|
|
|
|
| LEADER |
02810nam a22005295i 4500 |
| 001 |
978-3-319-18347-3 |
| 003 |
DE-He213 |
| 005 |
20151107111105.0 |
| 007 |
cr nn 008mamaa |
| 008 |
150722s2015 gw | 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
|
| 040 |
|
|
|d GrThAP
|
| 050 |
|
4 |
|a QA313
|
| 072 |
|
7 |
|a PBWR
|2 bicssc
|
| 072 |
|
7 |
|a MAT034000
|2 bisacsh
|
| 082 |
0 |
4 |
|a 515.39
|2 23
|
| 082 |
0 |
4 |
|a 515.48
|2 23
|
| 100 |
1 |
|
|a Van Leeuwen, Peter Jan.
|e author.
|
| 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
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 347 |
|
|
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
|
|a Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
|x 2364-4532 ;
|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 Mathematics.
|
| 650 |
|
0 |
|a Dynamics.
|
| 650 |
|
0 |
|a Ergodic theory.
|
| 650 |
|
0 |
|a Mathematical physics.
|
| 650 |
|
0 |
|a Computer mathematics.
|
| 650 |
1 |
4 |
|a Mathematics.
|
| 650 |
2 |
4 |
|a Dynamical Systems and Ergodic Theory.
|
| 650 |
2 |
4 |
|a Computational Mathematics and Numerical Analysis.
|
| 650 |
2 |
4 |
|a Mathematical Applications in the Physical Sciences.
|
| 700 |
1 |
|
|a Cheng, Yuan.
|e author.
|
| 700 |
1 |
|
|a Reich, Sebastian.
|e author.
|
| 710 |
2 |
|
|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783319183466
|
| 830 |
|
0 |
|a Frontiers in Applied Dynamical Systems: Reviews and Tutorials,
|x 2364-4532 ;
|v 2
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1007/978-3-319-18347-3
|z Full Text via HEAL-Link
|
| 912 |
|
|
|a ZDB-2-SMA
|
| 950 |
|
|
|a Mathematics and Statistics (Springer-11649)
|
