Filtering methods for coupled inverse problems
Numerical Analysis
2022-03-21 v1 Numerical Analysis
Abstract
We are interested in ensemble methods to solve multi-objective optimization problems. An ensemble Kalman method is proposed to solve a formulation of the nonlinear problem using a weighted function approach. An analysis of the mean field limit of the ensemble method yields an explicit update formula for the weights. Numerical examples show the improved performance of the proposed method.
Cite
@article{arxiv.2203.09841,
title = {Filtering methods for coupled inverse problems},
author = {Michael Herty and Elisa Iacomini},
journal= {arXiv preprint arXiv:2203.09841},
year = {2022}
}