Optimization and regularization for computational inverse problems and applications
"Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This...
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| Weitere Verfasser: | , , |
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| Format: | Livre numérique |
| Sprache: | Anglais |
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Berlin, Heidelberg :
Springer Berlin Heidelberg : Springer e-books
[20..].
Cham : Springer Nature |
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Description d'après consultation du 09 avril 2013 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Optimization and regularization for computational inverse problems and applications, [edited by] Yanfei Wang, Anatoly G. Yagola, Changchun Yang, Beijing, Higher Education Press, Springer Verlag, 2010, 1 vol. (XVII-350 p.), 978-3-642-13741-9 |
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| 041 | 0 | |a eng | |
| 082 | |a 518 | ||
| 084 | |a 65J22. 2010 | ||
| 084 | |a 90C90. 2010 | ||
| 245 | 0 | 0 | |a Optimization and regularization for computational inverse problems and applications |c edited by Yanfei Wang, Changchun Yang, Anatoly G. Yagola. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Springer e-books. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 500 | |a Description d'après consultation du 09 avril 2013 | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 504 | |a Bibliogr. Index | ||
| 505 | 1 | |a Introduction Regularization Theory and Recent Developments Nonstandard Regularization and Advanced Optimization Theory and Methods Numerical Inversion in Geoscience and Quantitative Remote Sensing | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a "Optimization and Regularization for Computational Inverse Problems and Applications" focuses on advances in inversion theory and recent developments with practical applications, particularly emphasizing the combination of optimization and regularization for solving inverse problems. This book covers both the methods, including standard regularization theory, Fejer processes for linear and nonlinear problems, the balancing principle, extrapolated regularization, nonstandard regularization, nonlinear gradient method, the nonmonotone gradient method, subspace method and Lie group method; and the practical applications, such as the reconstruction problem for inverse scattering, molecular spectra data processing, quantitative remote sensing inversion, seismic inversion using the Lie group method, and the gravitational lensing problem. Scientists, researchers and engineers, as well as graduate students engaged in applied mathematics, engineering, geophysics, medical science, image processing, remote sensing and atmospheric science will benefit from this book. Dr. Yanfei Wang is a Professor at the Institute of Geology and Geophysics, Chinese Academy of Sciences, China. Dr. Sc. Anatoly G. Yagola is a Professor and Assistant Dean of the Physical Faculty, Lomonosov Moscow State University, Russia. Dr. Changchun Yang is a Professor and Vice Director of the Institute of Geology and Geophysics, Chinese Academy of Sciences, China | ||
| 650 | |a Inversion (géophysique) | ||
| 650 | |a Optimisation mathématique | ||
| 650 | |a Actes de congrès | ||
| 700 | 1 | |a Wang, Yanfei, |d 19..- |4 pbd | |
| 700 | 1 | |a Yagola, Anatoliž Grigor evich, |d 19..- |4 pbd | |
| 700 | 1 | |a Yang, Changchun, |d 19..- |4 pbd | |
| 760 | 0 | |t Mathematics and Statistics | |
| 776 | 0 | |0 156106396 |t Optimization and regularization for computational inverse problems and applications |f [edited by] Yanfei Wang, Anatoly G. Yagola, Changchun Yang |c Beijing |n Higher Education Press |n Springer Verlag |d 2010 |p 1 vol. (XVII-350 p.) |z 978-3-642-13741-9 | |
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