A Dual Reciprocity Boundary Element Method for the Regularized Numerical Solution of the Inverse Source Problem Associated to the Poisson Equation

This article revisits the application of the Dual Reciprocity Method to a class of inverse problems governed by the Poisson equation in a thorough and careful manner. Here the term inverse refers to the fact that the non-homogenous part of the Poisson equation is unknown, i.e. the governing equation of the problem is unknown and has to be determined from Cauchy data at the boundary. We show that, although the inverse problem does not have a unique solution, by employing the Tikhonov regularization method we can recover the minimal norm solution. This is usually the solution of most practical interest from the many solutions of the ill-posed problem of source identification. Other different, more complex solutions might be recovered if estimates of these solutions are available at some particular points inside the solution domain.

[1]  Rainer Kress,et al.  On the numerical solution of the three-dimensional inverse obstacle scattering problem , 1992 .

[2]  S. B. Childs,et al.  INVERSE PROBLEMS IN PARTIAL DIFFERENTIAL EQUATIONS. , 1968 .

[3]  V. Isakov Appendix -- Function Spaces , 2017 .

[4]  Jichun Li Mathematical justification for RBF-MFS , 2001 .

[5]  Mario Bertero,et al.  The Stability of Inverse Problems , 1980 .

[6]  P. A. Ramachandran,et al.  Radial basis function approximation in the dual reciprocity method , 1994 .

[7]  Per Christian Hansen,et al.  Rank-Deficient and Discrete Ill-Posed Problems , 1996 .

[8]  C. S. Chen,et al.  Some comments on the use of radial basis functions in the dual reciprocity method , 1998 .

[9]  Mladen Trlep,et al.  The use of DRM for inverse problems of Poisson's equation , 2000 .

[10]  Victor Isakov,et al.  Inverse Source Problems , 1990 .

[11]  V. Morozov On the solution of functional equations by the method of regularization , 1966 .

[12]  Paul William Partridge,et al.  Towards criteria for selecting approximation functions in the Dual Reciprocity Method , 2000 .

[13]  Sriganesh R. Karur,et al.  Augmented Thin Plate Spline Approximation in DRM , 1995 .

[14]  C. S. Chen,et al.  Recent developments in the dual reciprocity method using compactly supported radial basis functions , 2003 .

[15]  S. Provencher,et al.  Regularization Techniques for Inverse Problems in Molecular Biology , 1983 .

[16]  Hubert Maigre,et al.  Inverse Problems in Engineering Mechanics , 1994 .

[17]  P. W. Partridge,et al.  Hybrid approximation functions in the dual reciprocity boundary element method , 1997 .

[18]  Yinglong Zhang,et al.  On the dual reciprocity boundary element method , 1993 .

[19]  Yukio Kagawa,et al.  Inverse solution for poisson equations using drm boundary element models—identification of space charge distribution , 1995 .

[20]  R. Hills,et al.  ONE-DIMENSIONAL NONLINEAR INVERSE HEAT CONDUCTION TECHNIQUE , 1986 .