1. Solving an inverse initial-boundary-value problem using basis function method
- Author
-
Hamideh Rahimi, Amin Esfahani, S. Hashem Tabasi, and Reza Pourgholi
- Subjects
Tikhonov regularization ,Well-posed problem ,Computational Mathematics ,Mathematical optimization ,Shooting method ,Applied Mathematics ,Basis function ,Boundary value problem ,Backus–Gilbert method ,Inverse problem ,Regularization (mathematics) ,Mathematics - Abstract
In this paper, we will first study the existence and uniqueness of the solution of an inverse initial-boundary-value problem, via an auxiliary problem. Furthermore, we propose a stable numerical approach based on the use of the solution to the auxiliary problem as a basis function for solving this problem in the presence of noisy data. Also note that the inverse problem has a unique solution, but this solution is unstable and hence the problem is ill-posed. This instability is overcome using the Tikhonov regularization method. The effectiveness of the algorithm is illustrated by numerical example.
- Published
- 2013
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