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Nonlinear Data Assimilation
This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters. The first contribution by Jan van Leeuwen focuses on the potential of proposal densities...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
2 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 008 | 150722s2015 sz | s |||| 0|eng d | ||
| 020 | |a 9783319183473 |9 978-3-319-18347-3 | ||
| 024 | 7 | |a 10.1007/978-3-319-18347-3 |2 doi | |
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| 082 | 0 | 4 | |a 515.39 |2 23 |
| 100 | 1 | |a Van Leeuwen, Peter Jan. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Nonlinear Data Assimilation |h [electronic resource] / |c by Peter Jan Van Leeuwen, Yuan Cheng, Sebastian Reich. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2015. | |
| 300 | |a XII, 118 p. 19 illus., 15 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Frontiers in Applied Dynamical Systems: Reviews and Tutorials, |x 2364-4931 ; |v 2 | |
| 520 | |a This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters. The first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now. | ||
| 650 | 0 | |a Dynamical systems. | |
| 650 | 0 | |a Mathematics-Data processing. | |
| 650 | 0 | |a Mathematical physics. | |
| 650 | 1 | 4 | |a Dynamical Systems. |
| 650 | 2 | 4 | |a Computational Mathematics and Numerical Analysis. |
| 650 | 2 | 4 | |a Mathematical Physics. |
| 700 | 1 | |a Cheng, Yuan. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Reich, Sebastian. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319183466 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319183480 |
| 830 | 0 | |a Frontiers in Applied Dynamical Systems: Reviews and Tutorials, |x 2364-4931 ; |v 2 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-18347-3 |z Texto Completo |
| 912 | |a ZDB-2-SMA | ||
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| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||