Abstract
In this paper, we are devoted to design the discontinuous Galerkin method to discrete the non-selfadjoint and nonlinear interior transmission eigenvalue problem. Such eigenvalues determined from scattering data provide information about material properties of the scattering media and hence can be applied to target identification and nondestructive testing. The spectral approximation of the discontinuous Galerkin method is proved and the convergence of the approximate transmission eigenvalue is at order \(O(h^{2\ell })\)(\(\ell \ge 1\)), notably observing the convergence order at \(O(h^{2\ell -2})\)(\(\ell \ge 2\)) of the finite element method and the \(C^{0}\) interior penalty Galerkin method, and at \(O(h^{2\ell -1})\)(\(\ell \ge 1\)) of the virtual element method theoretically and numerically. Representative numerical examples are implemented to demonstrate the theoretical results, including the optimal convergence on the classical triangular mesh and the developed polygonal meshes, the influence of the penalty parameter in the scheme, transmission eigenvalues on the stratified media and the inverse spectral problem.
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The data during the current study are available on request.
References
Aktosun, T., Gintides, D., Papanikolaou, V.: The uniqueness in the inverse problem for transmission eigenvalues for the spherically symmetric variable-speed wave equation. Inverse Prob. 27(11), 115004 (2011)
An, J., Shen, J.: A spectral-element method for transmission eigenvalue problems. J. Sci. Comput. 57, 670–688 (2013)
Antonietti, P., Buffa, A., Perugia, I.: Discontinuous Galerkin approximation of the Laplace eigenproblem. Comput. Methods Appl. Mech. Eng. 195, 3483–3503 (2006)
Babuška, I., Osborn, J.: Eigenvalue Problems. In: Handbook of Numerical Analysis, Vol. II, pp. 641–787. North-Holland, Amsterdam (1991)
Blum, H., Rannacher, R., Leis, R.: On the boundary value problem of the biharmonic operator on domains with angular corners. Math. Methods Appl. Sci. 2, 556–581 (1980)
Boffi, D.: Finite element approximation of eigenvalue problems. Acta Numer. 19, 1–120 (2010)
Brenner, S., Monk, P., Sun, J.: \({C}^{0}\) interior penalty Galerkin method for biharmonic eigenvalue problems. Lect. Notes Comput. Sci. Eng. 106, 3–15 (2015)
Brenner, S., Scott, R.: The Mathematical Theory of Finite Element Methods. In: vol. 15 of Texts Appl. Math. Springer, New York (2008)
Buffa, A., Houston, P., Perugia, I.: Discontinuous Galerkin computation of the Maxwell eigenvalues on simplicial meshes. J. Comput. Appl. Math. 204, 317–333 (2007)
Buffa, A., Perugia, I.: Discontinuous Galerkin approximation of the Maxwell eigenproblem. SIAM J. Numer. Anal. 44(5), 2198–2226 (2006)
Cakoni, F., Colton, D., Gintides, D.: The interior transmission eigenvalue problem. SIAM J. Math. Anal. 42(6), 2912–2921 (2010)
Cakoni, F., Colton, D., Haddar, H.: On the determination of Dirichlet or transmission eigenvalues from far field data. C. R. Acad. Sci. Paris Ser. I 348, 379–383 (2010)
Cakoni, F., Colton, D., Haddar, H.: Inverse Scattering Theory and Transmission Eigenvalues. In: Proceedings of the CBMS-NSF Regional Conference Series in Applied Mathematics 88. SIAM, Philadelphia (2016)
Cakoni, F., Colton, D., Monk, P.: On the use of transmission eigenvalues to estimate the index of refraction from far field data. Inverse Prob. 23(2), 507–522 (2007)
Cakoni, F., Gintides, D., Haddar, H.: The existence of an infinite discrete set of transmission eigenvalues. SIAM J. Math. Anal. 42, 237–255 (2010)
Cakoni, F., Kress, R.: A boundary integral equation method for the transmission eigenvalue problem. Appl. Anal. 96(1), 23–38 (2017)
Cakoni, F., Monk, P., Sun, J.: Error analysis for the finite element approximation of transmission eigenvalues. Comput. Methods Appl. Math. 14(4), 419–427 (2014)
Camaño, J., Rodríguez, R., Venegas, P.: Convergence of a lowest-order finite element method for the transmission eigenvalue problem. Calcolo 55, 33 (2018)
Colton, D., Kress, R.: Inverse Acoustic and Electromagnetic Scattering Theory, 3rd edn. Springer, New York (2013)
Colton, D., Monk, P., Sun, J.: Analytical and computational methods for transmission eigenvalues. Inverse Prob. 26, 045011 (2010)
Descloux, J., Nassif, N., Rappaz, J.: On spectral approximation. Part 1: the problem of convergence. RAIRO Anal. Numer. 12, 97–112 (1978)
Geng, H., Ji, X., Sun, J., Xu, L.: \({C}^{0}\)IP methods for the transmission eigenvalue problem. J. Sci. Comput. 68, 326–338 (2016)
Gintides, D., Pallikarakis, D.: A computational method for the inverse transmission eigenvalue problem. Inverse Prob. 29, 104010 (2013)
Gintides, D., Pallikarakis, N.: The inverse transmission eigenvalue problem for a discontinuous refractive index. Inverse Prob. 33(5), 055006 (2017)
Grisvard, P.: Singularities in Boundary Value Problems. Springer, Berlin (1985)
Gudi, T., Nataraj, N., Pani, A.: Mixed discontinuous Galerkin finite element method for the biharmonic equation. J. Sci. Comput. 37, 139–161 (2008)
Han, J., Yang, Y., Bi, H.: A new multigrid finite element method for the transmission eigenvalue problems. Appl. Math. Comput. 292, 96–106 (2017)
Huang, R., Struthers, A., Sun, J., Zhang, R.: Recursive integral method for transmission eigenvalues. J. Comput. Phys. 327(15), 830–840 (2016)
Ji, X., Sun, J., Turner, T.: Algorithm 922: a mixed finite element method for Helmholtz transmission eigenvalues. ACM Trans. Math. Softw. 38(4), Art. 29 (2012)
Ji, X., **, Y., **e, H.: Nonconforming finite element method for the transmission eigenvalue problem. Adv. Appl. Math. Mech. 9(1), 92–103 (2017)
Kirsch, A.: The denseness of the far field patterns for the transmission problem. IMA J. Appl. Math. 37, 213–226 (1986)
Kleefeld, A.: A numerical method to compute interior transmission eigenvalues. Inverse Prob. 29(10), 104012 (2013)
Kozlov, V., Vassiliev, D., Mazya, V.: On sign variation and the absence of strong zeros of solutions of elliptic equations. Math. USSR-Izv. 34, 337–353 (1990)
Meng, J., Mei, L.: The matrix domain and the spectra of a generalized difference operator. J. Math. Anal. Appl. 470, 1095–1107 (2019)
Meng, J., Mei, L.: Discontinuous Galerkin methods of the non-selfadjoint Steklov eigenvalue problem in inverse scattering. Appl. Math. Comput. 381, 125307 (2020)
Meng, J., Mei, L.: The optimal order convergence for the lowest order mixed finite element method of the biharmonic eigenvalue problem. J. Comput. Appl. Math. 402, 113783 (2022)
Meng, J., Mei, L.: Virtual element method for the Helmholtz transmission eigenvalue problem of anisotropic media. Math. Models Methods Appl. Sci. 32(8), 1493–1529 (2022)
Meng, J., Wang, G., Mei, L.: A lowest-order virtual element method for the Helmholtz transmission eigenvalue problem. Calcolo 58, 2 (2020)
Meng, J., Wang, G., Mei, L.: Mixed virtual element method for the Helmholtz transmission eigenvalue problem on polytopal meshes. IMA J. Numer. Anal. 43(3), 1685–1717 (2023)
Mora, D., Velásquez, I.: A virtual element method for the transmission eigenvalue problem. Math. Models Methods Appl. Sci. 28(14), 2803–2831 (2018)
Mora, D., Velásquez, I.: Virtual elements for the transmission eigenvalue problem on polytopal meshes. SIAM J. Sci. Comput. 43(4), A2425–A2447 (2021)
Prudhomme, S., Pascal, F., Oden, J.: Review of error estimation for discontinuous Galerkin methods. TICAM Report, pp. 0–27 (2000)
Rivière, B.: Discontinuous Galerkin Methods for Solving Elliptic and Parabolic Equations: Theory and Implementation. SIAM, Philadelphia (2008)
Sun, J.: Estimation of transmission eigenvalues and the index of refraction from Cauchy date. Inverse Prob. 27, 015009 (2011)
Wang, L., **ong, C., Wu, H., Luo, F.: A priori and a posteriori analysis for discontinuous Galerkin finite element approximations of biharmonic eigenvalue problems. Adv. Comput. Math. 45, 2623–2646 (2019)
**, Y., Ji, X., Zhang, S.: A high accuracy nonconforming finite element scheme for Helmholtz transmission eigenvalue problem. J. Sci. Comput. 83, 67 (2020)
**ong, C., Becker, R., Luo, F., Ma, X.: A priori and a posteriori error analysis for the mixed discontinuous Galerkin finite element approximations of the biharmonic problems. Numer. Methods Part. Differ. Equ. 33, 318–353 (2017)
Yang, Y., Bi, H., Li, H., Han, J.: Mixed methods for the Helmholtz transmission eigenvalues. SIAM J. Sci. Comput. 38(3), A1383–A1403 (2016)
Yang, Y., Bi, H., Li, H., Han, J.: A \({C}^{0}\) IPG method and its error estimates for the Helmholtz transmission eigenvalue problem. J. Comput. Appl. Math. 326, 71–86 (2017)
Zeng, Y., Wang, F.: A posteriori error estimates for a discontinuous Galerkin approximation of Steklov eigenvalue problems. Appl. Math. 62, 243–267 (2017)
Acknowledgements
We wish to thank the referee for his/her constructive comments and suggestions. The author thanks Dr.Yongchao Zhang from Northwestern University, **’an, China, for allowing us to use his DG codes. The work is supported by the China Scholarship Council (No.202106280167).
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Meng, J. Discontinuous Galerkin Method for the Interior Transmission Eigenvalue Problem in Inverse Scattering Theory. J Sci Comput 96, 66 (2023). https://doi.org/10.1007/s10915-023-02290-7
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DOI: https://doi.org/10.1007/s10915-023-02290-7
Keywords
- Discontinuous Galerkin method
- Interior transmission eigenvalue problem
- The spectral approximation and optimal error estimates
- Direct and inverse spectral problems