Abstract
The aim of this work is to derive a priori error estimates for finite element discretizations of control–constrained optimal control problems that involve the Stokes system and Dirac measures. The first problem entails the minimization of a cost functional that involves point evaluations of the velocity field that solves the state equations. This leads to an adjoint problem with a linear combination of Dirac measures as a forcing term and whose solution exhibits reduced regularity properties. The second problem involves a control variable that corresponds to the amplitude of forces modeled as point sources. This leads to a solution of the state equations with reduced regularity properties. For each problem, we propose a finite element solution technique and derive a priori error estimates. Finally, we present numerical experiments, in two and three dimensions, that illustrate our theoretical developments.
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Aimar, H., Carena, M., Durán, R., Toschi, M.: Powers of distances to lower dimensional sets as Muckenhoupt weights. Acta Math. Hungar. 143, 119–137 (2014)
Allendes, A., Fuica, F., Otárola, E., Quero, D.: An adaptive FEM for the pointwise tracking optimal control problem of the Stokes equations. SIAM J. Sci. Comput. 41, A2967–A2998 (2019)
Allendes, A., Otárola, E., Rankin, R., Salgado, A.J.: Adaptive finite element methods for an optimal control problem involving Dirac measures. Numer. Math. 137, 159–197 (2017)
Allendes, A., Otárola, E., Salgado, A.J.: A posteriori error estimates for the Stokes problem with singular sources. Comput. Methods Appl. Mech. Eng. 345, 1007–1032 (2019)
Amestoy, P., Duff, I., L’Excellent, J.-Y.: Multifrontal parallel distributed symmetric and unsymmetric solvers. Comput. Methods Appl. Mech. Eng. 184, 501–520 (2000)
Amestoy, P.R., Duff, I.S., L’Excellent, J.-Y., Koster, J.: A fully asynchronous multifrontal solver using distributed dynamic scheduling. SIAM J. Matrix Anal. Appl. 23, 15–41 (2001). (electronic)
Antil, H., Otárola, E., Salgado, A.J.: Some applications of weighted norm inequalities to the error analysis of PDE-constrained optimization problems. IMA J. Numer. Anal. 38, 852–883 (2018)
Behringer, N., Leykekhman, D., Vexler, B.: Global and local pointwise error estimates for finite element approximations to the Stokes problem on convex polyhedra, arXiv:1907.06871 (2019)
Behringer, N., Meidner, D., Vexler, B.: Finite element error estimates for optimal control problems with pointwise tracking. Pure Appl. Funct. Anal. 4, 177–204 (2019)
Bermúdez, A., Gamallo, P., Rodríguez, R.: Finite element methods in local active control of sound. SIAM J. Control Optim. 43, 437–465 (2004)
Bertoluzza, S., Decoene, A., Lacouture, L., Martin, S.: Local error analysis for the Stokes equations with a punctual source term. Numer. Math. 140, 677–701 (2018)
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods Texts. in Applied Mathematics, vol. 15, 3rd edn. Springer, New York (2008)
Brett, C., Dedner, A., Elliott, C.: Optimal control of elliptic PDEs at points. IMA J. Numer. Anal. 36, 1015–1050 (2016)
Brown, R.M., Shen, Z.: Estimates for the Stokes operator in Lipschitz domains. Indiana Univ. Math. J. 44, 1183–1206 (1995)
Chang, L., Gong, W., Yan, N.: Numerical analysis for the approximation of optimal control problems with pointwise observations. Math. Methods Appl. Sci. 38, 4502–4520 (2015)
Choi, J., Dong, H., Kim, D.: Green functions of conormal derivative problems for stationary Stokes system. J. Math. Fluid Mech. 20, 1745–1769 (2018)
Chua, S.-K.: Weighted Sobolev inequalities on domains satisfying the chain condition. Proc. Am. Math. Soc. 117, 449–457 (1993)
Ciarlet, P.G.: The Finite Element Method for Elliptic Problems. SIAM, Philadelphia, PA (2002)
Dauge, M.: Stationary Stokes and Navier-Stokes systems on two- or three-dimensional domains with corners. I. Linearized equations. SIAM J. Math. Anal. 20, 74–97 (1989)
Demlow, A., Kopteva, N.: Maximum-norm a posteriori error estimates for singularly perturbed elliptic reaction-diffusion problems. Numer. Math. 133, 707–742 (2016)
Demlow, A., Larsson, S.: Local pointwise a posteriori gradient error bounds for the Stokes equations. Math. Comput. 82, 625–649 (2013)
Dolzmann, G., Müller, S.: Estimates for Green’s matrices of elliptic systems by \(L^p\) theory. Manuscr. Math. 88, 261–273 (1995)
Duoandikoetxea, J.: Fourier Analysis. Graduate Studies in Mathematics, vol. 29. American Mathematical Society, Providence, RI. Translated and revised from the 1995 Spanish original by David Cruz-Uribe (2001)
Durán, R.G., Muschietti, M.A.: An explicit right inverse of the divergence operator which is continuous in weighted norms. Studia Math. 148, 207–219 (2001)
Durán, R.G., Nochetto, R.H.: Weighted inf-sup condition and pointwise error estimates for the Stokes problem. Math. Comput. 54, 63–79 (1990)
Durán, R.G., Otárola, E., Salgado, A.J.: Stability of the Stokes projection on weighted spaces and applications. Math. Comput. 89, 1581–1603 (2020)
Elliott, S., Nelson, P.: Active Control of Sound. Academic Press, London (1991)
Ern, A., Guermond, J.-L.: Theory and Practice of Finite Elements. Applied Mathematical Sciences, vol. 159. Springer, New York (2004)
Fabes, E.B., Kenig, C.E., Serapioni, R.P.: The local regularity of solutions of degenerate elliptic equations. Commun. Partial Differ. Equ. 7, 77–116 (1982)
Farwig, R., Sohr, H.: Weighted \(L^q\)-theory for the Stokes resolvent in exterior domains. J. Math. Soc. Japan 49, 251–288 (1997)
Fuller, C., Elliott, S., Nelson, P.: Active Control of Vibration. Academic Press, London (1996)
Galdi, G.P.: An introduction to the Mathematical Theory of the Navier-Stokes Equations, Steady-State Problems. Springer, Berlin, pp. xiv+1018 (2011)
Girault, V., Nochetto, R.H., Scott, L.R.: Max-norm estimates for Stokes and Navier-Stokes approximations in convex polyhedra. Numer. Math. 131, 771–822 (2015)
Gol’dshtein, V., Ukhlov, A.: Weighted Sobolev spaces and embedding theorems. Trans. Am. Math. Soc. 361, 3829–3850 (2009)
Gong, W., Wang, G., Yan, N.: Approximations of elliptic optimal control problems with controls acting on a lower dimensional manifold. SIAM J. Control Optim. 52, 2008–2035 (2014)
Grafakos, L.: Classical Fourier Analysis Graduate Texts in Mathematics, vol. 249, 2nd edn. Springer, New York (2008)
Grisvard, P.: Elliptic Problems in Nonsmooth Domains. Monographs and Studies in Mathematics, vol. 24. Pitman Advanced Publishing Program, Boston MA (1985)
Grüter, M., Widman, K.: The Green function for uniformly elliptic equations. Manuscr. Math. 37, 303–342 (1982)
Guzmán, J., Leykekhman, D.: Pointwise error estimates of finite element approximations to the Stokes problem on convex polyhedra. Math. Comput. 81, 1879–1902 (2012)
Heinonen, J., Kilpeläinen, T., Martio, O.: Nonlinear potential theory of degenerate elliptic equations, Dover Publications, Inc., Mineola, NY. Unabridged republication of the 1993 original (2006)
Hernández, E., Otárola, E.: A locking-free FEM in active vibration control of a Timoshenko beam. SIAM J. Numer. Anal. 47, 2432–2454 (2009)
Hinze, M.: A variational discretization concept in control constrained optimization: the linear-quadratic case. Comput. Optim. Appl. 30, 45–61 (2005)
Hofmann, S., Kim, S.: The Green function estimates for strongly elliptic systems of second order. Manuscr. Math. 124, 139–172 (2007)
Hurri-Syrjānen, R.: A weighted Poincaré inequality with a doubling weight. Proc. Am. Math. Soc. 126, 545–552 (1998)
Kellogg, R.B., Osborn, J.E.: A regularity result for the Stokes problem in a convex polygon. J. Funct. Anal. 21, 397–431 (1976)
Kinderlehrer, D., Stampacchia, G.: An Introduction to Variational Inequalities and Their Applications, Pure and Applied Mathematics, vol. 88. Academic Press/Harcourt Brace Jovanovich Publishers, New York/London (1980)
Kozlov, V.A., Maz’ya, V.G., Rossmann, J.: Elliptic Boundary Value Problems in Domains with Point Singularities. Mathematical Surveys and Monographs, vol. 52. American Mathematical Society, Providence, RI (1997)
Kozlov, V.A., Maz’ya, V.G., Schwab, C.: On singularities of solutions to the Dirichlet problem of hydrodynamics near the vertex of a cone. J. Reine Angew. Math. 456, 65–97 (1994)
Lacouture, L.: A numerical method to solve the stokes problem with a punctual force in source term. Comptes Rendus Mécanique 343, 187–191 (2015)
Leykekhman, D., Vexler, B.: Optimal a priori error estimates of parabolic optimal control problems with pointwise control. SIAM J. Numer. Anal. 51, 2797–2821 (2013)
Maz’ya, V., Rossmann, J.: \(L_p\) estimates of solutions to mixed boundary value problems for the Stokes system in polyhedral domains. Math. Nachr. 280, 751–793 (2007)
Maz’ya, V.G., Rossmann, J.: Schauder estimates for solutions to a mixed boundary value problem for the Stokes system in polyhedral domains. Math. Methods Appl. Sci. 29, 965–1017 (2006)
Mitrea, D., Mitrea, I.: On the regularity of Green functions in Lipschitz domains. Commun. Partial Differ. Equ. 36, 304–327 (2011)
Mitrea, M., Wright, M.: Boundary value problems for the Stokes system in arbitrary Lipschitz domains. Astérisque, pp. viii+241 (2012)
Muckenhoupt, B.: Weighted norm inequalities for the Hardy maximal function. Trans. Am. Math. Soc. 165, 207–226 (1972)
Otárola, E., Salgado, A.J.: The Poisson and Stokes problems on weighted spaces in Lipschitz domains and under singular forcing. J. Math. Anal. Appl. 471, 599–612 (2019)
Otárola, E., Salgado, A.J.: On the analysis and approximation of some models of fluids over weighted spaces on convex polyhedra. arXiv:2004.07966 (2020)
Ott, K.A., Kim, S., Brown, R.M.: The Green function for the mixed problem for the linear Stokes system in domains in the plane. Math. Nachr. 288, 452–464 (2015)
Schatz, A.H., Wahlbin, L.B.: On the quasi-optimality in \(L_{\infty }\) of the \(\dot{H}^{1}\)-projection into finite element spaces. Math. Comput. 38, 1–22 (1982)
Tröltzsch, F.: Optimal Control of Partial Differential Equations, Graduate Studies in Mathematics, vol. 112. American Mathematical Society, Providence, RI, (2010). Theory, methods and applications, Translated from the 2005 German original by Jürgen Sprekels
Turesson, B.O.: Nonlinear Potential Theory and Weighted Sobolev Spaces. Lecture Notes in Mathematics, vol. 1736. Springer, Berlin (2000)
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FF is supported by UTFSM through Beca de Mantención. EO is partially supported by CONICYT through FONDECYT Project 11180193. DQ is partially supported by UTFSM through Programa de Incentivos a la Iniciación Científica (PIIC)
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Fuica, F., Otárola, E. & Quero, D. Error Estimates for Optimal Control Problems Involving the Stokes System and Dirac Measures. Appl Math Optim 84, 1717–1750 (2021). https://doi.org/10.1007/s00245-020-09693-0
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DOI: https://doi.org/10.1007/s00245-020-09693-0
Keywords
- Linear-quadratic optimal control problems
- Stokes equations
- Dirac measures
- Weighted estimates
- Maximum–Norm estimates