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101 0 $aeng
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200 10$aVariational Regularization for Systems of Inverse Problems$b[electronic resource] $eTikhonov Regularization with Multiple Forward Operators /$fby Richard Huber
205   $a1st ed. 2019.
210  1$aWiesbaden :$cSpringer Fachmedien Wiesbaden :$cImprint: Springer Spektrum,$d2019.
215   $a1 online resource (IX, 136 p. 1 illus.) 
225 1 $aBestMasters,$x2625-3577
311   $a3-658-25389-4 
327   $aGeneral Tikhonov Regularization -- Specific Discrepancies -- Regularization Functionals -- Application to STEM Tomography Reconstruction.
330   $aTikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scienti?c ?elds. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their speci?c structure. Such an approach allows to choose the regularization weights of each subproblem individually with respect to the corresponding noise levels and degrees of ill-posedness. Contents General Tikhonov Regularization Specific Discrepancies Regularization Functionals Application to STEM Tomography Reconstruction Target Groups Researchers and students in the field of mathematics Experts in the areas of mathematics, imaging, computer vision and nanotechnology The Author Richard Huber wrote his master?s thesis under the supervision of Prof. Dr. Kristian Bredies at the Institute for Mathematics and Scientific Computing at Graz University, Austria.
410  0$aBestMasters,$x2625-3577
606   $aApplied mathematics
606   $aEngineering mathematics
606   $aMathematical analysis
606   $aAnalysis (Mathematics)
606   $aComputer mathematics
606   $aApplications of Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M13003
606   $aAnalysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M12007
606   $aComputational Mathematics and Numerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M1400X
615  0$aApplied mathematics.
615  0$aEngineering mathematics.
615  0$aMathematical analysis.
615  0$aAnalysis (Mathematics).
615  0$aComputer mathematics.
615 14$aApplications of Mathematics.
615 24$aAnalysis.
615 24$aComputational Mathematics and Numerical Analysis.
676   $a519
700   $aHuber$b Richard$4aut$4http://id.loc.gov/vocabulary/relators/aut$0780949
906   $aBOOK
912   $a9910338250303321
996   $aVariational Regularization for Systems of Inverse Problems$91668072
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