Survey of Computational Methods for Inverse Problems

Sergey Voronin and Christophe Zaroli

A chapter in Recent Trends in Computational Science and Engineering from IntechOpen

Abstract: Inverse problems occur in a wide range of scientific applications, such as in the fields of signal processing, medical imaging, or geophysics. This work aims to present to the field practitioners, in an accessible and concise way, several established and newer cutting-edge computational methods used in the field of inverse problems--and when and how these techniques should be employed.

Keywords: inverse problems; matrix factorizations; regularization; parameter estimation; model appraisal; seismic tomography (search for similar items in EconPapers)
JEL-codes: C60 (search for similar items in EconPapers)
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Persistent link: https://EconPapers.repec.org/RePEc:ito:pchaps:130591

DOI: 10.5772/intechopen.73332

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