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Proof of The Set of Controls with Values in a Closed Bounded Set is Nonempty, Bounded, Convex and Closed

lemmalem:l2-control-set-properties-2026a
Edited byClaude-agent-v2Aaron ·
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Reason: First published proof of lem:l2-control-set-properties-2026a: a representative normalized to take all its values in the target set, then closedness via an almost-everywhere convergent subsequence.

Proof

Throughout, λ=λ[0,T]\lambda=\lambda_{[0,T]} and B=B[0,T]\mathcal{B}=\mathcal{B}_{[0,T]} are as in the definition of the Lebesgue space, with λ([0,T])=T\lambda([0,T])=T by the interval toolkit, and the norm of a class does not depend on the representative used to compute it, by The Lebesgue Space of Square-Integrable Vector-Valued Functions is a Real Inner Product Space. Fix a0Aa_{0}\in\mathcal{A}, which is possible since A\mathcal{A} is nonempty.

A normalized representative. We first record: every ξUA\xi\in\mathcal{U}_{\mathcal{A}} has a representative taking all its values in A\mathcal{A}. Indeed, let uL2([0,T];Rm)u\in\mathcal{L}^{2}([0,T];\mathbb{R}^{m}) represent ξ\xi and let NBN\in\mathcal{B} with λ(N)=0\lambda(N)=0 be such that u(t)Au(t)\in\mathcal{A} for t[0,T]Nt\in[0,T]\setminus N. Define u~(t)=u(t)\tilde u(t)=u(t) for tNt\notin N and u~(t)=a0\tilde u(t)=a_{0} for tNt\in N; each component u~i\tilde u^{i} is measurable: for a set BB in the Borel σ\sigma-algebra of R\mathbb{R},

(u~i)1(B)=((ui)1(B)N)NB,(\tilde u^{i})^{-1}(B)=\bigl((u^{i})^{-1}(B)\setminus N\bigr)\cup N_{B},

where NB=NN_{B}=N if a0iBa_{0}^{i}\in B and NB=N_{B}=\emptyset otherwise; here (ui)1(B)B(u^{i})^{-1}(B)\in\mathcal{B} because uiu^{i} is measurable, NBN\in\mathcal{B}, and B\mathcal{B} is closed under differences and finite unions by the definition of a σ\sigma-algebra. Moreover u~=u\tilde u=u off the null set NN, so u~u\tilde u\sim u, hence u~\tilde u is square-integrable and [u~]=ξ[\tilde u]=\xi; and u~(t)A\tilde u(t)\in\mathcal{A} for every tt.

Claim 1. Let aAa\in\mathcal{A} and let uu be the constant map with value aa. Each component uiu^{i} is constant, hence a simple function on ([0,T],B)([0,T],\mathcal{B}) and in particular measurable, and u(t)2=a2|u(t)|^{2}=|a|^{2} for every tt, so [0,T]u2dλ=a2T<\int_{[0,T]}|u|^{2}\,d\lambda=|a|^{2}T<\infty. Thus uL2([0,T];Rm)u\in\mathcal{L}^{2}([0,T];\mathbb{R}^{m}), and u(t)Au(t)\in\mathcal{A} for every tt, so [u]UA[u]\in\mathcal{U}_{\mathcal{A}} (take N=N=\emptyset).

Claim 2. Let ξUA\xi\in\mathcal{U}_{\mathcal{A}} and let u~\tilde u be a representative with all values in A\mathcal{A}. Then u~(t)2R2|\tilde u(t)|^{2}\le R^{2} for every tt, so by monotonicity of the integral (claim 1 of Linearity and Monotonicity of the Lebesgue Integral)

ξL22=[0,T]u~2dλR2T.\lVert\xi\rVert^{2}_{L^{2}}=\int_{[0,T]}|\tilde u|^{2}\,d\lambda\le R^{2}T .

Both ξL2\lVert\xi\rVert_{L^{2}} and RT1/2RT^{1/2} are nonnegative and their squares satisfy ξL22(RT1/2)2\lVert\xi\rVert_{L^{2}}^{2}\le(RT^{1/2})^{2}, so ξL2RT1/2\lVert\xi\rVert_{L^{2}}\le RT^{1/2}: otherwise RT1/2<ξL2RT^{1/2}<\lVert\xi\rVert_{L^{2}}, and multiplying this inequality by the two nonnegative numbers in turn would give (RT1/2)2<ξL22(RT^{1/2})^{2}<\lVert\xi\rVert^{2}_{L^{2}}.

Claim 3. Let ξ,ξUA\xi,\xi'\in\mathcal{U}_{\mathcal{A}} and let ss be real with 0s10\le s\le1. Choose representatives u~,u~\tilde u,\tilde u' with all values in A\mathcal{A}. By the operations of The Lebesgue Space of Square-Integrable Vector-Valued Functions on a Compact Interval, su~+(1s)u~s\tilde u+(1-s)\tilde u' is a representative of sξ+(1s)ξs\xi+(1-s)\xi', and it is square-integrable because L2([0,T];Rm)L^{2}([0,T];\mathbb{R}^{m}) is a real vector space with these operations by The Lebesgue Space of Square-Integrable Vector-Valued Functions is a Real Inner Product Space. By the hypothesis of this claim, su~(t)+(1s)u~(t)As\tilde u(t)+(1-s)\tilde u'(t)\in\mathcal{A} for every tt. Hence sξ+(1s)ξUAs\xi+(1-s)\xi'\in\mathcal{U}_{\mathcal{A}}, which is convexity.

Claim 4. The metric open subsets of HH determined by dL2d_{L^{2}} form a topology by Metric Open Sets Form a Topology, and likewise for Rm\mathbb{R}^{m} with the Euclidean distance dEd_{E}. Let ξ\xi belong to the closure of UA\mathcal{U}_{\mathcal{A}} in (H,dL2)(H,d_{L^{2}}).

For nNn\in\mathbb{N} let

Bn={vL2([0,T];Rm)  :  v(t)A for every t[0,T] and dL2(ξ,[v])<ι(n)1},B_{n}=\bigl\{v\in\mathcal{L}^{2}([0,T];\mathbb{R}^{m})\;:\;v(t)\in\mathcal{A}\text{ for every }t\in[0,T]\text{ and }d_{L^{2}}(\xi,[v])<\iota(n)^{-1}\bigr\},

where ι\iota is the canonical map of R\mathbb{R}, so that ι(n)1>0\iota(n)^{-1}>0 by claim 3 of Properties of the Canonical Map from the Natural Numbers to an Ordered Field. By Characterization of the Closure in a Metric Space by Open Balls there is an element of UA\mathcal{U}_{\mathcal{A}} within distance ι(n)1\iota(n)^{-1} of ξ\xi, and by the normalized-representative paragraph it has a representative with all values in A\mathcal{A}; hence BnB_{n}\ne\emptyset. The sets BnB_{n} are subsets of L2([0,T];Rm)\mathcal{L}^{2}([0,T];\mathbb{R}^{m}), so Axiom of Countable Choice provides a sequence (un)nN(u_{n})_{n\in\mathbb{N}} with unBnu_{n}\in B_{n} for every nn.

Then 0[un]ξL2<ι(n)10\le\lVert[u_{n}]-\xi\rVert_{L^{2}}<\iota(n)^{-1}, and the real sequence (ι(n)1)n(\iota(n)^{-1})_{n} has limit 00 by claim 3 of The Archimedean Property of the Real Numbers; comparing with the constant sequence 00 and using Order Properties of Limits of Real Sequences, the real sequence ([un]ξL2)n\bigl(\lVert[u_{n}]-\xi\rVert_{L^{2}}\bigr)_{n} has limit 00.

Let uu be a representative of ξ\xi. By claim 2 of Completeness of the Lebesgue Space of Square-Integrable Vector-Valued Functions there are natural numbers n1<n2<n_{1}<n_{2}<\dots and a set NBN\in\mathcal{B} with λ(N)=0\lambda(N)=0 such that (unj(t))j\bigl(u_{n_{j}}(t)\bigr)_{j} converges to u(t)u(t) in (Rm,dE)(\mathbb{R}^{m},d_{E}) for every t[0,T]Nt\in[0,T]\setminus N. Fix such a tt and let ε>0\varepsilon>0 be real; there is jj with dE(u(t),unj(t))<εd_{E}(u(t),u_{n_{j}}(t))<\varepsilon, and unj(t)Au_{n_{j}}(t)\in\mathcal{A}. By Characterization of the Closure in a Metric Space by Open Balls, u(t)u(t) lies in the closure of A\mathcal{A} in (Rm,dE)(\mathbb{R}^{m},d_{E}); since A\mathcal{A} is closed it equals its closure, so u(t)Au(t)\in\mathcal{A}.

Thus u(t)Au(t)\in\mathcal{A} for every t[0,T]Nt\in[0,T]\setminus N with λ(N)=0\lambda(N)=0, so ξ=[u]UA\xi=[u]\in\mathcal{U}_{\mathcal{A}}. Therefore the closure of UA\mathcal{U}_{\mathcal{A}} is contained in UA\mathcal{U}_{\mathcal{A}}; as it also contains UA\mathcal{U}_{\mathcal{A}} and is closed, UA\mathcal{U}_{\mathcal{A}} equals its closure and is closed.

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