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Michael selections and Castaing representations with càdlàg functions

Ari-Pekka Perkkiö Department of Mathematics, Ludwig Maximilians Universität München, Theresienstr. 39, 80333 München, Germany.    Erick Treviño-Aguilar Instituto de Matemáticas, Unidad Cuernavaca, Universidad Nacional Autónoma de México.
Abstract

Michael’s selection theorem implies that a closed convex nonempty-valued mapping from the Sorgenfrey line to a euclidean space is inner semicontinuous if and only if the mapping can be represented as the image closure of right-continuous selections of the mapping. This article gives necessary and sufficient conditions for the representation to hold for cadlag selections, i.e., for selections that are right-continuous and have left limits. The characterization is motivated by continuous time stochastic optimization problems over cadlag processes. Here, an application to integral functionals of cadlag functions is given.

Keywords. càdlàg functions, Castaing representations, Michael selection theorem, set-valued analysis.

AMS subject classification codes. 46N10, 60G07

1 Introduction

The celebrated Michaels’ selection theorem [4, Theorem 3.2”] characterizes in a T1T_{1} topological space (X,τ)(X,\tau) the property of paracompactness through the existence of a continuous selection for each mapping Γ:X\rightrightarrowsY\Gamma:X\rightrightarrows Y which is convex closed valued in a fixed Banach space YY and satisfies the minimal continuity condition of inner-semicontinuity (this was called lower semicontinuity in [4]). Once the existence of a continuous selection is established it is natural to ask if

Γt=cl{𝚢(t)𝚢C(Γ,τ)},\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in C(\Gamma,\tau)\},

where C(Γ,τ)C(\Gamma,\tau) is the set of selections of Γ\Gamma which are continuous with respect to τ\tau. For this representation problem, [4, Lemma 5.2] provides a positive answer for perfectly normal topological spaces and separable Banach spaces.

For the applications of stochastic processes and the construction of paths with specific properties, the case X=[0,T]X=[0,T] for T>0T>0 and Y=\mathbbRdY=\mathbb{R}^{d} is relevant. Take a a convex closed-valued mapping Γ:[0,T]\rightrightarrows\mathbbRd\Gamma:[0,T]\rightrightarrows\mathbb{R}^{d}. Consider the euclidean topology τe\tau_{e} in \mathbbR\mathbb{R} relativized to [0,T][0,T] and assume that Γ\Gamma is τe\tau_{e} inner-semicontinuous. Then [4, Theorem 3.2”] guarantees the existence of a τe\tau_{e} continuous selection of Γ\Gamma and [4, Lemma 5.2] a representation with τe\tau_{e} continuous selections. Applied to the Sorgenfrey arrow topology τr\tau_{r} relativized to [0,T][0,T] and assuming that Γ\Gamma is τr\tau_{r} inner-semicontinuous, gives the representation

Γt=cl{𝚢(t)𝚢C(Γ,τr)},\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in C(\Gamma,\tau_{r})\},

where C(Γ,τr)C(\Gamma,\tau_{r}) denotes the family of selections of Γ\Gamma which are continuous with respect to τr\tau_{r}. Continuous functions in τr\tau_{r} are right-continuous in the usual sense.

In many applications of stochastic processes it is usual to work with paths lying between continuous and right-continuous paths, namely, with right continuous paths having left limits (abrv. càdlàg). In this case, the mapping Γ\Gamma having a representation with càdlàg selections will satisfy other properties beyond inner-semicontinuity with respect to a given topology. The aim of this article is to formulate and characterize an equivalent property for a mapping having a representation with càdlàg selections.

Our motivation comes from continuous time stochastic optimization, especially stochastic singular control. In a series of articles, Rockafellar studied continuous selections and integral functionals of continuous functions and gave applications to convex duality in optimal control and in problems of Bolza; see the review article [13]. The article [6] builds on Rockafellars results and studies the stochastic setting of ”regular” stochastic processes. Here, we extend the theoretical background to a deterministic setting with càdlàg functions. This forms a starting point of the companion paper [9] that deals with integral functionals of general càdlàg stochastic processes and allows us to go beyond the scope of [6]. The follow-up papers [10, 11] give applications to finance and stochastic singular control.

The rest of the article is organized as follows. In Section 2, we introduce notations, assumptions and basic concepts. Specially, here we formulate the main assumption that allows us to obtain existence of càdlàg selections and a representation of Γ\Gamma through them; see \threfass. In this same section we formulate our main result, the Theorem 2. In Section 3, we prove that the conditions in Theorem 2 are necessary for a representation of a mapping Γ\Gamma in terms of its càdlàg selections. The most relevant part being that a representation with càdlàg selections implies \threfass. In Section 4, we show that Γ\Gamma coincides outside a countable set with its mapping of left limits. This result will allow us to obtain a càdlàg selection which is continuous outside a countable set depending only on the mapping. In Section 5, we prove two results that yield the sufficiency in Theorem 2, these results are Theorem 9 and Proposition 10. In Section 6, we illustrate with examples our main result, Theorem 2. In Section 7, we give an application to integral functionals of cadlag functions.

2 Notations and main theorem

Let \mathbbB\mathbb{B} be the open unit ball of \mathbbRd\mathbb{R}^{d}, T>0T>0, and 𝖣\mathsf{D} the class of càdlàg functions 𝚢:[0,T]\mathbbRd\mathtt{y}:[0,T]\to\mathbb{R}^{d}. We denote by τr\tau_{r} the topology on \mathbbR\mathbb{R} generated by the intervals of the form [a,b)[a,b) with a<ba<b, and by τl\tau_{l} the topology on \mathbbR\mathbb{R} generated by the intervals (a,b](a,b]. Throughout the article, we fix a convex-valued mapping Γ:[0,T]\rightrightarrows\mathbbRd\Gamma:[0,T]\rightrightarrows\mathbb{R}^{d}. The set

domΓ:={t[0,T]Γt}\mathop{\rm dom}\nolimits\Gamma:=\{t\in[0,T]\mid\Gamma_{t}\neq\emptyset\}

is the domain of Γ\Gamma. A set-valued mapping is said to have full domain if its domain is the whole [0,T][0,T].

The set 𝖣(Γ)\mathsf{D}(\Gamma) is the class of functions 𝚢𝖣\mathtt{y}\in\mathsf{D} such that 𝚢(t)Γt\mathtt{y}(t)\in\Gamma_{t} for all t[0,T]t\in[0,T]. In other words, 𝖣(Γ)\mathsf{D}(\Gamma) is the class of càdlàg selections of Γ\Gamma. In this article, our main result establishes an equivalent condition for the validity of the representation

Γt=cl{𝚢(t)𝚢𝖣(Γ)}.\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\}. (1)

We call (1) the càdlàg representation of Γ\Gamma. If the representation holds, Proposition 10 below shows that there exists a countable family {𝚢ν(t)}ν\mathbbN\{\mathtt{y}_{\nu}(t)\}_{\nu\in\mathbb{N}} of càdlàg selections with

Γt=cl{𝚢ν(t),ν\mathbbN}.\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}_{\nu}(t),\nu\in\mathbb{N}\}.

If this representation holds for selections that are merely measurable, we arrive at a Castaing representation of Γ\Gamma; see, e.g., [14]. Hence, we obtain a Castaing representation with càdlàg functions.

In the next definition we recall inner-semicontinuity that is necessary for the representation (1). Example 1 below shows it is not sufficient.

Definition 1.

A mapping ϕ\phi is inner-semicontinuous with respect to the relative τr\tau_{r} topology in [0,T][0,T], if for each open O\mathbbRdO\subset\mathbb{R}^{d}, the set

ϕ1(O):={t[0,T]Oϕt}\phi^{-1}(O):=\{t\in[0,T]\mid O\cap\phi_{t}\neq\emptyset\}

is the intersection of [0,T][0,T] with a τr\tau_{r}-open set, or briefly, it is relatively τr\tau_{r}-open. This property will be denoted by τr\tau_{r}-isc.

Example 1.

The mapping ϕ:[0,π]\rightrightarrows\mathbbR\phi:[0,\pi]\rightrightarrows\mathbb{R} defined for t[0,π)t\in[0,\pi) by ϕt:={sin(1/(πt))}\phi_{t}:=\{\sin(1/(\pi-t))\} and ϕπ={2}\phi_{\pi}=\{2\} shows that the property in Definition 1 is not sufficient for the representation (1). Indeed, ϕ\phi is τr\tau_{r}-isc but (1) fails.

As suggested by the previous example, left sided limits of a mapping are an essential element to the characterization of the representation (1). They are defined as follows. For a mapping ϕ:[0,T]\rightrightarrows\mathbbRd\phi:[0,T]\rightrightarrows\mathbb{R}^{d} let ϕ0:={0}\vec{\phi}_{0}:=\{0\} and

ϕt\displaystyle\vec{\phi}_{t} :=lim infs\upuparrowstϕs={tn}n\mathbbNlim infnϕtn,\displaystyle:=\liminf_{s\upuparrows t}\phi_{s}=\bigcap_{\{t_{n}\}_{n\in\mathbb{N}}}\liminf_{n\to\infty}\phi_{t_{n}},

where the limits are in the sense of [14, Section 5.B] and the intersection is over all strictly increasing sequences {tn}n\mathbbN\{t_{n}\}_{n\in\mathbb{N}} converging to tt. Consistent with ϕ0:={0}\vec{\phi}_{0}:=\{0\} we define for a càdlàg function 𝚢\mathtt{y} the left limit 𝚢(0):=0\mathtt{y}(0-):=0.

We state a basic property of Γ\vec{\Gamma} which follows directly from its definition. It is however quite useful and we formulate it as a lemma for reference. Note the roles of Γ1\vec{\Gamma}^{-1} and Γ1\Gamma^{-1}.

Lemma 1.

Assume the mapping Γ\vec{\Gamma} has a full domain. Let O\mathbbRdO\subseteq\mathbb{R}^{d} be open with Γ1(O)\vec{\Gamma}^{-1}(O)\neq\emptyset. For tΓ1(O)(0,T]t\in\vec{\Gamma}^{-1}(O)\cap(0,T] there exists δ>0\delta>0 such that (tδ,t)Γ1(O)(t-\delta,t)\subset\Gamma^{-1}(O).

Proof.

Assume for a contradiction that an strictly increasing sequence {tn}n\mathbbN[0,T]Γ1(O)\{t_{n}\}_{n\in\mathbb{N}}\subset[0,T]\setminus\Gamma^{-1}(O) exists converging to tt. Take yOΓty\in O\cap\vec{\Gamma}_{t} and η>0\eta>0 such that y+2η\mathbbBOy+2\eta\mathbb{B}\subset O. Then d(y,Γtn)ηd(y,\Gamma_{t_{n}})\geq\eta and there is no sequence {yn}n\mathbbN\{y_{n}\}_{n\in\mathbb{N}} with ynΓtny_{n}\in\Gamma_{t_{n}} converging to yy, a contradiction with the definition of Γ\vec{\Gamma}. ∎

We show in Lemma 7 below that domΓ=[0,T]\mathop{\rm dom}\nolimits\vec{\Gamma}=[0,T], where domΓ\mathop{\rm dom}\nolimits\vec{\Gamma} denotes the domain of Γ\vec{\Gamma}, is sufficient for the existence of selections of the “ϵ\epsilon-fattening” Γ+ϵ\mathbbB\Gamma+\epsilon\mathbb{B}. We call selections of the ϵ\epsilon-fattening as ϵ\epsilon-selections. Note that the mapping ϕ\phi in Example 1 fails this property since ϕ\vec{\phi} is empty at TT. For actual selections we verify in Proposition 3 below that the stronger property of the next assumption is necessary. In Theorem 9 and Proposition 10 we will prove it is also sufficient.

Assumption 1.
\thlabel

ass For every t(0,T]t\in(0,T] and bounded open set O\mathbbRdO\subset\mathbb{R}^{d},

(tδ,t)Γ1(O) for some δ>0ΓO at t.(t-\delta,t)\subset\Gamma^{-1}(O)\mbox{ for some }\delta>0\implies\overrightarrow{\Gamma\cap O}\neq\emptyset\mbox{ at }t.

The assumption rules out “oscillations from the left”. For instance, the wildly oscillating mapping ϕ\phi in Example 1 does not satisfy the above assumption.

Remark 1.

Note that \threfass implies tΓ1(clO)t\in\vec{\Gamma}^{-1}(\mathop{\rm cl}\nolimits O), but tΓ1(O)t\in\vec{\Gamma}^{-1}(O) does not need not hold. Indeed, defining

ϕ:={[0,1t] for t[0,1){2} for t=1,\phi:=\begin{cases}[0,1-t]&\mbox{ for }t\in[0,1)\\ \{2\}&\mbox{ for }t=1,\end{cases}

and choosing O=(0,1)O=(0,1), we have ϕ1(O)=[0,1)\phi^{-1}(O)=[0,1) while 1ϕ1(O)1\notin\vec{\phi}^{-1}(O) and 1ϕ1(clO)1\in\vec{\phi}^{-1}(\mathop{\rm cl}\nolimits O). Note that ϕ\phi has the representation (1).

The next theorem is the main result of the article. The necessity is established in Proposition 3 while the sufficiency is obtained from Theorem 9 and Proposition 10.

Theorem 2.

Assume that Γ\Gamma is closed convex-valued with full domain. Then

Γt=cl{𝚢(t)𝚢𝖣(Γ)}\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\}

if and only if Γ\Gamma is τr\tau_{r}-isc, Γ\vec{\Gamma} has full domain and \threfass holds. In this case,

Γt=cl{𝚢(t)𝚢𝖣(Γ) continuous on [0,T]D1},\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\mbox{ continuous on }[0,T]\setminus D_{1}\},

where D1D_{1} is the countable set defined by

D1:={t(0,T]ΓtΓt}.D_{1}:=\{t\in(0,T]\mid\Gamma_{t}\not\subset\vec{\Gamma}_{t}\}.

3 Necessity of the càdlàg representation

It is clear that the cadlag representation (1) implies that Γ\Gamma is a closed-valued mapping with full domain and that Γ\Gamma is τr\tau_{r}-isc. Furthermore, Γ\vec{\Gamma} must have full domain. It is less obvious that the representation (1) yields \threfass.

Proposition 3.

If the representation (1) holds, then Γ\Gamma satisfies \threfass.

Proof.

Take t(0,T]t\in(0,T] and an open set O\mathbbRdO\subset\mathbb{R}^{d}. Assume that [tδ,t)Γ1(O)[t-\delta,t)\subset\Gamma^{-1}(O) for some δ>0\delta>0. For z(tδ,t)z\in(t-\delta,t) denote by 𝖣(ΓO,z)\mathsf{D}(\Gamma\cap O,z) the càdlàg selections 𝚢𝖣(Γ)\mathtt{y}\in\mathsf{D}(\Gamma) with the further property that 𝚢(s)O\mathtt{y}(s)\in O for s[tδ,z)s\in[t-\delta,z). Define the set

A:={z(tδ,t)𝖣(ΓO,z)}.A:=\{z\in(t-\delta,t)\mid\mathsf{D}(\Gamma\cap O,z)\neq\emptyset\}.

Claim: AA is non-empty and for z:=supAz^{*}:=\sup A we have z=tz^{*}=t. After the claim there exists a càdlàg function 𝚢𝖣(Γ)\mathtt{y}\in\mathsf{D}(\Gamma) with 𝚢(z)ΓzO\mathtt{y}(z)\in\Gamma_{z}\cap O for z[tδ,t)z\in[t-\delta,t). Then, 𝚢(t)Θt\mathtt{y}(t-)\in\vec{\Theta}_{t} where Θ=ΓO\Theta=\Gamma\cap O proving the proposition.

Now we verify the claim. Take yΓtδOy\in\Gamma_{t-\delta}\cap O and ϵ>0\epsilon>0 such that y+ϵ\mathbbBOy+\epsilon\mathbb{B}\subset O. Let 𝚢D(Γ)\mathtt{y}\in D(\Gamma) be such that 𝚢(tδ)Γtδ(y+ϵ\mathbbB)\mathtt{y}(t-\delta)\in\Gamma_{t-\delta}\cap(y+\epsilon\mathbb{B}). There exists η(0,δ)\eta\in(0,\delta) such that 𝚢(z)y+ϵ\mathbbB\mathtt{y}(z)\in y+\epsilon\mathbb{B} for z[tδ,tδ+η)z\in[t-\delta,t-\delta+\eta) since 𝚢\mathtt{y} is right continuous. Then, 𝚢D(ΓO,tδ+η)\mathtt{y}\in D(\Gamma\cap O,t-\delta+\eta) showing that (tδ+η)A(t-\delta+\eta)\in A. Thus, AA is nonempty. Now assume that z<tz^{*}<t, let 𝚢𝖣(ΓO,z)\mathtt{y}\in\mathsf{D}(\Gamma\cap O,z^{*}). By the same argument as before we can find a function 𝗀𝖣(Γ)\mathsf{g}\in\mathsf{D}(\Gamma) with 𝗀(z)ΓzO\mathsf{g}(z)\in\Gamma_{z}\cap O for z[z,z+δ)z\in[z^{*},z^{*}+\delta^{\prime}) and some δ>0\delta^{\prime}>0. Thus, (z+δ)tA(z^{*}+\delta^{\prime})\wedge t\in A with function 𝚢1[0,z)+𝗀1[z,T]\mathtt{y}1_{[0,z^{*})}+\mathsf{g}1_{[z^{*},T]}, contradicting the definition of zz^{*}. Hence z=tz^{*}=t and the proof is complete. ∎

4 Inner-semicontinuity from the left and right

In this section we assume that Γ\Gamma is τr\tau_{r}-isc and closed-valued. We show that Γ\Gamma is equal to Γ\vec{\Gamma} except for a countable set. In particular Γ\Gamma, being a τr\tau_{r}-isc mapping is also isc from both sides, or more precisely τe\tau_{e}-isc, except for a countable set. This property will allow us to obtain a càdlàg selection which is continuous outside a countable set depending only on Γ\Gamma.

We start with the next lemma showing that Γt\Gamma_{t} is a subset of Γt\vec{\Gamma}_{t} for tt outside a countable set depending only on Γ\Gamma.

Lemma 4.

The set

D1:={t(0,T]ΓtΓt}.D_{1}:=\{t\in(0,T]\mid\Gamma_{t}\not\subset\vec{\Gamma}_{t}\}.

is countable.

Proof.

Let 𝒜\mathcal{A} be a countable family of open sets generating the euclidean topology τe\tau_{e} of \mathbbRd\mathbb{R}^{d}. For all tD1t\in D_{1} there exists At𝒜A_{t}\in\mathcal{A} with AtΓtA_{t}\cap\Gamma_{t}\neq\emptyset and a strictly increasing sequence zn\upuparrowstz_{n}\upuparrows t such that clAtΓzn=\mathop{\rm cl}\nolimits A_{t}\cap\Gamma_{z_{n}}=\emptyset. We check this claim. By way of contradiction assume that for each A𝒜A\in\mathcal{A} with AΓtA\cap\Gamma_{t}\neq\emptyset it happens that for each strictly increasing sequence zn\upuparrowstz_{n}\upuparrows t there exists nA0n_{A}\geq 0 such that for nnAn\geq n_{A} we have clAΓzn\mathop{\rm cl}\nolimits A\cap\Gamma_{z_{n}}\neq\emptyset. Let us check that in this case we have ΓtΓt\Gamma_{t}\subset\vec{\Gamma}_{t}. To this end, take yΓty\in\Gamma_{t}. For ϵ>0\epsilon>0 let Aϵ𝒜A_{\epsilon}\in\mathcal{A} be such that yAϵy\in A_{\epsilon} and clAϵy+ϵ\mathbbB\mathop{\rm cl}\nolimits A_{\epsilon}\subset y+\epsilon\mathbb{B}. For a sequence zn\upuparrowstz_{n}\upuparrows t there exists nϵ0n_{\epsilon}\geq 0 such that for nnϵn\geq n_{\epsilon} we have clAϵΓzn\mathop{\rm cl}\nolimits A_{\epsilon}\cap\Gamma_{z_{n}}\neq\emptyset. Thus, it is possible to construct a sequence {yn}n\mathbbN\{y_{n}\}_{n\in\mathbb{N}} converging to yy with ynΓzny_{n}\in\Gamma_{z_{n}}. Hence ylim infnΓzny\in\liminf_{n}\Gamma_{z_{n}}. It follows that yΓty\in\vec{\Gamma}_{t} since the sequence was arbitrary.

Now assume for a contradiction that D1D_{1} is uncountable. Then, there exists an infinite subset D0D1D_{0}\subset D_{1} and A~𝒜\tilde{A}\in\mathcal{A} such that At=A~A_{t}=\tilde{A} for all tD0t\in D_{0}. Moreover, there exists a point t0D0t_{0}\in D_{0} and a strictly decreasing sequence {tn}n\mathbbND0\{t_{n}\}_{n\in\mathbb{N}}\subset D_{0} converging from the right to t0t_{0}, since D1D_{1} is uncountable. To verify the latter elementary fact, if there are no right limit points of D1D_{1} then for each tD1{T}t\in D_{1}\setminus\{T\} there exists δt>0\delta_{t}>0 such that (t,t+δt)[0,T](t,t+\delta_{t})\subset[0,T] and (t,t+δt)D1=(t,t+\delta_{t})\cap D_{1}=\emptyset. This produces a summable uncountable series of strictly positive numbers which is impossible.

As a consequence, for each nn there exists a strictly increasing sequence {zn,k}k\mathbbN\{z_{n,k}\}_{k\in\mathbb{N}} converging to tnt_{n} with clA~Γzn,k=\mathop{\rm cl}\nolimits\tilde{A}\cap\Gamma_{z_{n,k}}=\emptyset, A~Γtn\tilde{A}\cap\Gamma_{t_{n}}\neq\emptyset and tn+1<zn,k<tnt_{n+1}<z_{n,k}<t_{n}. Hence zn,1\downdownarrowst0z_{n,1}\downdownarrows t_{0} while clA~Γzn,1=\mathop{\rm cl}\nolimits\tilde{A}\cap\Gamma_{z_{n,1}}=\emptyset and A~Γt0\tilde{A}\cap\Gamma_{t_{0}}\neq\emptyset, in contradiction to Γ\Gamma being τr\tau_{r}-isc. ∎

The next lemma has similar proof to Lemma 4 and can be skipped.

Lemma 5.

The set {t(0,T]ΓtΓt}\{t\in(0,T]\mid\vec{\Gamma}_{t}\not\subset\Gamma_{t}\} is countable.

Proof.

Let 𝒜\mathcal{A} be a countable family of open sets generating the euclidean topology of \mathbbRd\mathbb{R}^{d}. For all tt in the set {t(0,T]ΓtΓt}\{t\in(0,T]\mid\vec{\Gamma}_{t}\not\subset\Gamma_{t}\} there exists At𝒜A_{t}\in\mathcal{A} with AtΓtA_{t}\cap\vec{\Gamma}_{t}\neq\emptyset while clAtΓt=\mathop{\rm cl}\nolimits A_{t}\cap\Gamma_{t}=\emptyset. Assume for a contradiction that the set {t(0,T]ΓtΓt}\{t\in(0,T]\mid\vec{\Gamma}_{t}\not\subset\Gamma_{t}\} is uncountable. Then there exists an infinite subset D0D_{0} and A~𝒜\tilde{A}\in\mathcal{A} such that for all tD0t\in D_{0} we have At=A~A_{t}=\tilde{A} and moreover there exists t0D0t_{0}\in D_{0} that is approximated from the left by an increasing sequence {tn}n\mathbbND0\{t_{n}\}_{n\in\mathbb{N}}\subset D_{0}. Then, for nn large enough we have A~Γtn\tilde{A}\cap\Gamma_{t_{n}}\neq\emptyset since A~Γt0\tilde{A}\cap\vec{\Gamma}_{t_{0}}\neq\emptyset. This is a clear contradiction with the properties of A~\tilde{A} which is equal to AtA_{t} for tD0t\in D_{0}. ∎

The following is an immediate consequence of the above two lemmas.

Corollary 6.

The set {t(0,T]Γ(t)Γ(t)}\{t\in(0,T]\mid\vec{\Gamma}(t)\neq\Gamma(t)\} is countable.

5 Sufficiency of the càdlàg representation

The domain of Γ\vec{\Gamma} includes (0,T]D1(0,T]\setminus D_{1} which is the complement of a countable set by Lemma 4. In the next lemma we assume that Γ\vec{\Gamma} has full domain and show that it is already strong enough for ϵ\epsilon-selections. Note that we do not require Γ\Gamma to be closed-valued.

Lemma 7.

Assume Γ\Gamma is convex valued and τr\tau_{r}-isc, and that Γ\vec{\Gamma} has full domain. Then, for each ϵ>0\epsilon>0 there exists a càdlàg selection of Γ+ϵ\mathbbB\Gamma+\epsilon\mathbb{B} that is continuous on [0,T]D1[0,T]\setminus D_{1}.

Proof.

For t(0,T)D1t\in(0,T)\setminus D_{1}, take ytΓtΓty_{t}\in\Gamma_{t}\cap\vec{\Gamma}_{t}. There exists δ>0\delta>0 such that (tδ,t+δ)(0,T)(t-\delta,t+\delta)\subset(0,T) and (tδ,t+δ)Γ1(yt+ϵ\mathbbB)(t-\delta,t+\delta)\subset\Gamma^{-1}(y_{t}+\epsilon\mathbb{B}) due to the fact that Γ\Gamma is τr\tau_{r}-isc and also by Lemma 1 since tD1t\notin D_{1}. Hence, the function 𝚢t:=yt1(tδ,t+δ)\mathtt{y}^{t}:=y_{t}1_{(t-\delta,t+\delta)} is a local continuous selection of Γ+ϵ\mathbbB\Gamma+\epsilon\mathbb{B}.

For tD1{0,T}t\in D_{1}\setminus\{0,T\} there exists ytrΓty^{r}_{t}\in\Gamma_{t} since Γ\Gamma has full domain and there exists δ1>0\delta_{1}>0 such that [t,t+δ1)(0,T)[t,t+\delta_{1})\subset(0,T) and ytrΓ(z)+ϵ\mathbbBy^{r}_{t}\in\Gamma(z)+\epsilon\mathbb{B} for z[t,t+δ1)z\in[t,t+\delta_{1}) since Γ\Gamma is τr\tau_{r}-isc. Considering that Γ\vec{\Gamma} has full domain take ytlΓty^{l}_{t}\in\vec{\Gamma}_{t}. There exists δ2>0\delta_{2}>0 such that (tδ2,t)Γ1(ytl+ϵ\mathbbB)(0,T)(t-\delta_{2},t)\subset\Gamma^{-1}(y^{l}_{t}+\epsilon\mathbb{B})\cap(0,T) due to Lemma 1. The function 𝚢t:=ytl1(tδ2,t)+ytr1[t,t+δ1)\mathtt{y}^{t}:=y^{l}_{t}1_{(t-\delta_{2},t)}+y^{r}_{t}1_{[t,t+\delta_{1})} is a local càdlàg selection of Γ+ϵ\mathbbB\Gamma+\epsilon\mathbb{B}.

For t=0t=0 we can construct by similar arguments a local continuous selection. For t=Tt=T a local selection exists that will be continuous or càdlàg according to TD1T\notin D_{1} or TD1T\in D_{1}.

The constructed intervals define an open covering (in the relative euclidean topology τe\tau_{e}) of the interval [0,T][0,T]. There exists a τe\tau_{e}-continuous partition of unity subordinated to a locally finite subcovering from which a global càdlàg selection is generated with the required property of continuity outside D1D_{1}. ∎

Lemma 7 provides ϵ\epsilon-selections. For selections we require the stronger condition, \threfass. We need a preliminary result.

Lemma 8.

Assume Γ\Gamma is τr\tau_{r}-isc. Let 𝗀\mathsf{g} be a càdlàg selection of Γ+ϵ\mathbbB\Gamma+\epsilon\mathbb{B} which is continuous in [0,T]D1[0,T]\setminus D_{1}. Let ϕ:=Γ(𝗀+ϵ\mathbbB)\phi:=\Gamma\cap(\mathsf{g}+\epsilon\mathbb{B}). Take t(0,T]D1t\in(0,T]\setminus D_{1}. Then for each yϕty\in\phi_{t} and η>0\eta>0 there exists δ=δ(y,η)>0\delta=\delta(y,\eta)>0 such that tδ>0t-\delta>0 and

y(Γz+η\mathbbB)(𝗀(z)+ϵ\mathbbB), for z[tδ,t).y\in(\Gamma_{z}+\eta\mathbb{B})\cap(\mathsf{g}(z)+\epsilon\mathbb{B}),\mbox{ for }z\in[t-\delta,t).
Proof.

Take tD1t\notin D_{1} with t>0t>0, and yϕty\in\phi_{t}. Let ϵ(0,ϵ)\epsilon^{\prime}\in(0,\epsilon) be such that |y𝗀(t)|<ϵ\left|y-\mathsf{g}(t)\right|<\epsilon^{\prime}. For ρ:=(ϵϵ)\rho:=(\epsilon-\epsilon^{\prime}) let δ1>0\delta_{1}>0 be such that tδ1>0t-\delta_{1}>0 and for z[tδ1,t)z\in[t-\delta_{1},t) we have |𝗀(z)𝗀(t)|<ρ\left|\mathsf{g}(z)-\mathsf{g}(t)\right|<\rho. There exists δ2(0,δ1)\delta_{2}\in(0,\delta_{1}) such that [tδ2,t)Γ1(y+η\mathbbB)[t-\delta_{2},t)\subset\Gamma^{-1}(y+\eta\mathbb{B}) due to Lemma 1, since yΓty\in\vec{\Gamma}_{t}.

For z[tδ2,t)z\in[t-\delta_{2},t) let r1=y𝗀(t)ϵ\mathbbBr_{1}=y-\mathsf{g}(t)\in\epsilon^{\prime}\mathbb{B} and r2=𝗀(t)𝗀(z)ρ\mathbbBr_{2}=\mathsf{g}(t)-\mathsf{g}(z)\in\rho\mathbb{B}. Then yr2=𝗀(z)+r1y-r_{2}=\mathsf{g}(z)+r_{1} showing that

y(Γz+η\mathbbB)(𝗀(z)+ϵ\mathbbB),y\in(\Gamma_{z}+\eta\mathbb{B})\cap(\mathsf{g}(z)+\epsilon\mathbb{B}),

which completes the proof. ∎

The next result is a Michael selection theorem for càdlàg functions. Its proof proceeds by induction just like the proof [4, Theorem 3.2”], which is the original Michael selection theorem.

Theorem 9.

Assume that Γ\Gamma is a τr\tau_{r}-isc convex-valued mapping with full domain, and that Γ\vec{\Gamma} has a full domain. Then, under \threfass, there exists a càdlàg selection of clΓ\mathop{\rm cl}\nolimits\Gamma which is continuous on [0,T]D1[0,T]\setminus D_{1}.

Proof.

Let ϵ0=1\epsilon_{0}=1 and ϵi:=12iϵi1\epsilon_{i}:=\frac{1}{2^{i}}\epsilon_{i-1}. By Lemma 7, there exists a càdlàg selection 𝚢1\mathtt{y}_{1} of Γ+ϵ1\mathbbB\Gamma+\epsilon_{1}\mathbb{B} continuous outside D1D_{1}. Assume 𝚢1,,𝚢k\mathtt{y}_{1},\ldots,\mathtt{y}_{k} have been constructed with the following properties:

(a)𝚢i is a selection of 𝚢i1+2ϵi1\mathbbB,i=2,3,,k,\displaystyle(a)\ \mathtt{y}_{i}\mbox{ is a selection of }\mathtt{y}_{i-1}+2\epsilon_{i-1}\mathbb{B},\quad i=2,3,\ldots,k,
(b)𝚢i is a selection of Γ+ϵi\mathbbB,\displaystyle(b)\ \mathtt{y}_{i}\mbox{ is a selection of }\Gamma+\epsilon_{i}\mathbb{B},
(c)𝚢i is continuous outside D1.\displaystyle(c)\ \mathtt{y}_{i}\mbox{ is continuous outside }D_{1}.

Now we construct a function satisfying (a)-(c) for i=k+1i=k+1. This will produce a sequence {𝚢i}i\mathbbN\{\mathtt{y}_{i}\}_{i\in\mathbb{N}} converging under the uniform norm. Hence, it converges to a càdlàg function 𝚢𝖣\mathtt{y}\in\mathsf{D} which is continuous outside D1D_{1}. The function 𝚢\mathtt{y} is then a selection of clΓ\mathop{\rm cl}\nolimits\Gamma.

Let Γk+1:=Γ(𝚢k+ϵk\mathbbB)\Gamma^{k+1}:=\Gamma\cap(\mathtt{y}_{k}+\epsilon_{k}\mathbb{B}). The mapping Γk+1\Gamma^{k+1} is τr\tau_{r}-isc since it is the intersection of τr\tau_{r}-isc mappings; see Lemma 16. It is clearly convex valued. Moreover, domΓk+1=[0,T]\mathop{\rm dom}\nolimits\Gamma^{k+1}=[0,T] since 𝚢k\mathtt{y}_{k} is a selection of Γ+ϵk\mathbbB\Gamma+\epsilon_{k}\mathbb{B}.

Take t(0,T)D1t\in(0,T)\setminus D_{1} and ytΓtk+1y_{t}\in\Gamma_{t}^{k+1}. Let η:=12ϵk+1\eta:=\frac{1}{2}\epsilon_{k+1}. There exists δ1>0\delta_{1}>0 such that tδ1>0t-\delta_{1}>0 and yt(Γz+η\mathbbB)(𝚢k(z)+ϵk\mathbbB)y_{t}\in(\Gamma_{z}+\eta\mathbb{B})\cap(\mathtt{y}_{k}(z)+\epsilon_{k}\mathbb{B}) for z(tδ1,t)z\in(t-\delta_{1},t), due to Lemma 8. There exists δ2>0\delta_{2}>0 such that t+δ2<Tt+\delta_{2}<T and (yt+η\mathbbB)Γzk+1(y_{t}+\eta\mathbb{B})\cap\Gamma_{z}^{k+1}\neq\emptyset for z[t,t+δ2)z\in[t,t+\delta_{2}), since Γk+1\Gamma^{k+1} is τr\tau_{r}-isc. Hence, for It:=(tδ1,t+δ2)I_{t}:=(t-\delta_{1},t+\delta_{2}) we have It(0,T)I_{t}\subset(0,T) and for zItz\in I_{t} there exist γzΓz\gamma_{z}\in\Gamma_{z}, r1,r3η\mathbbBr_{1},r_{3}\in\eta\mathbb{B}, r2ϵkr_{2}\in\epsilon_{k} such that

γz+r1=𝚢k(z)+r2=yt+r3.\gamma_{z}+r_{1}=\mathtt{y}_{k}(z)+r_{2}=y_{t}+r_{3}.

Thus, yt(Γz+ϵk+1\mathbbB)(𝚢k(z)+2ϵk\mathbbB)y_{t}\in(\Gamma_{z}+\epsilon_{k+1}\mathbb{B})\cap(\mathtt{y}_{k}(z)+2\epsilon_{k}\mathbb{B}). As a consequence, the function 𝚢k+1t:=yt1It\mathtt{y}^{t}_{k+1}:=y_{t}1_{I_{t}} is a local continuous selection of Γ+ϵk+1\mathbbB\Gamma+\epsilon_{k+1}\mathbb{B} and 𝚢k+2ϵk\mathbbB\mathtt{y}_{k}+2\epsilon_{k}\mathbb{B}.

Now take tD1(0,T)t\in D_{1}\cap(0,T). Let η:=13ϵk+1\eta:=\frac{1}{3}\epsilon_{k+1} and O1:=𝚢k(t)+(ϵk+η)\mathbbBO_{1}:=\mathtt{y}_{k}(t-)+(\epsilon_{k}+\eta)\mathbb{B}. There exists δ1>0\delta_{1}>0 such that tδ1>0t-\delta_{1}>0 and (tδ1,t)Γ1(O1)(t-\delta_{1},t)\subset\Gamma^{-1}(O_{1}) since 𝚢k\mathtt{y}_{k} is a selection of Γ+ϵk\mathbbB\Gamma+\epsilon_{k}\mathbb{B}. Hence, there exists ytlΓtO1y^{l}_{t}\in\overrightarrow{\Gamma_{t}\cap O_{1}} since Γ\Gamma satisfies \threfass. There exists δ2<δ1\delta_{2}<\delta_{1} such that for z(tδ2,t)z\in(t-\delta_{2},t) we have

ΓzO1(ytl+η\mathbbB),\Gamma_{z}\cap O_{1}\cap(y^{l}_{t}+\eta\mathbb{B})\neq\emptyset,

due to Lemma 1 and we can select δ2\delta_{2} so that |𝚢k(t)𝚢k(z)|<η|\mathtt{y}_{k}(t-)-\mathtt{y}_{k}(z)|<\eta for z(tδ2,t)z\in(t-\delta_{2},t). Thus, ytl(Γz+ϵk+1\mathbbB)(𝚢k(z)+2ϵk\mathbbB)y^{l}_{t}\in(\Gamma_{z}+\epsilon_{k+1}\mathbb{B})\cap(\mathtt{y}_{k}(z)+2\epsilon_{k}\mathbb{B}) for z(tδ2,t)z\in(t-\delta_{2},t). Take ytrΓtk+1y_{t}^{r}\in\Gamma^{k+1}_{t}. There exists δ3>0\delta_{3}>0 such that t+δ3Tt+\delta_{3}\leq T and [t,t+δ3)(Γk+1)1(ytr+η\mathbbB)[t,t+\delta_{3})\subset(\Gamma^{k+1})^{-1}(y_{t}^{r}+\eta\mathbb{B}) due to the fact that Γk+1\Gamma^{k+1} is τr\tau_{r}-isc. Let It:=(tδ2,t+δ3)I_{t}:=(t-\delta_{2},t+\delta_{3}) and define a function 𝚢k+1t\mathtt{y}^{t}_{k+1} on ItI_{t} by 𝚢k+1t:=ytl1(tδ2,t)+ytr1[t,t+δ3)\mathtt{y}^{t}_{k+1}:=y^{l}_{t}1_{(t-\delta_{2},t)}+y^{r}_{t}1_{[t,t+\delta_{3})}. It is clear that 𝚢k+1t\mathtt{y}^{t}_{k+1} is a local càdlàg selection of Γk+1+ϵk+1\mathbbB\Gamma^{k+1}+\epsilon_{k+1}\mathbb{B} and 𝚢k+2ϵk\mathbbB\mathtt{y}_{k}+2\epsilon_{k}\mathbb{B}. For t{0,T}t\in\{0,T\} we can construct local selections by similar arguments.

The constructed intervals {It}t[0,T]\{I_{t}\}_{t\in[0,T]} define an open covering (in the relative euclidean topology τe\tau_{e}) of the interval [0,T][0,T]. There exists a τe\tau_{e}-continuous partition of unity subordinated to a locally finite subcovering from which a global selection 𝚢k+1\mathtt{y}_{k+1} can be produced by pasting together the local selections. ∎

Now we establish the sufficiency in Theorem 2.

Proposition 10.

Assume that Γ\Gamma is a τr\tau_{r}-isc closed convex-valued mapping with full domain, and that Γ\vec{\Gamma} has full domain. Under \threfass, there exists a countable family {𝚢ν}ν\mathbbN𝖣(Γ)\{\mathtt{y}_{\nu}\}_{\nu\in\mathbb{N}}\subset\mathsf{D}(\Gamma) of càdlàg selections which are continuous in [0,T]D1[0,T]\setminus D_{1} and for t[0,T]t\in[0,T]

Γt=cl{𝚢ν(t)}ν\mathbbN.\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}_{\nu}(t)\}_{\nu\in\mathbb{N}}.
Proof.

If TD1T\in D_{1} we take a selection 𝚢𝖣(Γ)\mathtt{y}\in\mathsf{D}(\Gamma) continuous outside D1D_{1} from which we can easily construct a sequence {𝚢j}j\mathbbN𝖣(Γ)\{\mathtt{y}_{j}\}_{j\in\mathbb{N}}\subset\mathsf{D}(\Gamma) by modifying 𝚢\mathtt{y} at TT such that {𝚢j(T)}j\mathbbN\{\mathtt{y}_{j}(T)\}_{j\in\mathbb{N}} is dense in ΓT\Gamma_{T}. This settles down the representation for t=Tt=T in case TD1T\in D_{1}.

Let 𝒟={ym}m\mathbbN\mathcal{D}=\{y_{m}\}_{m\in\mathbb{N}} be a countable dense subset of \mathbbRd\mathbb{R}^{d}. Take ϵ=12k\epsilon=\frac{1}{2^{k}} for k\mathbbNk\in\mathbb{N} and y=ymy=y_{m} for ym𝒟y_{m}\in\mathcal{D}. Assume that U:=Γ1(y+ϵ\mathbbB)U:=\Gamma^{-1}(y+\epsilon\mathbb{B}) is non empty. The set UU is open in τr\tau_{r} (relativized to [0,T][0,T]) and can be expressed as a countable union of intervals of the form [a,b][a,b]. Indeed, τr\tau_{r} is hereditary Lindelöf and UU can be written as the countable union of intervals [x,y)[0,T][x,y)\cap[0,T] and each of these intervals can themselves be written as the countable union of intervals [a,b][a,b]. If TUT\in U we distinguish two cases. If TD1T\notin D_{1} then TT can be taken as an element of an interval [a,T]U[a,T]\subset U due to Lemma 1. In this case, we will consider the representation (i) U=n\mathbbN[an,bn]U=\bigcup_{n\in\mathbb{N}}[a_{n},b_{n}] with an<bna_{n}<b_{n}, thus, no interval collapses to a point. In the second case TUT\in U and TD1T\in D_{1} and we consider the representation (ii) U={T}n\mathbbN[an,bn]U=\{T\}\cup\bigcup_{n\in\mathbb{N}}[a_{n},b_{n}] with an<bn<Ta_{n}<b_{n}<T and bnD1b_{n}\notin D_{1}. Hence, on both cases we do not consider trivial intervals and bnD1b_{n}\notin D_{1}.

Now take an interval [a,b]=[an,bn]U[a,b]=[a_{n},b_{n}]\subset U with an<bna_{n}<b_{n} and bnD1b_{n}\notin D_{1}. We fix the notation [a,b]c:=[0,T][a,b][a,b]^{c}:=[0,T]\setminus[a,b]. Let ϕ\phi be the mapping defined by

ϕz={Γz for z[a,b]cΓz(y+ϵ\mathbbB) for z[a,b].\phi_{z}=\begin{cases}\Gamma_{z}&\mbox{ for }z\in[a,b]^{c}\\ \Gamma_{z}\cap(y+\epsilon\mathbb{B})&\mbox{ for }z\in[a,b].\end{cases}

It is simple to verify that the mapping ϕ\phi is convex valued, has full domain, and that it is τr\tau_{r}-isc.

We verify \threfass and that ϕ\vec{\phi} has full domain. Let δ>0\delta>0 and t(0,T]t\in(0,T] be such that (tδ,t)ϕ1(O)(t-\delta,t)\subset\phi^{-1}(O) for OO an open subset of \mathbbRd\mathbb{R}^{d}. For t(a,b]t\notin(a,b] there exists δ(0,δ)\delta^{\prime}\in(0,\delta) such that (tδ,t)[a,b]c(t-\delta^{\prime},t)\subset[a,b]^{c} so ϕ=Γ\phi=\Gamma in this interval and we have ϕO=ΓO\phi\cap O=\Gamma\cap O, hence \threfass is clearly satisfied in (a,b](a,b]. Take now t(a,b]t\in(a,b]. There exists δ′′(0,δ)\delta^{\prime\prime}\in(0,\delta) such that (tδ′′,t)(a,b](tδ,t)(t-\delta^{\prime\prime},t)\subset(a,b]\cap(t-\delta,t) and for z(tδ′′,t)z\in(t-\delta^{\prime\prime},t) we have that ϕzO=Γz(y+ϵ\mathbbB)O\phi_{z}\cap O=\Gamma_{z}\cap(y+\epsilon\mathbb{B})\cap O\neq\emptyset so by \threfass we have Γ(y+ϵ\mathbbB)O=ϕO\overrightarrow{\Gamma\cap(y+\epsilon\mathbb{B})\cap O}=\overrightarrow{\phi\cap O} is non empty at tt. Thus, ϕ\phi satisfies \threfass and domϕ=[0,T]\mathop{\rm dom}\nolimits\vec{\phi}=[0,T].

The set {tϕtϕt}\{t\mid\phi_{t}\not\subset\vec{\phi}_{t}\} is included in D1D_{1}. Indeed, for t(a,b]t\notin(a,b] there exists δ>0\delta>0 such that (tδ,t)[a,b]c(t-\delta,t)\subset[a,b]^{c} so ϕt=Γt\vec{\phi}_{t}=\vec{\Gamma}_{t} and ϕtΓt\phi_{t}\subset\Gamma_{t}. Hence, ϕtϕt\phi_{t}\subset\vec{\phi}_{t} whenever tD1t\notin D_{1}. Take now t(a,b]D1t\in(a,b]\setminus D_{1} and wϕtw\in\phi_{t}. Let η>0\eta>0 be such that w+η\mathbbBy+ϵ\mathbbBw+\eta\mathbb{B}\subset y+\epsilon\mathbb{B}. Note that wΓtw\in\vec{\Gamma}_{t} since tD1t\notin D_{1} and then wΓtΓtw\in\Gamma_{t}\subset\vec{\Gamma}_{t}. There exists δη>0\delta_{\eta}>0 such that for z(tδη,t)z\in(t-\delta_{\eta},t) we have Γz(w+η\mathbbB)\Gamma_{z}\cap(w+\eta\mathbb{B})\neq\emptyset due to Lemma 1, since wΓtw\in\vec{\Gamma}_{t}. Hence, Γ(w+η\mathbbB)\overrightarrow{\Gamma\cap(w+\eta\mathbb{B})}\neq\emptyset at tt by \threfass. Given that η\eta was arbitrary, we deduce that wϕtw\in\vec{\phi}_{t}. Hence ϕtϕt\phi_{t}\subset\vec{\phi}_{t}. This proves the claim.

Hence, there exists a càdlàg selection of clϕ\mathop{\rm cl}\nolimits\phi continuous outside D1D_{1}, due to Theorem 9. From this one derives the existence of a selection 𝚢n,ϵ,y𝖣(Γ)\mathtt{y}_{n,\epsilon,y}\in\mathsf{D}(\Gamma) with 𝚢n,ϵ,y(t)y+2ϵ\mathbbB\mathtt{y}_{n,\epsilon,y}(t)\in y+2\epsilon\mathbb{B} for t[an,bn]t\in[a_{n},b_{n}], and the continuity in [0,T]D1[0,T]\setminus D_{1}.

If TD1T\notin D_{1} it is easy to verify that the required representation holds with the countable family {𝚢n,2k,ym}n,k,m𝖣(Γ)\{\mathtt{y}_{n,2^{-k},y_{m}}\}_{n,k,m}\subset\mathsf{D}(\Gamma). Analogously, if TD1T\in D_{1}, consider the family {𝚢j}j\mathbbN{𝚢n,2k,ym}n,k,m𝖣(Γ)\{\mathtt{y}_{j}\}_{j\in\mathbb{N}}\cup\{\mathtt{y}_{n,2^{-k},y_{m}}\}_{n,k,m}\subset\mathsf{D}(\Gamma). ∎

6 Examples

In this section we give examples of mappings having the representation (1). For the first two examples we prove directly the representation and then conclude that the mapping in the examples satisfy \threfass. For the last two examples, we verify \threfass and conclude the representation (1).

The mapping Γ\Gamma is said to be right-outer semicontinuous (right-osc) if its graph is closed in the product topology of τr\tau_{r} and the usual topology on \mathbbRd\mathbb{R}^{d}. The mapping Γ\Gamma is right-continuous (càd) if it is both right-isc and right-osc. Left-outer semicontinuous (left-osc) and left-continuous (càg) mappings are defined analogously. We say that Γ\Gamma has limits from the left (làg) if, for all tt,

lim infs\upuparrowstΓs=lim sups\upuparrowstΓs,\liminf_{s\upuparrows t}\Gamma_{s}=\limsup_{s\upuparrows t}\Gamma_{s},

where the limits are in the sense of [14, Section 5.B] and are taken along strictly increasing sequences. Having limits from the right (làd) is defined analogously. A mapping Γ\Gamma is càdlàg  (resp. càglàd ) if it is both càd and làg (both càg and làd).

In the following theorem, the distance of xx to Γt\Gamma_{t} is defined, as usual, by

d(x,Γt):=infxΓtd(x,x),d(x,\Gamma_{t}):=\inf_{x^{\prime}\in\Gamma_{t}}d(x,x^{\prime}),

where the distance of two points is given by the euclidean metric.

Proposition 11.

Let Γ:[0,T]\rightrightarrows\mathbbRd\Gamma:[0,T]\rightrightarrows\mathbb{R}^{d} be a càdlàg nonempty closed-convex valued mapping. For every x\mathbbRdx\in\mathbb{R}^{d}, the function 𝚢\mathtt{y} defined by

𝚢(t)=argminxΓtd(x,x)\mathtt{y}(t)=\mathop{\rm argmin}\limits_{x^{\prime}\in\Gamma_{t}}d(x,x^{\prime})

satisfies 𝚢𝖣(Γ)\mathtt{y}\in\mathsf{D}(\Gamma) and

𝚢(t)=argminxΓtd(x,x).\mathtt{y}(t-)=\mathop{\rm argmin}\limits_{x^{\prime}\in\vec{\Gamma}_{t}}d(x,x^{\prime}).

In particular,

Γt=cl{𝚢(t)𝚢𝖣(Γ)}\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\}

and Γ\vec{\Gamma} is càglàd nonempty convex-valued with

Γt=cl{𝚢(t)𝚢𝖣(Γ)}.\vec{\Gamma}_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t-)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\}.
Proof.

Since Γt\Gamma_{t} is closed-convex valued, by the strict convexity of the distance mapping, the argmin in the definition of 𝚢\mathtt{y} exists and is unique; see [14, Thm. 2.6]. By [14, Proposition 4.9], 𝚢\mathtt{y} is càd. Take t(0,T]t\in(0,T]. On the other hand, for every strictly increasing tνtt^{\nu}\nearrow t, ΓtνΓt\Gamma_{t^{\nu}}\to\vec{\Gamma}_{t}, so 𝚢\mathtt{y} is làg, by [14, Proposition 4.9] again.

Next we show

𝚢(t)=argminxΓtd(x,x).\mathtt{y}(t-)=\mathop{\rm argmin}\limits_{x^{\prime}\in\vec{\Gamma}_{t}}d(x,x^{\prime}).

Since Γ\Gamma is làg, we get that the left continuous version of 𝚢\mathtt{y} denoted 𝚢\mathtt{y}_{-} is a selection of Γ\vec{\Gamma}, so the inequality d(x,Γt¯)d(x,𝚢(t))d(x,\vec{\Gamma}_{\bar{t}})\leq d(x,\mathtt{y}(t-)) is trivial. For the other direction, assume for a contradiction that d(x,Γt¯)<d(x,𝚢(t¯))d(x,\vec{\Gamma}_{\bar{t}})<d(x,\mathtt{y}(\bar{t}-)) for some t¯(0,T]\bar{t}\in(0,T]. There is s<t¯s<\bar{t} such that d(x,Γt¯)<d(x,𝚢(s))d(x,\vec{\Gamma}_{\bar{t}})<d(x,\mathtt{y}(s^{\prime})) for all s(s,t¯)s^{\prime}\in(s,\bar{t}). By the definition of Γ\vec{\Gamma}, this means that

𝚢(s)argminxΓsd(x,x)\mathtt{y}(s^{\prime})\notin\mathop{\rm argmin}\limits_{x^{\prime}\in\Gamma_{s^{\prime}}}d(x,x^{\prime})

for some s(s,t¯)s^{\prime}\in(s,\bar{t}), which is a contradiction. The claims Γt=cl{𝚢(t)𝚢𝖣(Γ)}\Gamma_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\} and Γt=cl{𝚢(t)𝚢𝖣(Γ)}\vec{\Gamma}_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t-)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\} are now immediate while Γ\vec{\Gamma} is càglàd due to [14, Exercise 4.2]. ∎

For the next example recall that Γ\Gamma is solid if for each t[0,T]t\in[0,T] the set Γt\Gamma_{t} is equal to the closure of its interior. For a closed-convex valued mapping, this property is equivalent to intΓt\mathop{\rm int}\nolimits\Gamma_{t}\neq\emptyset for all t[0,T]t\in[0,T]; see [14, Example 14.7]. Recall also our convention that for a function 𝚢\mathtt{y} we set 𝚢(0)=0\mathtt{y}(0-)=0.

Proposition 12.

Let Γ:[0,T]\rightrightarrows\mathbbRd\Gamma:[0,T]\rightrightarrows\mathbb{R}^{d} be a closed convex-valued solid mapping with full domain and τr\tau_{r}-isc. Assume that Γ\vec{\Gamma} has full domain. If Γ\vec{\Gamma} is also solid then Γ\Gamma has a representation (1). In this case

Γt=cl{𝚢(t)𝚢𝖣(Γ)},t[0,T].\vec{\Gamma}_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t-)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\},\hskip 2.84544ptt\in[0,T].
Proof.

We first show that 𝖣(Γ)\mathsf{D}(\Gamma)\neq\emptyset. For t¯[0,T)\bar{t}\in[0,T) and yrintΓt¯y^{r}\in\mathop{\rm int}\nolimits\Gamma_{\bar{t}}, there exists δ>0\delta>0 such that yrΓuy^{r}\in\Gamma_{u} for u[t¯,t¯+δ]u\in[\bar{t},\bar{t}+\delta] since Γ\Gamma is τr\tau_{r}-isc and solid. Indeed, let y¯i\bar{y}^{i} be a finite set of points in intΓt¯\mathop{\rm int}\nolimits\Gamma_{\bar{t}} such that yry^{r} belongs to the interior of the convex hull co{y¯i}\mathop{\rm co}\{\bar{y}^{i}\}. Let ϵ>0\epsilon>0 be small enough so that yrco{vi}y^{r}\in\mathop{\rm co}\{v^{i}\} whenever, for every ii, vi(y¯i+ϵ\mathbbB)v^{i}\in(\bar{y}^{i}+\epsilon\mathbb{B}). Since Γ\Gamma is τr\tau_{r}-isc, there is, for every ii, ui>t¯u^{i}>\bar{t} such that Γu(y¯i+ϵ\mathbbB)\Gamma_{u}\cap(\bar{y}^{i}+\epsilon\mathbb{B})\neq\emptyset for every u[t¯,ui)u\in[\bar{t},u^{i}). Denoting u¯=minui\bar{u}=\min u^{i}, we have, by convexity of Γ\Gamma, that

yrΓu for every u[t¯,u¯).y^{r}\in\Gamma_{u}\mbox{ for every }u\in[\bar{t},\bar{u}). (2)

Now assume t¯>0\bar{t}>0 and take ylintΓt¯y^{l}\in\mathop{\rm int}\nolimits\vec{\Gamma}_{\bar{t}}. We now show the existence of s<t¯s<\bar{t} such that

ylΓu for every u(s,t¯].y^{l}\in\Gamma_{u}\mbox{ for every }u\in(s,\bar{t}]. (3)

Assume for a contradiction the existence of tνt¯t^{\nu}\nearrow\bar{t} such that ylΓtνy^{l}\notin\Gamma_{t^{\nu}}. Let y¯iintΓt¯\bar{y}^{i}\in\mathop{\rm int}\nolimits\vec{\Gamma}_{\bar{t}} be d+1d+1 points and ϵ>0\epsilon>0 such that for any points y~iy¯i+ϵ\mathbbB\tilde{y}^{i}\in\bar{y}^{i}+\epsilon\mathbb{B}, y~iΓt¯\tilde{y}^{i}\in\vec{\Gamma}_{\bar{t}} and ylco{y~i}y^{l}\in\mathop{\rm co}\{\tilde{y}^{i}\}. By the definition of Γ\vec{\Gamma} as a left-limit, there exists ν0\mathbbN\nu_{0}\in\mathbb{N} such that for all ν>ν0\nu>\nu_{0} there exists yνiΓtνy^{i}_{\nu}\in\Gamma_{t^{\nu}} with yνiy¯i+ϵ\mathbbBy^{i}_{\nu}\in\bar{y}^{i}+\epsilon\mathbb{B} for i=1,,d+1i=1,\ldots,d+1. Then, ylco{yνi}y^{l}\in\mathop{\rm co}\{y^{i}_{\nu}\} and this last set is included in Γtν\Gamma_{t^{\nu}} by convexity. Then, ylΓtνy^{l}\in\Gamma_{t^{\nu}}, a contradiction.

After the preliminary preparations showing the existence of (2) and (3), we construct local selections of Γ\Gamma that can be pasted together through a partition of unity as we have done in the proof of Lemma 7 and of Theorem 9.

To prove Γt=cl{𝚢(t)𝚢𝖣(Γ)}\vec{\Gamma}_{t}=\mathop{\rm cl}\nolimits\{\mathtt{y}(t-)\mid\mathtt{y}\in\mathsf{D}(\Gamma)\}, the inclusion \supseteq is clear. Now take ylintΓt¯y^{l}\in\mathop{\rm int}\nolimits\vec{\Gamma}_{\bar{t}} and s<t¯s<\bar{t} as in (3) and 𝚢𝖣(Γ)\mathtt{y}\in\mathsf{D}(\Gamma). Defining

{ylt[s,t¯)𝚢(t)otherwise,\begin{cases}y^{l}\quad&t\in[s,\bar{t})\\ \mathtt{y}(t)\quad&otherwise,\end{cases}

we get the remaining inclusion. ∎

In the next examples we verify that \threfass is satisfied. Then the representation (1) holds by Theorem 2.

Proposition 13.

Let f:[0,T]\mathbbRf:[0,T]\to\mathbb{R} be continuous with respect to τr\tau_{r}. Assume f>0f>0. Let Γ\Gamma be the mapping defined by Γt:=[0,f(t)]\Gamma_{t}:=[0,f(t)]. Then Γ\Gamma satisfies \threfass.

Proof.

Let OO be an open set with ΓsO\Gamma_{s}\cap O\neq\emptyset for s(tδ,t)s\in(t-\delta,t). Let a:=inf(O\mathbbR+)a^{*}:=\inf(O\cap\mathbb{R}_{+}). It is clear that for s(tδ,t)s\in(t-\delta,t) we have a<f(s)a^{*}<f(s), otherwise ΓsO=\Gamma_{s}\cap O=\emptyset. From the inequality is easy to verify that aΓOa\in\overrightarrow{\Gamma\cap O} at tt. Indeed, take an increasing sequence zntz_{n}\nearrow t. For each nn, there exists yzn(a,f(zn))(a,a+(tzn))Oy_{z_{n}}\in(a^{*},f(z_{n}))\cap(a^{*},a^{*}+(t-z_{n}))\cap O. Hence yznay_{z_{n}}\to a^{*} showing that alim infn(ΓznO)a^{*}\in\liminf_{n}(\Gamma_{z_{n}}\cap O). ∎

Proposition 14.

Let f,g:[0,T]\mathbbRf,g:[0,T]\to\mathbb{R} be two càdlàg functions with fgf\geq g. Let Γ\Gamma be the mapping defined by Γt:=[g(t),f(t)]\Gamma_{t}:=[g(t),f(t)]. Then Γ\Gamma satisfies \threfass.

Proof.

We only show that Γ\Gamma satisfies \threfass, since the other assumptions are easier to verify. Let OO be an open set with ΓsO\Gamma_{s}\cap O\neq\emptyset for s(tδ,t)s\in(t-\delta,t). Let a:=inf(clO[g(t),f(t)])a^{*}:=\inf(\mathop{\rm cl}\nolimits O\cap[g(t-),f(t-)]) and as:=inf(OΓs)a_{s}:=\inf(O\cap\Gamma_{s}). We claim that limstas=a\lim_{s\nearrow t}a_{s}=a^{*} from which the proposition follows.

The set clO[g(t),f(t)]\mathop{\rm cl}\nolimits O\cap[g(t-),f(t-)] is easily seen to be non empty, so aa^{*} is well defined. Now we verify that lim infasa\liminf a_{s}\geq a^{*}. Take ysOΓs[as,as+ts]y_{s}\in O\cap\Gamma_{s}\cap[a_{s},a_{s}+t-s]. Then, g(t)lim infyslim infasg(t-)\leq\liminf y_{s}\leq\liminf a_{s}. Moreover, lim supas=lim supyslim supf(s)\limsup a_{s}=\limsup y_{s}\leq\limsup f(s). It is clear that asclOa_{s}\in\mathop{\rm cl}\nolimits O so lim infasclO\liminf a_{s}\in\mathop{\rm cl}\nolimits O. Hence, lim infasclO[g(t),f(t)]\liminf a_{s}\in\mathop{\rm cl}\nolimits O\cap[g(t-),f(t-)] and then alim infasa^{*}\leq\liminf a_{s}. Now we show that alim supasa^{*}\geq\limsup a_{s}. There are two cases, in the first a=f(t)a^{*}=f(t-). Then, asf(s)a_{s}\leq f(s) and lim supasf(t)=a\limsup a_{s}\leq f(t-)=a^{*}. In the second, a<f(t)a^{*}<f(t-). Let ϵ0>0\epsilon_{0}>0 be such that for ϵ(0,ϵ0)\epsilon\in(0,\epsilon_{0}) we have a<f(t)ϵa^{*}<f(t-)-\epsilon and g(t)+ϵ<f(t)ϵg(t-)+\epsilon<f(t-)-\epsilon and

yϵO[g(t)+12ϵ,f(t)12ϵ][a,a+ϵ].\exists y^{\epsilon}\in O\cap[g(t-)+\frac{1}{2}\epsilon,f(t-)-\frac{1}{2}\epsilon]\cap[a^{*},a^{*}+\epsilon].

Now fix ϵ(0,ϵ0)\epsilon\in(0,\epsilon_{0}). We easily verify that yϵΓsy^{\epsilon}\in\Gamma_{s} for s(tη,t)s\in(t-\eta,t) where η\eta is such that |f(s)f(t)|<ϵ/3|f(s)-f(t-)|<\epsilon/3 and |g(s)g(t)|<ϵ/3|g(s)-g(t-)|<\epsilon/3. Hence yϵΓsOy^{\epsilon}\in\Gamma_{s}\cap O implying that asyϵa+ϵa_{s}\leq y^{\epsilon}\leq a^{*}+\epsilon. ∎

7 An application to integral functionals

In this section we develop an interchange rule for integral functionals of cadlag functions whics builds on the the representation (1). Interchange rules go back to the seminal paper of [12] in decomposable spaces of \mathbbRd\mathbb{R}^{d}-valued measurable functions and are fundamental in obtaining convex duality in calculus of variations and optimal control; see, e.g., [13] or [5] for a more recent application . The interchange rule proved here is a starting point for the companion paper [9] where integral functionals of càdlàg stochastic processes are analyzed in detail. Further applications are given in the follow-up papers [10, 11].

A function h:[0,T]×\mathbbRd\mathbbR¯h:[0,T]\times\mathbb{R}^{d}\to\overline{\mathbb{R}} is a normal integrand on [0,T][0,T] if its epigraphical mapping epih:[0,T]\rightrightarrows\mathbbRd×\mathbbR\mathop{\rm epi}h:[0,T]\rightrightarrows\mathbb{R}^{d}\times\mathbb{R} defined by

epih(t):={(x,α)\mathbbRd×\mathbbRh(t,x)α}\mathop{\rm epi}h(t):=\{(x,\alpha)\in\mathbb{R}^{d}\times\mathbb{R}\mid h(t,x)\leq\alpha\}

is closed-valued and measurable. When this mapping is also convex-valued, hh is a convex normal integrand. A general treatment of normal integrands on \mathbbRd\mathbb{R}^{d} can be found from [14, Chapter 14] while integrands on a Suslin space are systematically presented in [2]. In particular, a normal integrand hh is jointly measurable so that the integral functional with respect to a nonnegative Radon measure μ\mu on [0,T][0,T] given by

K(𝚢):=[0,T]h(t,𝚢(t))μ(dt)K(\mathtt{y}):=\int_{[0,T]}h(t,\mathtt{y}(t))\mu(dt)

is well-defined for any measurable 𝚢:[0,T]\mathbbRd\mathtt{y}:[0,T]\to\mathbb{R}^{d}. As usual in convex analysis, an integral is defined as ++\infty unless the positive part is integrable. For a normal integrand h:[0,T]×\mathbbRd\mathbbR¯h:[0,T]\times\mathbb{R}^{d}\to\overline{\mathbb{R}} the domain mapping is defined by domht={y\mathbbRdh(t,y)<}\mathop{\rm dom}\nolimits h_{t}=\{y\in\mathbb{R}^{d}\mid h(t,y)<\infty\}, its image closure is

St:={y\mathbbRdycldomh(t,)}S_{t}:=\{y\in\mathbb{R}^{d}\mid y\in\mathop{\rm cl}\nolimits\mathop{\rm dom}\nolimits h(t,\cdot)\}

and

𝖣(S):={𝚢𝖣𝚢(t)Stt[0,T]}\mathsf{D}(S):=\{\mathtt{y}\in\mathsf{D}\mid\mathtt{y}(t)\in S_{t}\ \forall t\in[0,T]\}

is the set of càdlàg selections of SS.

In the next assumption we collect the necessary conditions in order to obtain the interchange rule of Theorem 15. In particular, we require a representation of the mapping SS in terms of its càdlàg selections. As we have know, Theorem 2 gives necessary and sufficient conditions for the mapping SS to have such a representation.

Assumption 2.
\thlabel

ass:clS Assume μ\mu is a nonnegative Radon measure and hh is a convex normal integrand h:[0,T]×\mathbbRd\mathbbR¯h:[0,T]\times\mathbb{R}^{d}\to\overline{\mathbb{R}} such that

\thlabelass:clS1St\displaystyle\thlabel{ass:clS1}S_{t} =cl{𝚢(t){𝚢𝖣(S)}t,\displaystyle=\mathop{\rm cl}\nolimits\{\mathtt{y}(t)\mid\{\mathtt{y}\in\mathsf{D}(S)\}\quad\forall\ t, (4)
𝖣(S)\displaystyle\mathsf{D}(S) =cl(domK𝖣(S)),\displaystyle=\mathop{\rm cl}\nolimits(\mathop{\rm dom}\nolimits K\cap\mathsf{D}(S)),

where the latter closure is with respect to pointwise convergence. This means that for each 𝚢𝖣(S)\mathtt{y}\in\mathsf{D}(S) there exists a sequence {𝚢ν}ν=1domK𝖣(S)\{\mathtt{y}_{\nu}\}_{\nu=1}^{\infty}\subset\mathop{\rm dom}\nolimits K\cap\mathsf{D}(S) converging pointwise to 𝚢\mathtt{y}.

The following theorem is variant of the main theorem in [8] that established a similar interchange rule for integral functionals of continuous functions. In that context, the first condition in \threfass:clS is simply the original Michaels representation while the second condition is analyzed in detail in [7].

Theorem 15.

Under Assumption LABEL:ass:clS,

inf𝚢𝖣(S)[0,T]h(t,𝚢(t))μ(dt)=[0,T]infy\mathbbRdh(t,y)μ(dt)\inf_{\mathtt{y}\in\mathsf{D}(S)}\int_{[0,T]}h(t,\mathtt{y}(t))\mu(dt)=\int_{[0,T]}\inf_{y\in\mathbb{R}^{d}}h(t,y)\mu(dt)

as soon as the left side is less than ++\infty.

Proof.

We have 𝖣(S)=cl(domKhμ𝖣(S))\mathsf{D}(S)=\mathop{\rm cl}\nolimits(\mathop{\rm dom}\nolimits K^{\mu}_{h}\cap\mathsf{D}(S)) and 𝖣(S)\mathsf{D}(S) is PCU-stable in the sense of [1], so, by [1, Theorem 1],

inf𝚢𝖣(S)[0,T]h(t,𝚢(t))μ(dt)=[0,T]infyΓth(t,y)μ(dt),\inf_{\mathtt{y}\in\mathsf{D}(S)}\int_{[0,T]}h(t,\mathtt{y}(t))\mu(dt)=\int_{[0,T]}\inf_{y\in\Gamma_{t}}h(t,y)\mu(dt),

where Γ\Gamma is the essential supremum of 𝖣(S)\mathsf{D}(S), i.e., the smallest (up to a μ\mu-null set) closed-valued mapping for which every 𝚢𝖣(S)\mathtt{y}\in\mathsf{D}(S) is a selection of Γ\Gamma μ\mu-almost everywhere. It remains to show that StΓtS_{t}\subseteq\Gamma_{t} μ\mu-almost everywhere, since then the infimum over Γt\Gamma_{t} can be taken instead over all of \mathbbRd\mathbb{R}^{d}.

It suffices to show that, for every closed ball cl\mathbbBν\mathop{\rm cl}\nolimits\mathbb{B}_{\nu} with radius ν=1,2,\nu=1,2,\dots, we have Stcl\mathbbBνΓtcl\mathbbBνS_{t}\cap\mathop{\rm cl}\nolimits\mathbb{B}_{\nu}\subseteq\Gamma_{t}\cap\mathop{\rm cl}\nolimits\mathbb{B}_{\nu} μ\mu-almost everywhere. Thus we may assume that Γ\Gamma and SS are compact-valued. Assume for a contradiction that B={tStΓt}B=\{t\mid S_{t}\not\subset\Gamma_{t}\} satisfies μ(B)>0\mu(B)>0. Let Hv,b:={x\mathbbRdvx<b}H_{v,b}:=\{x\in\mathbb{R}^{d}\mid v\cdot x<b\} and Bv,b:={tStHv,b,Hy,bΓt=}B_{v,b}:=\{t\mid S_{t}\cap H_{v,b}\neq\emptyset,H_{y,b}\cap\Gamma_{t}=\emptyset\}. Since SS and Γ\Gamma are compact convex-valued,

B=(v,b)\mathbbQd×\mathbbQBv,b.B=\bigcup_{(v,b)\in\mathbb Q^{d}\times\mathbb Q}B_{v,b}.

Since μ(B)>0\mu(B)>0, and rationals vectors are countable, there exists (v,b)\mathbbQd×\mathbbQ(v,b)\in\mathbb Q^{d}\times\mathbb Q such that μ(Bv,b)>0\mu(B_{v,b})>0. Since μ\mu is Radon, passing to a subset if necessary, we may assume that Bv,bB_{v,b} is closed and still of positive measure. For every tBv,bt\in B_{v,b} there exists 𝚢t𝖣(S)\mathtt{y}^{t}\in\mathsf{D}(S) such that 𝚢t(t)StHv,b\mathtt{y}^{t}(t)\in S_{t}\cap H_{v,b}. By right-continuity, there exists δ(t)\delta(t) such that

𝚢t(t)Hv,bt[t,t+δ(t)).\mathtt{y}^{t}(t^{\prime})\in H_{v,b}\quad\forall t^{\prime}\in[t,t+\delta(t)).

Now {[t,t+δ(t))tBv,b}\{[t,t+\delta(t))\mid t\in B_{v,b}\} is an open cover of Bv,bB_{v,b} in the Bv,bB_{v,b}-relative right half-open topology of [0,T][0,T]. The topology τr\tau_{r} clearly is separable and it is shown in [15] to be paracompact. Hence it is Lindelöf by [3, Theorem VIII.7.4]. Since Bν,qB_{\nu,q} is closed and the topology τr\tau_{r} is Lindelöf, there exists a countable subcover {[tν,tν+δ(tν))tνBv,b}\{[t^{\nu},t^{\nu}+\delta(t^{\nu}))\mid t^{\nu}\in B_{v,b}\}. Since μ(Bq,v)>0\mu(B_{q,v})>0, σ\sigma-additivity of μ\mu implies that μ([tν,tν+δ(tν))>0\mu([t^{\nu},t^{\nu}+\delta(t^{\nu}))>0 for some ν\nu. But, for every t[tν,tν+δ(tν))t^{\prime}\in[t^{\nu},t^{\nu}+\delta(t^{\nu})), 𝚢tν(t)Γt\mathtt{y}^{t^{\nu}}(t^{\prime})\notin\Gamma_{t^{\prime}}, which contradicts that every 𝚢𝖣(S)\mathtt{y}\in\mathsf{D}(S) is a selection of Γ\Gamma μ\mu-almost everywhere. ∎

8 Appendix

The following result is a special case of [4, Proposition 2.5].

Lemma 16.

Let Γ1,Γ2:[0,T]\rightrightarrows\mathbbRd\Gamma^{1},\Gamma^{2}:[0,T]\rightrightarrows\mathbb{R}^{d} be τr\tau_{r}-isc mappings. Let ϵ>0\epsilon>0. Then, the mapping Γ=Γ1(Γ2+ϵ\mathbbB)\Gamma=\Gamma^{1}\cap(\Gamma^{2}+\epsilon\mathbb{B}) is also τr\tau_{r}-isc.

Proof.

Let OO be an open set of \mathbbRd\mathbb{R}^{d}, then

Γ1(O)={t[0,T]O[Γ1(t)(Γ2(t)+ϵ\mathbbB)]}={t[0,T]Γ2×Γ1[W(\mathbbRd×O)]},\begin{split}\Gamma^{-1}(O)&=\{t\in[0,T]\mid O\bigcap[\Gamma^{1}(t)\cap(\Gamma^{2}(t)+\epsilon\mathbb{B})]\neq\emptyset\}\\ &=\{t\in[0,T]\mid\Gamma^{2}\times\Gamma^{1}\cap[W\cap(\mathbb{R}^{d}\times O)]\neq\emptyset\},\end{split}

where W={(x,y)\mathbbRd×\mathbbRdxyϵ\mathbbB}W=\{(x,y)\in\mathbb{R}^{d}\times\mathbb{R}^{d}\mid x-y\in\epsilon\mathbb{B}\}. Hence Γ1(O)\Gamma^{-1}(O) is τr\tau_{r}-open. ∎

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