This paper is dedicated to a new way of presenting the Tikhonov regularization in the form of a mixed formulation. Such formulation is well adapted to the regularization of linear ill-posed partial differential equations because when it comes to discretization, the mixed formulation enables us to use some standard finite elements. As an application of our theory, we consider an inverse obstacle problem in an acoustic waveguide. In order to solve it we use the so-called “exterior approach”, which couples the mixed formulation of Tikhonov regularization and a level set method. Some 2d numerical experiments show the feasibility of our approach.
Accepté le :
DOI : 10.1051/m2an/2018008
Mots-clés : Inverse obstacle problem, acoustic waveguide, Tikhonov regularization, mixed formulation, quasi-reversibility, level set method
@article{M2AN_2018__52_1_123_0, author = {Bourgeois, Laurent and Recoquillay, Arnaud}, title = {A mixed formulation of the {Tikhonov} regularization and its application to inverse {PDE} problems}, journal = {ESAIM: Mathematical Modelling and Numerical Analysis }, pages = {123--145}, publisher = {EDP-Sciences}, volume = {52}, number = {1}, year = {2018}, doi = {10.1051/m2an/2018008}, zbl = {1397.35074}, mrnumber = {3808155}, language = {en}, url = {http://www.numdam.org/articles/10.1051/m2an/2018008/} }
TY - JOUR AU - Bourgeois, Laurent AU - Recoquillay, Arnaud TI - A mixed formulation of the Tikhonov regularization and its application to inverse PDE problems JO - ESAIM: Mathematical Modelling and Numerical Analysis PY - 2018 SP - 123 EP - 145 VL - 52 IS - 1 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/m2an/2018008/ DO - 10.1051/m2an/2018008 LA - en ID - M2AN_2018__52_1_123_0 ER -
%0 Journal Article %A Bourgeois, Laurent %A Recoquillay, Arnaud %T A mixed formulation of the Tikhonov regularization and its application to inverse PDE problems %J ESAIM: Mathematical Modelling and Numerical Analysis %D 2018 %P 123-145 %V 52 %N 1 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/m2an/2018008/ %R 10.1051/m2an/2018008 %G en %F M2AN_2018__52_1_123_0
Bourgeois, Laurent; Recoquillay, Arnaud. A mixed formulation of the Tikhonov regularization and its application to inverse PDE problems. ESAIM: Mathematical Modelling and Numerical Analysis , Tome 52 (2018) no. 1, pp. 123-145. doi : 10.1051/m2an/2018008. http://www.numdam.org/articles/10.1051/m2an/2018008/
[1] Imaging an acoustic waveguide from surface data in the time domain. Wave Motion 66 (2016) 68–87. | DOI | MR | Zbl
, and ,[2] Application of mixed formulations of quasi-reversibility to solve ill-posed problems for heat and wave equations: the 1D case. Inverse Probl. Imaging 9 (2015) 971–1002. | MR | Zbl
, , and ,[3] Why is the Cauchy problem severely ill-posed? Inverse Probl. 23 (2007) 823–836. | DOI | MR | Zbl
,[4] A mixed formulation of quasi-reversibility to solve the Cauchy problem for Laplace’s equation. Inverse Probl. 21 (2005) 1087–1104. | DOI | MR | Zbl
,[5] A quasi-reversibility approach to solve the inverse obstacle problem. Inverse Probl. Imaging 4 (2010) 351–377. | DOI | MR | Zbl
and ,[6] The “exterior approach” to solve the inverse obstacle problem for the Stokes system. Inverse Probl. Imaging 8 (2014) 23–51. | DOI | MR | Zbl
and ,[7] The “exterior approach” applied to the inverse obstacle problem for the heat equation. SIAM J. Numer. Anal. 55 (2017) 1820–1842. | DOI | MR | Zbl
and ,[8] The linear sampling method in a waveguide: a modal formulation. Inverse Probl. 24 (2008) 015018. | DOI | MR | Zbl
and ,[9] Locating an obstacle in a 3d finite depth ocean using the convex scattering support. Special Issue: The Seventh International Conference on Mathematical and Numerical Aspects of Waves (WAVES05). J. Comput. Appl. Math. 204 (2007) 387–399. | DOI | MR | Zbl
, and ,[10] Mixed and Hybrid Finite Element Methods. Vol. 15 of Springer Series in Computational Mathematics. Springer-Verlag, New York (1991). | MR | Zbl
and ,[11] A survey on level set methods for inverse problems and optimal design. Eur. J. Appl. Math. 16 (2005) 263–301. | DOI | MR | Zbl
and ,[12] Stabilized finite element methods for nonsymmetric, noncoercive, and ill-posed problems. Part I: Elliptic equations. SIAM J. Sci. Comput. 35 (2013) A2752–A2780. | DOI | MR | Zbl
,[13] The elliptic Cauchy problem revisited: control of boundary data in natural norms. C. R. Math. Acad. Sci. Paris 355 (2017) 479–484. | DOI | MR | Zbl
,[14] A stabilized nonconforming finite element method for the elliptic Cauchy problem. Math. Comp. 86 (2017) 75–96. | DOI | MR | Zbl
,[15] The factorization method for an acoustic wave guide, in Mathematical Methods in Scattering Theory and Biomedical Engineering. World Sci. Publ., Hackensack, NJ (2006) 120–127. | DOI | MR | Zbl
, , and ,[16] Inverse problems for linear hyperbolic equations using mixed formulations. Inverse Probl. 31 (2015) 075001. | DOI | MR | Zbl
and ,[17] The quasi-reversibility method for thermoacoustic tomography in a heterogeneous medium. SIAM J. Sci. Comput. 30 (2007/08) 1–23. | DOI | MR | Zbl
and ,[18] Iterated quasi-reversibility method applied to elliptic and parabolic data completion problems. Inverse Probl. Imaging 10 (2016) 379–407. | DOI | MR | Zbl
,[19] An Hdiv-based mixed quasi-reversibility method for solving elliptic Cauchy problems. SIAM J. Numer. Anal. 51 (2013) 2123–2148. | DOI | MR | Zbl
, and ,[20] Theory and Practice of Finite Elements. Vol. 159 of Applied Mathematical Sciences. Springer-Verlag, New York (2004). | DOI | MR | Zbl
and , in[21] Variation et optimisation de formes: une analyse géométrique. [A geometric analysis]. Vol. 48 of Mathématiques & Applications (Berlin) [Mathematics & Applications]. Springer, Berlin (2005). | DOI | MR | Zbl
and , in[22] Inverse Problems for Partial Differential Equations. Vol. 127 of Applied Mathematical Sciences, second edn. Springer, New York (2006). | MR | Zbl
, in[23] Inverse Problems: Tikhonov Theory and Algorithms. Vol. 22 of Series on Applied Mathematics. World Scientific Publishing Co. Pte. Ltd., Hackensack, NJ (2015). | MR | Zbl
and ,[24] An Introduction to the Mathematical Theory of Inverse Problems. Vol. 120 Applied Mathematical Sciences. Springer-Verlag, New York (1996). | DOI | MR | Zbl
, in[25] A computational quasi-reversibility method for Cauchy problems for Laplace’s equation. SIAM J. Appl. Math. 51 (1991) 1653–1675. | DOI | MR | Zbl
and ,[26] Méthode de quasi-réversibilité et applications, in Travaux et Recherches Mathématiques. No. 15, Dunod, Paris (1967). | MR | Zbl
and ,[27] Imaging wave-penetrable objects in a finite depth ocean. Appl. Math. Comput. 235 (2014) 364–376. | MR | Zbl
, and ,[28] Strongly Elliptic Systems and Boundary Integral Equations. Cambridge University Press, Cambridge (2000). | MR | Zbl
,[29] An inverse acoustic waveguide problem in the time domain. Inverse Probl. 32 (2016) 055001. | DOI | MR | Zbl
and ,[30] Local uniqueness for the fixed energy fixed angle inverse problem in obstacle scattering. Proc. Am. Math. Soc. 132 (2004) 1351–1354. | DOI | MR | Zbl
and ,Cité par Sources :