On instability mechanisms for inverse problems
Ars Inveniendi Analytica (2021)
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In this article we present three robust instability mechanisms for linear and
nonlinear inverse problems. All of these are based on strong compression
properties (in the sense of singular value or entropy number bounds) which we
deduce through either strong global smoothing, only weak global smoothing or
microlocal smoothing for the corresponding forward operators, respectively. As
applications we for instance present new instability arguments for unique
continuation, for the backward heat equation and for linear and nonlinear
Calder\'on type problems in general geometries, possibly in the presence of
rough coefficients. Our instability mechanisms could also be of interest in the
context of control theory, providing estimates on the cost of (approximate)
controllability in rather general settings.
@article{10_15781_c93s_pk62,
author = {Herbert Koch and Angkana R\"uland and Mikko Salo},
title = {On instability mechanisms for inverse problems},
journal = {Ars Inveniendi Analytica},
publisher = {mathdoc},
year = {2021},
doi = {10.15781/c93s-pk62},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.15781/c93s-pk62/}
}
Herbert Koch; Angkana Rüland; Mikko Salo. On instability mechanisms for inverse problems. Ars Inveniendi Analytica (2021). doi: 10.15781/c93s-pk62
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