1. Stable recovery of piecewise constant conductance on spider networks
- Author
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Carmona, Ángeles, Encinas, Andrés M., Jiménez, María José, and Samperio, Álvaro
- Subjects
Mathematics - Combinatorics - Abstract
We address the discrete inverse conductance problem for well-connected spider networks; that is, to recover the conductance function on a well-connected spider network from the Dirichlet-to-Neumann map. It is well-known that this inverse problem is exponentially ill-posed, requiring the implementation of a regularization strategy for numerical solutions. Our focus lies in exploring whether prior knowledge of the conductance being piecewise constant within a partition of the edge set comprising few subsets enables stable conductance recovery. To achieve this, we propose formulating the problem as a polynomial optimization one, incorporating a regularization term that accounts for the piecewise constant hypothesis. We show several experimental examples in which the stable conductance recovery under the aforementioned hypothesis is feasible., Comment: Submitted to Applied Mathematics and Computation
- Published
- 2023
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