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Discrete Inverse and State Estimation Problems

With Geophysical Fluid Applications

Language EnglishEnglish
Book Hardback
Book Discrete Inverse and State Estimation Problems Carl Wunsch
Libristo code: 02047233
Publishers Cambridge University Press, June 2006
The problems of making inferences about the natural world from noisy observations and imperfect theo... Full description
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76 186 Ft
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The problems of making inferences about the natural world from noisy observations and imperfect theories occur in almost all scientific disciplines. This 2006 book addresses these problems using examples taken from geophysical fluid dynamics. It focuses on discrete formulations, both static and time-varying, known variously as inverse, state estimation or data assimilation problems. Starting with fundamental algebraic and statistical ideas, the book guides the reader through a range of inference tools including the singular value decomposition, Gauss-Markov and minimum variance estimates, Kalman filters and related smoothers, and adjoint (Lagrange multiplier) methods. The final chapters discuss a variety of practical applications to geophysical flow problems. Discrete Inverse and State Estimation Problems is an ideal introduction to the topic for graduate students and researchers in oceanography, meteorology, climate dynamics, and geophysical fluid dynamics. It is also accessible to a wider scientific audience; the only prerequisite is an understanding of linear algebra.

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About the book

Full name Discrete Inverse and State Estimation Problems
Author Carl Wunsch
Language English
Binding Book - Hardback
Date of issue 2006
Number of pages 384
EAN 9780521854245
ISBN 0521854245
Libristo code 02047233
Weight 936
Dimensions 181 x 252 x 24
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