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238 P. Neittaanmäki and D. Tiba Proof. The existence and the uniqueness of the optimal pair [u ε ,y ε ] ∈ L 2 (Ω 0 ) × H 1 (Ω 0 ) of the control problem (8), (9) is obvious. The pair [0,0] is clearly admissible and, for any ε>0, we obtain 1 2 |y ε − w| 2 H 1/2 (Γ ) + ε 2 |u ε| 2 L 2 (Ω 0) ≤ 1 2 |w|2 H 1/2 (Γ ) . Therefore, {y ε } and {ε 1/2 u ε } are bounded respectively in H 1/2 (Γ ), L 2 (Ω 0 ). We denote by l ∈ H 1/2 (Γ ) the weak limit (on a subsequence) of {y ε − w}. Let us define the adjoint system by: ⎡ ⎤ ∫ d∑ ∫ ⎣ ∂z ∂p ε a ij + a 0 zp ε ⎦ dx = (y ε − w)zdσ ∀z ∈ H 1 (Ω 0 ), (11) Ω 0 ∂x i ∂x j Γ i,j=1 which is a non-homogeneous Neumann problem and p ε ∈ H 1 (Ω 0 ). We also introduce the equation in variations ⎡ ⎤ ∫ d∑ ∫ ⎣ ∂µ ∂z a ij + a 0 µz⎦ dx = νz dx ∀z ∈ H 1 (Ω 0 ), (12) Ω 0 ∂x i ∂x j Ω 0 i,j=1 which defines the variations y ε + λµ, u ε + λν for any ν ∈ L 2 (Ω 0 )andλ ∈ R. A standard computation using (11), (12) and the optimality of [u ε ,y ε ] gives 0=ε(u ε ,ν) L 2 (Ω 0) +(y ε − w, µ) H 1/2 (Γ ) ⎡ ⎤ ∫ d∑ = ε(u ε ,ν) L2 (Ω 0) + ⎣ ∂µ ∂p ε a ij + a 0 µp ε ⎦ dx Ω 0 ∂x i,j=1 i ∂x j = ε(u ε ,ν) L 2 (Ω 0) +(p ε ,ν) L 2 (Ω 0). (13) Due to the convergence properties of the right-hand side in (11), {p ε } is bounded in H 1 (Ω 0 ) and we can pass to the limit (on a subsequence) p ε → p weakly in H 1 (Ω 0 ), to obtain ⎤ ∫ d∑ ∫ ⎣ ∂z ∂p a ij + a 0 zp⎦ dx = lz dσ ∀z ∈ H 1 (Ω 0 ). (14) ∂x i ∂x j Ω 0 ⎡ i,j=1 The passage to the limit in (13), as {ε 1/2 u ε } is bounded, gives that p ≡ 0in Ω 0 and (14) shows that l =0inΓ . We have proved (10) in the weak topology of H 1/2 (Γ ). The strong convergence is a consequence of the Mazur theorem [Yos80] and of a variational argument. Γ

Shape Optimization Problems with Neumann Boundary Condition 239 Remark 1. The Mazur theorem alone and the linearity of (9) produces a sequence ũ ε (of convex combinations of u ε ) such that the corresponding sequence of states ỹ ε satisfies (10). Theorem 1 gives a constructive answer to the approximate controllability property. If Ω 0 is smooth enough and w ∈ H 3/2 (Γ ), then the trace theorem ensures the existence of ŷ ∈ H 2 ∂ŷ (Ω 0 ) such that ∂n A = 0 (null conormal derivative) and ŷ| Γ = w. That is, the control û = − d∑ i,j=1 ( ) ∂ ∂ŷ a ij + a 0 ŷ ∂x j ∂x i ensures the exact controllability property. Notice that û is not unique since any element in H 2 0 (Ω 0 ) may be added to ŷ with all the properties being preserved. 3 A Variational Fixed Domain Formulation We assume that Ω = Ω g ,whereg ∈ C( ¯D), is as in (5). Motivated by the result in the previous section, we consider the following homogeneous Neumann problem in D: d∑ ( ) ∂ ∂ỹ − a ij + a 0 ỹ = f +(1− H(g))u in D, (15) ∂x i,j=1 j ∂x i ∂y =0 on∂D. (16) ∂n A Here H(·) is the Heaviside function in R and H(g) is, consequently, the characteristic function of Ω g . Under conditions of Theorem 1, the restriction y =ỹ| Ωg is the solution of (2) in Ω = Ω g . Moreover, since g =0on∂Ω g , under smoothness conditions, ∇g is parallel to ¯n, the normal to ∂Ω g . Then, we can rewrite (4) as d∑ ∂y a ij ∇g · e i =0 on∂Ω g , (17) ∂x i,j=1 j where we use that cos(¯n, x i ) = cos(∇g, x i )ande i is the vector of the axis x i . If the elliptic operator is the Laplace operator, then (17) becomes simply ∇g ·∇y =0 on∂Ω g . In order to fix a unique u ∈ L 2 (D) satisfying to (15), (16), (17), we define the following optimal control problem with state constraints: { ∫ } 1 Min u 2 dx , (18) u∈L 2 (D) 2 governed by the state system (15), (16) and subject to the state constraint (17). D

238 P. Neittaanmäki <strong>and</strong> D. Tiba<br />

Proof. The existence <strong>and</strong> the uniqueness of the optimal pair [u ε ,y ε ] ∈<br />

L 2 (Ω 0 ) × H 1 (Ω 0 ) of the control problem (8), (9) is obvious. The pair [0,0]<br />

is clearly admissible <strong>and</strong>, for any ε>0, we obtain<br />

1<br />

2 |y ε − w| 2 H 1/2 (Γ ) + ε 2 |u ε| 2 L 2 (Ω 0) ≤ 1 2 |w|2 H 1/2 (Γ ) .<br />

Therefore, {y ε } <strong>and</strong> {ε 1/2 u ε } are bounded respectively in H 1/2 (Γ ), L 2 (Ω 0 ).<br />

We denote by l ∈ H 1/2 (Γ ) the weak limit (on a subsequence) of {y ε − w}.<br />

Let us define the adjoint system by:<br />

⎡<br />

⎤<br />

∫ d∑<br />

∫<br />

⎣<br />

∂z ∂p ε<br />

a ij + a 0 zp ε<br />

⎦ dx = (y ε − w)zdσ ∀z ∈ H 1 (Ω 0 ), (11)<br />

Ω 0<br />

∂x i ∂x j Γ<br />

i,j=1<br />

which is a non-homogeneous Neumann problem <strong>and</strong> p ε ∈ H 1 (Ω 0 ). We also<br />

introduce the equation in variations<br />

⎡<br />

⎤<br />

∫ d∑<br />

∫<br />

⎣<br />

∂µ ∂z<br />

a ij + a 0 µz⎦ dx = νz dx ∀z ∈ H 1 (Ω 0 ), (12)<br />

Ω 0<br />

∂x i ∂x j Ω 0<br />

i,j=1<br />

which defines the variations y ε + λµ, u ε + λν for any ν ∈ L 2 (Ω 0 )<strong>and</strong>λ ∈ R.<br />

A st<strong>and</strong>ard computation using (11), (12) <strong>and</strong> the optimality of [u ε ,y ε ]<br />

gives<br />

0=ε(u ε ,ν) L 2 (Ω 0) +(y ε − w, µ) H 1/2 (Γ )<br />

⎡<br />

⎤<br />

∫ d∑<br />

= ε(u ε ,ν) L2 (Ω 0) + ⎣<br />

∂µ ∂p ε<br />

a ij + a 0 µp ε<br />

⎦ dx<br />

Ω 0<br />

∂x<br />

i,j=1 i ∂x j<br />

= ε(u ε ,ν) L 2 (Ω 0) +(p ε ,ν) L 2 (Ω 0). (13)<br />

Due to the convergence properties of the right-h<strong>and</strong> side in (11), {p ε } is<br />

bounded in H 1 (Ω 0 ) <strong>and</strong> we can pass to the limit (on a subsequence) p ε → p<br />

weakly in H 1 (Ω 0 ), to obtain<br />

⎤<br />

∫ d∑<br />

∫<br />

⎣<br />

∂z ∂p<br />

a ij + a 0 zp⎦ dx = lz dσ ∀z ∈ H 1 (Ω 0 ). (14)<br />

∂x i ∂x j<br />

Ω 0<br />

⎡<br />

i,j=1<br />

The passage to the limit in (13), as {ε 1/2 u ε } is bounded, gives that p ≡ 0in<br />

Ω 0 <strong>and</strong> (14) shows that l =0inΓ .<br />

We have proved (10) in the weak topology of H 1/2 (Γ ). The strong convergence<br />

is a consequence of the Mazur theorem [Yos80] <strong>and</strong> of a variational<br />

argument.<br />

Γ

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