TY - JOUR
T1 - Fréchet differentiability of unsteady incompressible navier-stokes flow with respect to domain variations of low regularity by using a general analytical framework
AU - Fischer, Michael
AU - Lindemann, Florian
AU - Ulbrich, Michael
AU - Ulbrich, Stefan
N1 - Publisher Copyright:
© 2017 Society for Industrial and Applied Mathematics Publications. All rights reserved.
PY - 2017
Y1 - 2017
N2 - We consider shape optimization problems governed by the unsteady Navier-Stokes equations by applying the method of mappings, where the problem is transformed to a reference domain ref and the physical domain is given by = τ(ref ) with a domain transformation 2 W1;1(ref ). We show the Fréchet differentiability of 7 (v; p)(Ω) in a neighborhood of Ω = id under as low regularity requirements on ref and τ as possible. We propose a general analytical framework beyond the implicit function theorem to show the Fréchet differentiability of the transformationto-state mapping conveniently. It can be applied to other shape optimization or optimal control problems and takes care of the usual norm discrepancy needed for nonlinear problems to show differentiability of the state equation and invertibility of the linearized operator. By applying the framework to the unsteady Navier-Stokes equations, we show that for Lipschitz domains ref and arbitrary r > 1, s > 0 the mapping τ ϵ (W1,∞ § W1+s;r)(Ωref ) → (v; p)(Ω) × (W(0; T; V ) + W(0; T;H0 1 )) × (L0 2; T;L0 2 ) +W1;1(0; T; cl(H1)∗ (L0 2))∗) is Fréchet differentiable at τ = id and the mapping τ ϵ (W1,∞ § W1+s,r)(Ωref ) ϵ (v, p) (L2(0,T,H0 1 ) § C([0,T],L2) ϵ (L2(0,T,L0 2) + W1,1(0,T,cl(H1)ϵ (L0 2))∗) is Fréchet differentiable on a neighborhood of id, where V H0 1 (Ωref ) is the subspace of solenoidal functions and W(0; T; V ) is the usual space of weak solutions. A crucial role in the analysis plays the handling of the incompressibility condition and the low time regularity of the pressure for weak solutions.
AB - We consider shape optimization problems governed by the unsteady Navier-Stokes equations by applying the method of mappings, where the problem is transformed to a reference domain ref and the physical domain is given by = τ(ref ) with a domain transformation 2 W1;1(ref ). We show the Fréchet differentiability of 7 (v; p)(Ω) in a neighborhood of Ω = id under as low regularity requirements on ref and τ as possible. We propose a general analytical framework beyond the implicit function theorem to show the Fréchet differentiability of the transformationto-state mapping conveniently. It can be applied to other shape optimization or optimal control problems and takes care of the usual norm discrepancy needed for nonlinear problems to show differentiability of the state equation and invertibility of the linearized operator. By applying the framework to the unsteady Navier-Stokes equations, we show that for Lipschitz domains ref and arbitrary r > 1, s > 0 the mapping τ ϵ (W1,∞ § W1+s;r)(Ωref ) → (v; p)(Ω) × (W(0; T; V ) + W(0; T;H0 1 )) × (L0 2; T;L0 2 ) +W1;1(0; T; cl(H1)∗ (L0 2))∗) is Fréchet differentiable at τ = id and the mapping τ ϵ (W1,∞ § W1+s,r)(Ωref ) ϵ (v, p) (L2(0,T,H0 1 ) § C([0,T],L2) ϵ (L2(0,T,L0 2) + W1,1(0,T,cl(H1)ϵ (L0 2))∗) is Fréchet differentiable on a neighborhood of id, where V H0 1 (Ωref ) is the subspace of solenoidal functions and W(0; T; V ) is the usual space of weak solutions. A crucial role in the analysis plays the handling of the incompressibility condition and the low time regularity of the pressure for weak solutions.
KW - Fréchet differentiability
KW - Method of mappings
KW - PDE-constrained optimization
KW - Shape optimization
KW - Unsteady Navier-Stokes equations
UR - http://www.scopus.com/inward/record.url?scp=85053665774&partnerID=8YFLogxK
U2 - 10.1137/16M1089563
DO - 10.1137/16M1089563
M3 - Article
AN - SCOPUS:85053665774
SN - 0363-0129
VL - 55
SP - 3226
EP - 3257
JO - SIAM Journal on Control and Optimization
JF - SIAM Journal on Control and Optimization
IS - 5
ER -