\mu \in \mathscr{L}_s(G; H). This proves a). Moreover, (1) may also be written

(2)⟨S⋅x,y′⟩=∫⟨U(t)⋅x,y′⟩ dμ(t)=⟨x,uy′⟩, (2) \quad \langle S \cdot \mathbf{x}, \mathbf{y}' \rangle = \int \langle U(t) \cdot \mathbf{x}, \mathbf{y}' \rangle\, d\mu(t) = \langle \mathbf{x}, u_{\mathbf{y}'} \rangle,

in other words tS⋅y′=uy′{}^t S \cdot \mathbf{y}' = u_{\mathbf{y}'}. Since SS is continuous, tS{}^t S transforms every equicontinuous subset of H′H' into an equicontinuous subset of G′G', whence b).

Conversely, suppose a) and b) verified. By virtue of a), the formula (1) defines a linear mapping SS of GG into HH, and, for every y′∈H′\mathbf{y}' \in H', this mapping satisfies (2) (No. 1, Prop. 1); but then, condition (b) says that SS is continuous (TVS, II, §6, No. 4, Props. 5 and 6, and III, §3, No. 5, Prop. 7), therefore S∈Ls(G;H)S \in \mathscr{L}_s(G; H). Finally, formula (2) proves that S=∫U dμS = \int U\, d\mu.

Corollary

— The condition b) of Prop. 9 is satisfied in each of the following two cases:

1∘1^\circ The measure μ\mu is bounded, and if SS is its support, then U(S)U(S) is an equicontinuous subset of L(G;H)\mathscr{L}(G; H).

2∘2^\circ The condition a) of Prop. 9 is satisfied, the space GG is barreled, and, for every compact subset KK of TT, U(K)U(K) is a bounded subset of Ls(G;H)\mathscr{L}_s(G; H).

Let us first place ourselves in case 1∘1^\circ. We can restrict ourselves to the case that S=TS = T (Ch. V, §7, No. 1, Th. 1). Then, for every equicontinuous subset B′B' of H′H', there exists an equicontinuous, convex, balanced and weakly closed subset A′⊂G′A' \subset G' such that tU(t)⋅y′∈A′{}^t U(t) \cdot \mathbf{y}' \in A' for all y′∈B′\mathbf{y}' \in B' and all t∈Tt \in T (TVS, II, §6, No. 4, Prop. 6). Since UU is scalarly μ\mu-integrable, the mapping t↦tU(t)⋅y′t \mapsto {}^t U(t) \cdot \mathbf{y}' of TT into the dual G′G' of GG equipped with σ(G′,G)\sigma(G', G), is scalarly μ\mu-integrable, and one may write

uy′=∫(tU(t)⋅y′) dμ(t). u_{\mathbf{y}'} = \int ({}^t U(t) \cdot \mathbf{y}')\, d\mu(t).

Since A′A' is convex and compact for σ(G′,G)\sigma(G', G), the Cor. of Prop. 5 of No. 2 shows that uy′∈μ(T)A′u_{\mathbf{y}'} \in \mu(T)A' for every y′∈B′\mathbf{y}' \in B', which proves our assertion.

Let us now place ourselves in case 2∘2^\circ. For every y′∈H′\mathbf{y}' \in H' and every compact subset KK of TT, set

uK,y′=∫φK(t)(tU(t)⋅y′) dμ(t), u_{K, \mathbf{y}'} = \int \varphi_K(t) ({}^t U(t) \cdot \mathbf{y}')\, d\mu(t),

an element of the algebraic dual G∗G^* of GG. Since GG is barreled, every bounded subset of Ls(G;H)\mathscr{L}_s(G; H) is equicontinuous (TVS, III, §4, No. 2, Th. 1); the first part of the argument, applied to the function φKU\varphi_K U and the bounded measure φK⋅μ\varphi_K \cdot \mu, shows that uK,y′∈G′u_{K, y'} \in G'. Moreover, for the topology σ(G∗,G)\sigma(G^*, G), one has uy′=lim⁡K=uK,y′u_{y'} = \lim_{K} = u_{K, y'}, the limit being taken with respect to the increasing directed set of compact subsets of TT (Ch. V, §1, No. 3, Prop. 10). To verify condition b) of Prop. 9, it suffices, by Prop. 9, to prove that the linear mapping SS of GG into HH defined by (1) is continuous; moreover, GG is barreled, therefore it will suffice to prove that SS is continuous when GG and HH are equipped with their weakened topologies (TVS, IV, §1, No. 3, Prop. 7); finally, by virtue of (2), one is reduced to showing that uy′∈G′u_{y'} \in G' for every y′∈H′y' \in H'. Since uy′u_{y'} is in the closure, for σ(G∗,G)\sigma(G^*, G), of the set M′M' of the uK,y′u_{K, y'}, where KK runs over the set of compact subsets of TT, it suffices to prove that M′M' is equicontinuous (TVS, III, §3, No. 4, Prop. 4); and since GG is barreled, it comes to the same to say that for every x∈Gx \in G, the set of ⟨x,uK,y′⟩\langle x, u_{K, y'} \rangle is bounded (TVS, III, §4, No. 2, Th. 1). But this follows at once from the relations

∣⟨x,uK,y′⟩∣=∣∫φK(t)⟨U(t)⋅x,y′⟩dμ(t)∣≤∫∣⟨U(t)⋅x,y′⟩∣dμ(t). |\langle x, u_{K, y'} \rangle| = \left| \int \varphi_K(t) \langle U(t) \cdot x, y' \rangle d\mu(t) \right| \leq \int |\langle U(t) \cdot x, y' \rangle| d\mu(t).

Proposition 10

— *Let UU be a mapping of TT into F=Ls(G;H)F = \mathscr{L}_s(G; H). In each of the following three cases, UU is scalarly essentially μ\mu-integrable and ∫Udμ∈Ls(G;H)\int U d\mu \in \mathscr{L}_s(G; H):

a) HH is quasi-complete, μ\mu is bounded and, if SS is its support, UU is μ\mu-measurable and U(S)U(S) is equicontinuous.

b) HH is semi-reflexive, μ\mu is bounded and, if SS is its support, UU is scalarly μ\mu-measurable and U(S)U(S) is equicontinuous.

c) HH is semi-reflexive, GG is barreled, UU is scalarly essentially μ\mu-integrable, and, for every compact subset KK of TT, U(K)U(K) is bounded.

The fact that UU is scalarly essentially integrable is obvious in all three cases; by virtue of Prop. 9 and its corollary, it suffices in each case to verify condition a) of Prop. 9. Now, this condition follows from Prop. 8 of No. 2 in the first case, and from the Cor. of Prop. 7 of No. 2 in the other two cases.

4. The property (GDF)

In this No. we are going to consider locally convex spaces FF having the following property (called the 'countably closed graph' property):⁶

⁶ Graphe dénombrablement fermé, whence the initials (GDF).

(GDF) If u is a linear mapping of F into a Banach space B such that, in the product space F × B, every limit of every convergent sequence of points of the graph Γ of u again belongs to Γ, then u is continuous.

Every Fréchet space has the property (GDF) (TVS, I, §3, No. 3, Cor. 5 of Th. 1). In the Appendix, we shall see other examples of spaces having the property (GDF).

Proposition 11

Every Hausdorff locally convex space F with the property (GDF) is barreled.

Let V be a barrel in F, q is gauge, which is a semi-norm on F; let H be the Hausdorff space associated with the space F equipped with the topology defined by this single semi-norm. The completion H^\widehat{H} of H is a Banach space; let π\pi be the canonical mapping of F into H^\widehat{H}; we are going to show that π\pi is continuous (for the original topology on F); this will establish the proposition, because V, the inverse image under π\pi of the unit ball of H^\widehat{H}, will then be a neighborhood of 0 in F. To establish the continuity of π\pi it will suffice, by virtue of (GDF), to show that the graph of π\pi is closed in F×H^F \times \widehat{H}; in other words, we must see that if F\mathscr{F} is a filter on F, convergent to x∈Fx \in F, and its image π(F)\pi(\mathscr{F}) converges to y∈H^y \in \widehat{H}, then y=π(x)y = \pi(x). Now, every element x′x' of the polar V∘V^\circ of V in F′F' may be extended in only one way to a continuous linear form on H^\widehat{H} (again denoted x′x'), and the set of these forms is the unit ball of the dual of H^\widehat{H}; it therefore suffices to show that ⟨y,x′⟩=⟨π(x),x′⟩\langle y, x' \rangle = \langle \pi(x), x' \rangle for every x′∈V∘x' \in V^\circ. But this follows from the relations

⟨y,x′⟩=lim⁡F⟨π(z),x′⟩=lim⁡F⟨z,x′⟩=⟨x,x′⟩=⟨π(x),x′⟩. \langle y, x' \rangle = \lim_{\mathscr{F}} \langle \pi(z), x' \rangle = \lim_{\mathscr{F}} \langle z, x' \rangle = \langle x, x' \rangle = \langle \pi(x), x' \rangle .

Theorem 1

(Gelfand–Dunford)—*Let F be a Hausdorff locally convex space having the property (GDF), Fs′F'_s its weak dual. For every mapping f of T into Fs′F'_s that is scalarly essentially μ\mu-integrable, the integral ∫fdμ\int f d\mu belongs to F′F'.

Recall that the dual of Fs′F'_s is F (TVS, II, §6, No. 2, Prop. 3). For every z∈Fz \in F, the numerical function ⟨z,f⟩\langle z, f \rangle is therefore essentially μ\mu-integrable; let θ(z)\theta(z) be its class in L1(μ)L^1(\mu). To show that ∫fdμ∈F′\int f d\mu \in F', one must establish that the linear form z↦⟨z,∫fdμ⟩z \mapsto \langle z, \int f d\mu \rangle is continuous on F; in fact, we are going to prove the following stronger result:

Lemma 2

Let f be a mapping of T into Fs′F'_s, such that for every z∈Fz \in F, the numerical function ⟨z,f⟩\langle z, f \rangle belongs to L‾p(μ)\overline{\mathscr{L}}^p(\mu) (1≤p≤+∞1 \leq p \leq +\infty); let θ(z)\theta(z) be the class of this function in Lp(μ)L^p(\mu). Then z↦θ(z)z \mapsto \theta(z) is a continuous linear mapping of F into Lp(μ)L^p(\mu).

By virtue of the (GDF) property, it suffices to show that for every sequence (zn)(z_n) of elements of F converging to zz, such that (θ(zn))(\theta(z_n)) converges to u∈Lp(μ)u \in L^p(\mu), one has u=θ(z)u = \theta(z). Now, replacing if necessary the sequence (zn)(z_n) by a subsequence, one can suppose that the sequence of functions ⟨zn,f⟩\langle z_n, f \rangle converges locally almost everywhere to a function h∈L‾p(μ)h \in \overline{\mathscr{L}}^p(\mu), with class uu in Lp(μ)L^p(\mu) (Ch. IV, §3, No. 4, Th. 3 and Ch. V, §1, No. 3). Since, by hypothesis, for every t∈Tt \in T the sequence (⟨zn,f(t)⟩)(\langle z_n, f(t) \rangle) converges to ⟨z,f(t)⟩\langle z, f(t) \rangle, we have h(t)=⟨z,f(t)⟩h(t) = \langle z, f(t) \rangle locally almost everywhere, consequently u=θ(z)u = \theta(z).

Corollary 1

Let GiG_i (1≤i≤n1 \leq i \leq n) be nn Hausdorff locally convex spaces having the property (GDF), and let FF be the space of separately continuous multilinear forms on ∏i=1nGi\prod_{i=1}^n G_i, equipped with the topology of pointwise convergence. For every mapping ff of TT into FF that is scalarly essentially μ\mu-integrable, one has ∫fdμ∈F\int f d\mu \in F.

The space FF is in duality with the tensor product ⨂i=1nGi\bigotimes_{i=1}^n G_i, and the topology of pointwise convergence on FF is none other than the topology σ(F,⨂i=1nGi)\sigma(F, \bigotimes_{i=1}^n G_i). The algebraic dual F′∗{F'}^* is therefore the space of all multilinear forms on ∏i=1nGi\prod_{i=1}^n G_i. Let z=(z1,…,zn)z = (z_1, \ldots, z_n) be an element of ∏i=1nGi\prod_{i=1}^n G_i; for every multilinear form u∈F′∗u \in {F'}^*, the mapping x↦u(z1,…,zi−1,x,zi+1,…,zn)x \mapsto u(z_1, \ldots, z_{i-1}, x, z_{i+1}, \ldots, z_n) is a linear form on GiG_i, which we shall denote by λi(z)(u)\lambda_i(z)(u); we thus obtain a linear mapping λi(z)\lambda_i(z) of F′∗{F'}^* into the algebraic dual Gi∗G_i^* of GiG_i, continuous for the topologies σ(F′∗,⨂i=1nGi)\sigma({F'}^*, \bigotimes_{i=1}^n G_i) and σ(Gi∗,Gi)\sigma(G_i^*, G_i). To say that u∈Fu \in F means that for every index ii and every z∈∏i=1nGiz \in \prod_{i=1}^n G_i, one has λi(z)(u)∈Gi′\lambda_i(z)(u) \in G_i'. Now, by Prop. 1 of No. 1, the mapping λi(z)\lambda_i(z) of FF is a scalarly essentially μ\mu-integrable mapping of TT into Gi′G_i' equipped with the topology σ(Gi′,Gi)\sigma(G_i', G_i), and

∫(λi(z)∘f)dμ=λi(z)(∫fdμ). \int (\lambda_i(z) \circ f) d\mu = \lambda_i(z) \left( \int f d\mu \right).
By Th. 1, ∫(λi(z)∘f)dμ∈Gi′\int (\lambda_i(z) \circ f) d\mu \in G_i' for 1≤i≤n1 \leq i \leq n, therefore ∫fdμ∈F\int f d\mu \in F.

Corollary 2

Let GG be a Hausdorff locally convex space having the property (GDF), and HH a semi-reflexive space whose strong dual Hb′H_b' has the property (GDF) (cf. App., No. 2, Prop. 3). Let FF be the space Ls(G;H)\mathscr{L}_s(G; H); for every mapping UU of TT into FF that is scalarly essentially μ\mu-integrable, the integral ∫Udμ\int U d\mu belongs to FF.

Since GG is barreled (Prop. 11), L(G;H)=L(Gσ;Hσ)\mathscr{L}(G; H) = \mathscr{L}(G_\sigma; H_\sigma) (TVS, IV, §1, No. 3, Prop. 7); moreover, one can replace F=Ls(G;H)F = \mathscr{L}_s(G; H) by the space Ls(Gσ;Hσ)\mathscr{L}_s(G_\sigma; H_\sigma), since the two spaces have the same dual G⊗H′G \otimes H' (TVS, II, §6, No. 2, Prop. 3, and the first paragraph of No. 3 above). If, for every u∈L(G;H)=L(Gσ;Hσ)u \in \mathscr{L}(G; H) = \mathscr{L}(G_\sigma; H_\sigma), one sets u~(x,y′)=⟨u(x,y′)⟩\tilde{u}(x, y') = \langle u(x, y') \rangle (for x∈Gx \in G, y' \in H' ), the linear mapping u↦u~u \mapsto \tilde{u} is a bijection of F onto the space F1F_1 of separately continuous bilinear forms on Gσ×Hs′G_\sigma \times H'_s, where Hs′H'_s denotes the dual H′H' equipped with the weak topology σ(H′,H)\sigma(H', H) (App., No. 1); moreover, this mapping is an isomorphism of Ls(Gσ;Hσ)\mathscr{L}_s(G_\sigma; H_\sigma) onto F1F_1 equipped with the topology of pointwise convergence (loc. cit.). But since by hypothesis H is the dual of Hb′H'_b, F1F_1 is also the space of separately continuous bilinear forms on G×Hb′G \times H'_b. Cor. 2 therefore follows from Cor. 1.

Note that Cor. 2 is applicable in particular when G is Banach space and H is a reflexive Banach space.

5. Measurable mappings and scalarly measurable mappings

If a mapping f of T into a Hausdorff locally convex space F is scalarly μ\mu-measurable, it does not in general follow that f is μ\mu-measurable (Exer. 12). Nevertheless:

Proposition 12

If F is a separable, metrizable locally convex space, then every scalarly μ\mu-measurable mapping f of T into F is μ\mu-measurable.

For, F may be regarded as a subspace of a countable product ∏nEn\prod_n E_n of Banach spaces (TVS, II, §1, No. 3, Prop. 3), and one can suppose that prn(F)\mathrm{pr}_n(F) is dense in EnE_n, which is therefore separable. For every n, the mapping prn∘f\mathrm{pr}_n \circ f is scalarly μ\mu-measurable, hence μ\mu-measurable (Ch. IV, §5, No. 5, Cor. 2 of Prop. 10), consequently f is μ\mu-measurable (Ch. IV, §5, No. 3, Th. 1).

Proposition 13

Let F be a locally convex space that is the direct limit of a sequence of separable, metrizable locally convex spaces FnF_n, F being the union of the FnF_n. Let F′F' be the dual of F, equipped with the topology σ(F′,F)\sigma(F', F). Then, every scalarly μ\mu-measurable mapping f of T into F′F' is μ\mu-measurable.

Suppose first that F is metrizable and separable, and let D be a countable dense set in F. Let (Vn)(V_n) be a decreasing fundamental sequence of balanced, convex, open neighborhoods of 0 in F; the polar sets Vn∘V_n^\circ are equicontinuous and their union is all of F′F'. Let Tn=f(Vn∘)T_n = f(V_n^\circ); the sequence (Tn)(T_n) is increasing and T=⋃TnT = \bigcup T_n; let us show that each of the TnT_n is μ\mu-*measurable*. Indeed, D∩VnnD \cap V_n^n is dense in VnV_n; for every y∈D∩Vny \in D \cap V_n, let SyS_y be the set of t∈Tt \in T such that ∣⟨y,f(t)⟩∣≤1|\langle y, f(t) \rangle| \leq 1; the hypothesis implies that each of the SyS_y is measurable, and TnT_n is the intersection of the countable family of the SyS_y (y∈D∩Vny \in D \cap V_n). This being so, for every compact subset K of T and every ε>0\varepsilon > 0, there exists an integer n such that μ(K−(K∩Tn))≤ε4\mu(K - (K \cap T_n)) \leq \frac{\varepsilon}{4}, then a compact subset K1K_1 of K∩TnK \cap T_n such that μ((K∩Tn)−K1)≤ε4\mu((K \cap T_n) - K_1) \leq \frac{\varepsilon}{4}; finally, there exists a compact subset K2K_2 of K1K_1 such that μ(K1−K2)≤ε2\mu(K_1 - K_2) \leq \frac{\varepsilon}{2} and such that the restrictions to K2K_2 of all of the functions ⟨y,f⟩\langle y, f \rangle, where y∈Dy \in D, are continuous (Ch. IV, §5, No. 1, Prop. 2). Since the set f(K2)⊂f(Tn)⊂Vn∘f(K_2) \subset f(T_n) \subset V_n^\circ is equicontinuous, the topology induced by σ(F′,F)\sigma(F', F) on f(K2)f(K_2) is identical to the topology of pointwise convergence in DD (GT, X, §2, No. 4, Th. 1); consequently, the restriction of ff to K2K_2 is continuous, whence our assertion in the first case.

Let us pass to the general case. If z′z' is a continuous linear form on FF, its restriction zn′z'_n to FnF_n is continuous; since F=⋃nFnF = \bigcup_n F_n, the dual F′F' of FF may be identified (algebraically) with a linear subspace of the product ∏nFn′\prod_n F'_n, and pr⁡nz′=zn′\operatorname{pr}_n z' = z'_n. Moreover, since each finite subset of FF is contained in one of the FnF_n, the topology σ(F′,F)\sigma(F', F) is none other than the topology induced by the product topology of the topologies σ(Fn′,Fn)\sigma(F'_n, F_n). This being so, if ff is scalarly μ\mu-measurable then pr⁡n∘f\operatorname{pr}_n \circ f is scalarly μ\mu-measurable, since for every t∈Tt \in T, pr⁡n(f(t))\operatorname{pr}_n(f(t)) is the restriction of f(t)f(t) to FnF_n. The first part of the proof shows that pr⁡n∘f\operatorname{pr}_n \circ f is μ\mu-measurable for every nn, therefore so is ff (Ch. IV, §5, No. 3, Th. 1).

6. Applications: I. Extension of a continuous function to a space of measures

Let TT be a locally compact space, FF a quasi-complete, Hausdorff locally convex space, and ff a continuous mapping of TT into FF; if μ\mu is a positive measure on TT, with compact support SS, then f(S)f(S) is compact; the closed convex envelope of f(S)f(S) is then compact (TVS, III, §1, No. 6), therefore ff is scalarly μ\mu-integrable and ∫f dμ∈F\int f \, d\mu \in F (No. 2, Cor. of Prop. 5). If now λ\lambda is any real measure with compact support, λ+\lambda^+ and λ−\lambda^- are positive measures with compact support; setting ∫f dλ=∫f dλ+−∫f dλ−\int f \, d\lambda = \int f \, d\lambda^+ - \int f \, d\lambda^-, one verifies immediately (using the relation (λ+μ)++λ−+μ−=λ++μ++(λ+μ)−(\lambda + \mu)^+ + \lambda^- + \mu^- = \lambda^+ + \mu^+ + (\lambda + \mu)^-) that λ↦∫f dλ\lambda \mapsto \int f \, d\lambda is a linear mapping of the space C′(T)\mathscr{C}'(T) of measures on TT with compact support, into the locally convex space FF.

Let us now observe that the space C′(T)\mathscr{C}'(T) may be identified with the dual of the space C(T)\mathscr{C}(T) of continuous numerical functions on TT (whence its notation), when C(T)\mathscr{C}(T) is equipped with the topology of compact convergence (which we shall always assume in this No. and in the following one): for, it is known on the one hand (Ch. IV, §4, No. 8, Prop. 14) that the measures on TT that can be extended to continuous linear forms on C(T)\mathscr{C}(T) are the measures with compact support, and conversely, the restriction to K(T)\mathscr{K}(T) of a continuous linear form on C(T)\mathscr{C}(T) is a measure (since the topology of K(T)\mathscr{K}(T) is finer than the one induced by the topology of C(T)\mathscr{C}(T)).

Proposition 14

Let T be a locally compact space, F a quasi-complete, Hausdorff locally convex space, and f a continuous mapping of T into F. If the space C′(T)\mathscr{C}'(T) of measures on T with compact support is equipped with the topology of uniform convergence in the compact subsets of C(T)\mathscr{C}(T), then the mapping λ↦∫fdλ\lambda \mapsto \int f d\lambda is the unique continuous linear mapping f~\tilde{f} of C′(T)\mathscr{C}'(T) into F such that f~(εt)=f(t)\tilde{f}(\varepsilon_t) = f(t) for every t∈Tt \in T.

To establish the uniqueness of the extension, it suffices to see that the point measures εt\varepsilon_t form a total set in C′(T)\mathscr{C}'(T); since the dual of C′(T)\mathscr{C}'(T) is C(T)\mathscr{C}(T) (TVS, IV, §1, No. 1, Th. 1), it suffices to observe that every function g∈C(T)g \in \mathscr{C}(T) that is orthogonal to all of the measures εt\varepsilon_t is equal to 0 by definition (TVS, IV, §1, No. 2, Prop. 2).

Let us now show that λ↦∫fdλ\lambda \mapsto \int f d\lambda is continuous. Let V be a closed, balanced convex neighborhood of 0 in F; it suffices to prove that there exists a relatively compact subset L of C(T)\mathscr{C}(T) such that the relations λ∈L∘\lambda \in L^\circ and z′∈V∘z' \in V^\circ imply ∣⟨∫fdλ,z′⟩∣≤1|\langle \int f d\lambda, z' \rangle| \leq 1, or again that ∣∫⟨f,z′⟩dλ∣≤1|\int \langle f, z' \rangle d\lambda| \leq 1. To this end, we are going to show that as z′z' runs over V∘V^\circ, the set L of numerical functions ⟨f,z′⟩\langle f, z' \rangle is relatively compact in C(T)\mathscr{C}(T). Since V∘V^\circ is bounded for σ(F′,F)\sigma(F', F), the supremum of the numbers ∣⟨f(t),z′⟩∣|\langle f(t), z' \rangle|, for t∈Tt \in T fixed and z′z' running over V∘V^\circ, is finite; by virtue of Ascoli’s theorem (GT, X, §2, No. 5, Cor. 2 of Th. 2), it therefore suffices to show that the set of ⟨f,z′⟩\langle f, z' \rangle (z′∈V∘z' \in V^\circ) is equicontinuous. But, for every t0∈Tt_0 \in T and every δ>0\delta > 0, there exists by hypothesis a neighborhood W of t0t_0 in T such that f(t)−f(t0)∈δVf(t) - f(t_0) \in \delta V for all t∈Wt \in W; it follows that ∣⟨f(t),z′⟩−⟨f(t0),z′⟩∣≤δ|\langle f(t), z' \rangle - \langle f(t_0), z' \rangle| \leq \delta for all t∈Wt \in W and all z′∈V∘z' \in V^\circ, which completes the proof.

Remark

— 1) The mapping t↦εtt \mapsto \varepsilon_t is a homeomorphism of T into the space C′(T)\mathscr{C}'(T); for, if L is a compact subset of C(T)\mathscr{C}(T), and t0∈Tt_0 \in T, there exists (GT, X, §2, No. 5, Cor. 3 of Th. 2) a neighborhood W of t0t_0 such that ∣g(t)−g(t0)∣≤1|g(t) - g(t_0)| \leq 1 for every t∈Wt \in W and every function g∈Lg \in L, therefore εt−εt0∈L∘\varepsilon_t - \varepsilon_{t_0} \in L^\circ for t∈Wt \in W, which proves the continuity of t↦εtt \mapsto \varepsilon_t (cf. Ch. IV, §4, No. 8, Prop. 15); one knows in addition that the inverse mapping is already continuous for the vague topology (Ch. III, §1, No. 9, Prop. 13), hence a fortiori for the topology of uniform convergence in the compact subset of C(T)\mathscr{C}(T). If one then identifies T with its image in C′(T)\mathscr{C}'(T) via t↦εtt \mapsto \varepsilon_t, one can say that λ↦∫fdλ\lambda \mapsto \int f d\lambda is the unique continuous extension of f to a linear mapping.

2) Note that in the proof of the continuity of λ↦∫fdλ\lambda \mapsto \int f d\lambda, we have not used the fact that F is quasi-complete. The conclusion of Prop. 14 is therefore still valid without this hypothesis, provided one knows in addition that ∫fdμ∈F\int f d\mu \in F for every positive measure μ\mu with compact support.

Suppose now that f(T)f(T) is a bounded subset of F. Then, for every bounded positive measure μ\mu on T, f is scalarly μ\mu-integrable and ∫fdμ∈F\int f d\mu \in F

(No. 2, Prop. 8). If λ\lambda is any bounded real measure on TT, then λ+\lambda^+ and λ−\lambda^- are bounded, and one sees immediately that λ↦∫f dλ\lambda \mapsto \int f\, d\lambda, defined as above, is a linear mapping of the space M1(T)\mathscr{M}^1(T) of bounded measures on TT, into the locally convex space FF, that obviously extends the mapping λ↦∫f dλ\lambda \mapsto \int f\, d\lambda of C′(T)\mathscr{C}'(T) into FF.

Proposition 15

Let TT be a locally compact space, FF a Hausdorff locally convex space that is quasi-complete, and ff a continuous mapping of TT into FF such that f(T)f(T) is bounded. If M1(T)\mathscr{M}^1(T) is equipped with its Banach space topology, then the linear mapping λ↦∫f dλ\lambda \mapsto \int f\, d\lambda of M1(T)\mathscr{M}^1(T) into FF is continuous.

For every closed, balanced, convex neighborhood VV of 0 in FF, there exists a ρ>0\rho > 0 such that f(T)⊂ρVf(T) \subset \rho V; the closed, balanced, convex envelope BB of f(T)f(T) is therefore contained in ρV\rho V, and it is complete by hypothesis. If then ∥λ∥≤1/ρ\| \lambda \| \leq 1/\rho, it follows from No. 2, Prop. 8, and the relation ∥λ∥=λ+(T)+λ−(T)\| \lambda \| = \lambda^+(T) + \lambda^-(T), that ∫f dλ∈B/ρ⊂V\int f\, d\lambda \in B/\rho \subset V.

7. Applications: II. Extension, to a space of measures, of a continuous function with values in a space of operators

Let GG be a Hausdorff locally convex space, HH a Hausdorff and quasi-complete locally convex space, and denote by FF the space L(G;H)\mathscr{L}(G; H) of continuous linear mappings of GG into HH, equipped with the topology of compact convergence. The space FF is not necessarily quasi-complete, and if t↦U(t)t \mapsto U(t) is a continuous mapping of TT into FF, and μ\mu is a positive measure on TT with compact support, one does not necessarily have ∫U dμ∈F\int U\, d\mu \in F (Exer. 27). However, if, for every compact subset KK of TT, U(K)U(K) is equicontinuous, then its balanced convex envelope in FF is also equicontinuous (TVS, III, §3, No. 4), and since HH is quasi-complete, the closure of this balanced convex envelope will be a complete subset of FF (TVS, III, §3, No. 8, Prop. 11); one will then indeed have ∫U dμ∈F\int U\, d\mu \in F (No. 2, Prop. 8).

The supplementary condition imposed on UU may be expressed otherwise:

Lemma 3

Let G,HG, H be two locally convex spaces, UU a mapping of a locally compact space TT into L(G;H)\mathscr{L}(G; H). The following conditions are equivalent: a) The mapping (t,x)↦U(t)⋅x(t, x) \mapsto U(t) \cdot x of T×GT \times G into HH is continuous. b) For every compact subset KK of TT, U(K)U(K) is equicontinuous, and there exists a total set D⊂GD \subset G such that for every x∈Dx \in D, the mapping t↦U(t)⋅xt \mapsto U(t) \cdot x is continuous on TT.

Moreover, when UU satisfies these conditions, UU is a continuous mapping of TT into L(G;H)\mathscr{L}(G; H) equipped with the topology of compact convergence.

To see that a) implies b), we observe that for every neighborhood VV of 0 in HH and every t∈Kt \in K, there exist by hypothesis a neighborhood LtL_t of tt in TT and a neighborhood WtW_t of 0 in GG such that the relations t′∈Ltt' \in L_t and x∈Wtx \in W_t imply U(t′)⋅x∈VU(t') \cdot x \in V. It suffices to cover KK with a finite number of neighborhoods LtiL_{t_i} and to take W=⋂iWtiW = \bigcap_i W_{t_i} in order to have U(t)⋅x∈VU(t) \cdot x \in V whenever t∈Kt \in K and x∈Wx \in W, which proves the equicontinuity of U(K)U(K).

Conversely, suppose b) is verified; it suffices to show that for every compact subset KK of TT, the mapping (t,x)↦U(t)⋅x(t, x) \mapsto U(t) \cdot x is continuous on K×GK \times G. Let M=U(K)M = U(K); since MM is equicontinuous, it follows that on MM, the topology of pointwise convergence in GG is identical to the topology of pointwise convergence in DD (GT, X, §2, No. 4, Th. 1); the hypothesis b) therefore implies that t↦U(t)t \mapsto U(t) is a continuous mapping of KK into L(G;H)\mathscr{L}(G; H) when L(G;H)\mathscr{L}(G; H) is equipped with the topology of pointwise convergence. On the other hand, (A,x)↦A⋅x(A, x) \mapsto A \cdot x is a continuous mapping of M×GM \times G into HH when MM is equipped with the topology of pointwise convergence (GT, X, §2, No. 1, Cor. 4 of Prop. 1). Since the mapping (t,x)↦U(t)⋅x(t, x) \mapsto U(t) \cdot x may be factored as (t,x)↦(U(t),x)↦U(t)⋅x(t, x) \mapsto (U(t), x) \mapsto U(t) \cdot x, we conclude that it is continuous.

Finally, the last assertion of the lemma follows from the fact that, on MM, the topology of compact convergence is identical to that of pointwise convergence (GT, X, §2, No. 4, Th. 1).

Thus, suppose that UU satisfies the conditions of Lemma 3; then (if HH is quasi-complete) one defines, as in No. 6, a linear mapping λ↦∫Udλ\lambda \mapsto \int U d\lambda of C′(T)\mathscr{C}'(T) into F=L(G;H)F = \mathscr{L}(G; H). We set U(λ)=∫UdλU(\lambda) = \int U d\lambda.

Proposition 16

— Let G,HG, H be two Hausdorff locally convex spaces, with HH assumed to be quasi-complete. Let UU be a mapping of TT into L(G;H)\mathscr{L}(G; H) such that (t,x)↦U(t)⋅x(t, x) \mapsto U(t) \cdot x is a continuous mapping of T×GT \times G into HH. Then the bilinear mapping (λ,x)↦U(λ)⋅x(\lambda, x) \mapsto U(\lambda) \cdot x of C′(T)×G\mathscr{C}'(T) \times G into HH is hypocontinuous relative to the equicontinuous subsets of C′(T)\mathscr{C}'(T) and the compact subsets of GG (which implies that the linear mapping λ↦U(λ)\lambda \mapsto U(\lambda) of C′(T)\mathscr{C}'(T) into FF is continuous).

The continuity of λ↦U(t)\lambda \mapsto U(t) as a mapping of C′(T)\mathscr{C}'(T) into FF follows from Lemma 3 and Remark 2 following Prop. 14 of No. 6. Thus, it remains to prove that for every closed, balanced, convex neighborhood VV of 0 in HH and for every equicontinuous subset NN of C′(T)\mathscr{C}'(T), there exists a neighborhood WW of 0 in GG such that the relations x∈W,λ∈Nx \in W, \lambda \in N imply that U(λ)⋅x∈VU(\lambda) \cdot x \in V. One can suppose that N=S∘N = S^\circ, where SS is a neighborhood of 0 in C(T)\mathscr{C}(T), consequently one can suppose that SS is the set of functions g∈C(T)g \in \mathscr{C}(T) such that ∣g(t)∣≤1|g(t)| \leq 1 on a compact subset KK of TT. It suffices to show that

|⟨U(λ) · x, x′⟩| ≤ 1 for x ∈ W, x′ ∈ V° and λ ∈ S°. Now, since U(K) is equicontinuous, there exists a neighborhood W of 0 in G such that the relations t ∈ K, x ∈ W imply U(t) · x ∈ V; the relations x ∈ W, x′ ∈ V° therefore imply that the function t ↦ ⟨U(t) · x, x′⟩ belongs to S, hence that |⟨U(t) · x, x′⟩| = |∫⟨U(t) · x, x′⟩ dλ(t)| ≤ 1 by the definition of S°.

Let us now assume that U is a continuous mapping of T into F and, moreover, that U(T) is equicontinuous. Then, the same reasoning as above shows (since H is quasi-complete) that for every bounded positive measure μ on T, ∫ U dμ ∈ F. One can therefore define, as above, a linear mapping λ ↦ ∫ U dλ = U(λ) of M^1(T) into F that extends the analogous mapping of C'(T) into F. Moreover, for every closed, balanced, convex neighborhood V of 0 in H, there exists by hypothesis a neighborhood W of 0 in G such that for every x ∈ W and every t ∈ T, one has U(t) · x ∈ V, consequently (since V is weakly closed) ∫ (U(t) · x)dλ(t) ∈ ||λ|| · V (No. 2, Prop. 5). In other words:

Proposition 17

— Let G, H be two Hausdorff locally convex spaces, with H assumed to be quasi-complete. Let U be a mapping of T into L(G; H) such that (t, x) ↦ U(t) · x is continuous on T × G, and U(T) is equicontinuous. Then, if M^1(T) is equipped with its Banach space topology, the bilinear mapping (λ, x) ↦ U(λ) · x of M^1(T) × G into H is continuous (which implies, in particular, that the linear mapping λ ↦ U(λ) of M^1(T) into L(G; H) is continuous when L(G; H) is equipped with the topology of bounded convergence).

Proposition 18

— Let G_1, G_2, H_1, H_2 be four Hausdorff locally convex spaces, with H_1 and H_2 assumed to be quasi-complete. Let A : G_1 → G_2 and B : H_1 → H_2 be two continuous linear mappings. Let U_1 : T → L(G_1; H_1), U_2 : T → L(G_2; H_2) be two mappings satisfying the conditions of Prop. 16 (resp. Prop. 17), and suppose that for every t ∈ T, B ◦ U_1(t) = U_2(t) ◦ A. Then, for every measure with compact support (resp. every bounded measure) λ on T, B ◦ U_1(λ) = U_2(λ) ◦ A.

Indeed, for every x ∈ G_1, one has (No. 1, Prop. 1)

(B∘U1(λ))⋅x=∫((B∘U1(t))⋅x)dλ(t) (B \circ U_1(\lambda)) \cdot x = \int \left( (B \circ U_1(t)) \cdot x \right) d\lambda(t)
=∫((U2(t)∘A)⋅x)dλ(t)=U2(λ)⋅(A⋅x). = \int \left( (U_2(t) \circ A) \cdot x \right) d\lambda(t) = U_2(\lambda) \cdot (A \cdot x).

Remark 1

Suppose that G and H are Banach spaces, and let U be a mapping of T into L(G; H) such that (t, x) ↦ U(t) · x is continuous on T × G. Note that this implies that the finite function t ↦ \|U(t)\| is bounded on every compact subset of T and lower semi-continuous on T, being the upper envelope of the continuous functions t↦∣U(t)⋅x∣t \mapsto |U(t) \cdot x| as xx runs over the ball ∣x∣≤1|x| \leq 1 in G. Set h(t)=∥U(t)∥h(t) = \| U(t) \|. Then, for every positive measure μ\mu on T such that hh is μ\mu-integrable, we again have ∫Udμ∈L(G;H)\int U d\mu \in \mathscr{L}(G; H). For, the measure ν=h⋅μ\nu = h \cdot \mu is bounded by hypothesis; there therefore exists a partition of T formed by a ν\nu-negligible set N and a sequence (Kn)(K_n) of compact subsets. The argument made at the beginning of this No., applied to the measure φKn⋅μ\varphi_{K_n} \cdot \mu, shows that

An=∫φKnU dμ∈F=L(G;H), A_n = \int \varphi_{K_n} U \, d\mu \in F = \mathscr{L}(G; H),

and, moreover (No. 2, Prop. 6), ∥An∥≤∫φKn∥U∥ dμ≤ν(Kn)\| A_n \| \leq \int \varphi_{K_n} \| U \| \, d\mu \leq \nu(K_n). The series with general term AnA_n is therefore absolutely convergent in the Banach space L(G;H)\mathscr{L}(G; H), and it is immediate that its sum is ∫U dμ\int U \, d\mu and that ∥∫U dμ∥≤∫∥U∥ dμ\| \int U \, d\mu \| \leq \int \| U \| \, d\mu.

Remark 2

Suppose that G=HG = H is quasi-complete and that UU satisfies the hypotheses of Prop. 16. Let M be a dense subset of the space C′(T)\mathscr{C}'(T), for the weak topology σ(C′(T),C(T))\sigma(\mathscr{C}'(T), \mathscr{C}(T)), and let X be a closed linear subspace of H such that U(λ)(X)⊂XU(\lambda)(X) \subset X for every measure λ∈M\lambda \in M. Then also U(t)(X)⊂XU(t)(X) \subset X for every t∈Tt \in T: indeed, for every x∈Xx \in X and every x′∈H′x' \in H' orthogonal to X, by hypothesis ⟨U(λ)⋅x,x′⟩=0\langle U(\lambda) \cdot x, x' \rangle = 0 for all λ∈M\lambda \in M, which may be written ∫⟨U(t)⋅x,x′⟩ dμ(t)=0\int \langle U(t) \cdot x, x' \rangle \, d\mu(t) = 0. The continuous function t↦⟨U(t)⋅x,x′⟩t \mapsto \langle U(t) \cdot x, x' \rangle, being orthogonal to M, is therefore 0, which yields ⟨U(t)⋅x,x′⟩=0\langle U(t) \cdot x, x' \rangle = 0 for every x′∈X∘x' \in X^\circ, whence U(t)⋅x∈XU(t) \cdot x \in X for all t∈Tt \in T and x∈Xx \in X, and this proves our assertion.

Exercises

See the exercises for § 1.

Transcribed from the printed volume. Not translated.