Optimal Control of Partial Differential Equations
Optimal Control of Partial Differential Equations Optimal Control of Partial Differential Equations
70 CHAPTER 6. CONTROL OF THE WAVE EQUATION Theorem 6.4.5 Assume that f ∈ L 2 (0, T ; L 2 (Ω)), z0 ∈ L 2 (Ω), z1 ∈ (H 1 (Ω)) ′ , and zd ∈ C([0, T ]; L 2 (Ω)). Problem (P2) admits a unique solution (¯z, ū). Moreover the optimal control ū is defined by ū = − 1 β p|Σ, where p is the solution to the equation ∂ 2 p ∂t 2 − ∆p = ¯z − zd in Q, p(T ) = 0, ∂p ∂n = 0 on Σ = Γ×]0, T [, ∂p ∂t (T ) = ¯z(T ) − zd(T ) in Ω. Proof. We leave the reader adapt the proof of Theorem 6.3.1. 6.5 Trace regularity (6.4.12) To study the wave equation with a control in a Dirichlet boundary condition, we have to establish a sharp regularity result stated below. Theorem 6.5.1 Let y be the solution to the equation ∂2y ∂t2 − ∆y = f in Q, y = 0 on Σ, y(x, 0) = y0 and ∂y ∂t (x, 0) = y1 in Ω. (6.5.13) We have ∂y ∂n L2 (Σ) ≤ C fL2 (Q) + y0H 1 0 (Ω) + y1L2 (Ω) . (6.5.14) The proof can be found in [14, Theorem 2.2]. 6.6 Dirichlet boundary control We consider the wave equation with a control in a Dirichlet boundary condition ∂2z ∂t2 − ∆z = f in Q, z = u on Σ, z(x, 0) = z0 and ∂z ∂t (x, 0) = z1 in Ω. (6.6.15) As for the heat equation with a Dirichlet boundary control, the solution to equation (6.6.15) is defined by the transposition method. Definition 6.6.1 A function z ∈ C([0, T ]; L2 (Ω)) ∩ C1 ([0, T ]; H−1 (Ω)) is called a weak solution to equation (6.6.15) if, and only if, fy dxdt = −〈 ∂z ∂t (0), y(0)〉 H −1 (Ω)×H 1 0 (Ω) − Q Q Ω zϕ dxdt + 〈 ∂z ∂t (T ), yT 〉 H −1 (Ω)×H 1 0 (Ω) z(T )νT dx + Ω z(0) ∂y ∂y (0) dx + u dsdt (6.6.16) ∂t Σ ∂n for all (ϕ, yT , νT ) ∈ L 1 (0, T ; L 2 (Ω)) × H 1 0(Ω) × L 2 (Ω), where y is the solution to ∂ 2 y ∂t 2 − ∆y = ϕ in Q, y = 0 on Σ, y(x, T ) = yT and ∂y ∂t (x, T ) = νT in Ω. (6.6.17)
6.6. DIRICHLET BOUNDARY CONTROL 71 Theorem 6.6.1 For every (f, u, z0, z1) ∈ L 1 (0, T ; H −1 (Ω)) × L 2 (Σ) × L 2 (Ω) × H −1 (Ω), equation (6.6.15) admits a unique weak solution z(f, u, z0, z1) in C([0, T ]; L 2 (Ω))∩C 1 ([0, T ]; H −1 (Ω)). The mapping (f, u, y0, y1) ↦→ z(f, u, z0, z1) is linear and continuous from L 1 (0, T ; H −1 (Ω)) × L 2 (Σ) × L 2 (Ω) × H −1 (Ω) into C([0, T ]; L 2 (Ω)) ∩ C 1 ([0, T ]; H −1 (Ω)). Proof. This existence and regularity result can be proved by the transposition method with Theorem 6.5.1. (i) Due to Theorem 6.2.3, the mapping (f, z0, z1) ↦−→ z(f, 0, z0, z1) is linear and continuous from L 1 (0, T ; H −1 (Ω)) × L 2 (Ω) × H −1 (Ω) into C([0, T ]; L 2 (Ω)) ∩ C 1 ([0, T ]; H −1 (Ω)). Thus we have only to consider the case where (f, z0, z1) = (0, 0, 0). (ii) Denote by Λ the mapping ϕ ↦→ ∂y , where y is the solution to equation (6.6.17) cor- ∂n responding to (yT , νT ) = (0, 0). Due to Theorem 6.5.1, Λ is a linear operator from L2 (Q) into L2 (Σ). If we set z = Λ∗u, with u ∈ L2 (Σ), we observe that z ∈ L2 (Q), and z is a solution to equation (6.6.15) with (f, z0, z1) = (0, 0, 0), in the sense of definition 6.6.1. This solution is unique in L2 (Q). Indeed if z1 and z2 are two solutions to equation (6.6.15) with (f, z0, z1) = (0, 0, 0), in the sense of definition 6.6.1, we have (z1 − z2)ϕ = 0 for all ϕ ∈ L Ω 2 (Q). To prove that z belongs to C([0, T ]; L 2 (Ω))∩C 1 ([0, T ]; H −1 (Ω)), we proceed by approximation. Let (un)n be a sequence of regular functions such that zn = z(0, un, 0, 0) be regular. For τ ∈]0, T ] and (yτ, ντ) ∈ H 1 0(Ω) × L 2 (Ω), we denote by y(yτ, ντ) the solution to the equation ∂2y ∂t2 − ∆y = 0 in Q, y = 0 on Σ, y(x, τ) = yτ and ∂y ∂t (x, τ) = ντ in Ω. With Theorem 6.5.1, we have ∂y(yτ, ντ) L2 (Σ) ≤ C yτH 1 0 (Ω) + ντL2 (Ω) , (6.6.18) ∂n where the constant C depends on T , but is independent of τ. equation (6.6.15), according to definition 6.6.1, we have Since zn is the solution to 〈 ∂zn ∂t (τ), yτ〉 H−1 (Ω)×H1 0 (Ω) = ∂zn ∂t (τ)yτ dx = − ∂y(yτ, 0) u dsdt ∂n and From which we deduce: Ω zn(τ)νT dx = Ω zn − zm C([0,T ];L 2 (Ω)) = sup τ∈]0,T ]sup ντ L 2 (Ω) =1 Σ ≤ Cun − um L 2 (Σ) Σ ∂y(0, ντ) un dsdt. ∂n Σ ∂y(0, ντ) ∂n (un − um) dsdt
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6.6. DIRICHLET BOUNDARY CONTROL 71<br />
Theorem 6.6.1 For every (f, u, z0, z1) ∈ L 1 (0, T ; H −1 (Ω)) × L 2 (Σ) × L 2 (Ω) × H −1 (Ω), equation<br />
(6.6.15) admits a unique weak solution z(f, u, z0, z1) in C([0, T ]; L 2 (Ω))∩C 1 ([0, T ]; H −1 (Ω)).<br />
The mapping (f, u, y0, y1) ↦→ z(f, u, z0, z1) is linear and continuous from L 1 (0, T ; H −1 (Ω)) ×<br />
L 2 (Σ) × L 2 (Ω) × H −1 (Ω) into C([0, T ]; L 2 (Ω)) ∩ C 1 ([0, T ]; H −1 (Ω)).<br />
Pro<strong>of</strong>. This existence and regularity result can be proved by the transposition method with<br />
Theorem 6.5.1.<br />
(i) Due to Theorem 6.2.3, the mapping<br />
(f, z0, z1) ↦−→ z(f, 0, z0, z1)<br />
is linear and continuous from L 1 (0, T ; H −1 (Ω)) × L 2 (Ω) × H −1 (Ω) into C([0, T ]; L 2 (Ω)) ∩<br />
C 1 ([0, T ]; H −1 (Ω)). Thus we have only to consider the case where (f, z0, z1) = (0, 0, 0).<br />
(ii) Denote by Λ the mapping ϕ ↦→ ∂y<br />
, where y is the solution to equation (6.6.17) cor-<br />
∂n<br />
responding to (yT , νT ) = (0, 0). Due to Theorem 6.5.1, Λ is a linear operator from L2 (Q)<br />
into L2 (Σ). If we set z = Λ∗u, with u ∈ L2 (Σ), we observe that z ∈ L2 (Q), and z is a<br />
solution to equation (6.6.15) with (f, z0, z1) = (0, 0, 0), in the sense <strong>of</strong> definition 6.6.1. This<br />
solution is unique in L2 (Q). Indeed if z1 and z2 are two solutions to equation (6.6.15) with<br />
(f, z0, z1) = (0, 0, 0), in the sense <strong>of</strong> definition 6.6.1, we have<br />
<br />
(z1 − z2)ϕ = 0 for all ϕ ∈ L<br />
Ω<br />
2 (Q).<br />
To prove that z belongs to C([0, T ]; L 2 (Ω))∩C 1 ([0, T ]; H −1 (Ω)), we proceed by approximation.<br />
Let (un)n be a sequence <strong>of</strong> regular functions such that zn = z(0, un, 0, 0) be regular. For<br />
τ ∈]0, T ] and (yτ, ντ) ∈ H 1 0(Ω) × L 2 (Ω), we denote by y(yτ, ντ) the solution to the equation<br />
∂2y ∂t2 − ∆y = 0 in Q, y = 0 on Σ, y(x, τ) = yτ and ∂y<br />
∂t (x, τ) = ντ in Ω.<br />
With Theorem 6.5.1, we have<br />
∂y(yτ, ντ)<br />
<br />
<br />
L2 (Σ) ≤ C yτH 1<br />
0 (Ω) + ντL2 (Ω) , (6.6.18)<br />
∂n<br />
where the constant C depends on T , but is independent <strong>of</strong> τ.<br />
equation (6.6.15), according to definition 6.6.1, we have<br />
Since zn is the solution to<br />
〈 ∂zn<br />
∂t (τ), yτ〉<br />
<br />
H−1 (Ω)×H1 0 (Ω) =<br />
∂zn<br />
∂t (τ)yτ<br />
<br />
dx = −<br />
∂y(yτ, 0)<br />
u dsdt<br />
∂n<br />
and <br />
From which we deduce:<br />
Ω<br />
zn(τ)νT dx =<br />
Ω<br />
zn − zm C([0,T ];L 2 (Ω)) = sup τ∈]0,T ]sup ντ L 2 (Ω) =1<br />
<br />
Σ<br />
≤ Cun − um L 2 (Σ)<br />
Σ<br />
∂y(0, ντ)<br />
un dsdt.<br />
∂n<br />
<br />
<br />
<br />
<br />
Σ<br />
∂y(0, ντ)<br />
∂n<br />
<br />
<br />
(un − um) dsdt