Computational Methods for Applied Inverse Problems
| Autor: | Yanfei Wang, Anatoly G. Yagola, Changchun Yang |
|---|---|
| EAN: | 9783110259056 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 30.10.2012 |
| Kategorie: | |
| Schlagworte: | Functional Analysis Inverse Problem Inverse Problem; Operator Theory; Computational Method; Regularization; Optimization; Geophysics; Geography; Oceanography; Remote Sensing; Image Processing Operator Theory |
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This monograph reports recent advances of inversion theory and recent developments with practical applications in frontiers of sciences, especially inverse design and novel computational methods for inverse problems. Readers who do research in applied mathematics, engineering, geophysics, biomedicine, image processing, remote sensing, and environmental science will benefit from the contents since the book incorporates a background of using statistical and non-statistical methods, e.g., regularization and optimization techniques for solving practical inverse problems.
Yanfei Wang, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, China; Anatoly G. Yagola, Lomonosov Moscow State University, Russia; Changchun Yang, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, China.
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