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Variational regularization for syste...
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Huber, Richard.
Variational regularization for systems of inverse problemsTikhonov regularization with multiple forward operators /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Variational regularization for systems of inverse problemsby Richard Huber.
其他題名:
Tikhonov regularization with multiple forward operators /
作者:
Huber, Richard.
出版者:
Wiesbaden :Springer Fachmedien Wiesbaden :2019.
面頁冊數:
ix, 136 p. :ill., digital ;24 cm.
Contained By:
Springer eBooks
標題:
Inverse problems (Differential equations)
電子資源:
https://doi.org/10.1007/978-3-658-25390-5
ISBN:
9783658253905$q(electronic bk.)
Variational regularization for systems of inverse problemsTikhonov regularization with multiple forward operators /
Huber, Richard.
Variational regularization for systems of inverse problems
Tikhonov regularization with multiple forward operators /[electronic resource] :by Richard Huber. - Wiesbaden :Springer Fachmedien Wiesbaden :2019. - ix, 136 p. :ill., digital ;24 cm. - BestMasters,2625-3577. - BestMasters..
General Tikhonov Regularization -- Specific Discrepancies -- Regularization Functionals -- Application to STEM Tomography Reconstruction.
Tikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scientific fields. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their specific structure. Such an approach allows to choose the regularization weights of each subproblem individually with respect to the corresponding noise levels and degrees of ill-posedness. Contents General Tikhonov Regularization Specific Discrepancies Regularization Functionals Application to STEM Tomography Reconstruction Target Groups Researchers and students in the field of mathematics Experts in the areas of mathematics, imaging, computer vision and nanotechnology The Author Richard Huber wrote his master's thesis under the supervision of Prof. Dr. Kristian Bredies at the Institute for Mathematics and Scientific Computing at Graz University, Austria.
ISBN: 9783658253905$q(electronic bk.)
Standard No.: 10.1007/978-3-658-25390-5doiSubjects--Topical Terms:
189581
Inverse problems (Differential equations)
LC Class. No.: QA371
Dewey Class. No.: 515.357
Variational regularization for systems of inverse problemsTikhonov regularization with multiple forward operators /
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