Coverart for item
The Resource Nonlinear data assimilation, Peter Jan van Leeuwen, Yuan Cheng, Sebastian Reich

Nonlinear data assimilation, Peter Jan van Leeuwen, Yuan Cheng, Sebastian Reich

Label
Nonlinear data assimilation
Title
Nonlinear data assimilation
Statement of responsibility
Peter Jan van Leeuwen, Yuan Cheng, Sebastian Reich
Creator
Contributor
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
CDX
http://library.link/vocab/creatorName
Leeuwen, Peter Jan van
Dewey number
511.8
Illustrations
illustrations
Index
no index present
LC call number
QA401
LC item number
.L44 2015
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Cheng, Yuan
  • Reich, Sebastian
Series statement
Frontiers in applied dynamical systems: Reviews and tutorials,
Series volume
volume 2
http://library.link/vocab/subjectName
  • Simulation methods
  • Mathematical models
  • Mathematical models
  • Simulation methods
Label
Nonlinear data assimilation, Peter Jan van Leeuwen, Yuan Cheng, Sebastian Reich
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
921827682
Dimensions
24 cm
Extent
xii, 118 pages
Isbn
9783319183466
Lccn
2015938920
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)921827682
Label
Nonlinear data assimilation, Peter Jan van Leeuwen, Yuan Cheng, Sebastian Reich
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
921827682
Dimensions
24 cm
Extent
xii, 118 pages
Isbn
9783319183466
Lccn
2015938920
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations (some color)
System control number
(OCoLC)921827682

Library Locations

    • Mathematical Sciences LibraryBorrow it
      104 Ellis Library, Columbia, MO, 65201, US
      38.944377 -92.326537
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