Książka Discrete Inverse and State Estimation Problems Carl Wunsch

Discrete Inverse and State Estimation Problems

With Geophysical Fluid Applications

Autor: Carl Wunsch
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
824.28
The problems of making inferences about the natural world from noisy observations and imperfect theo...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2006
strony
384
EAN
9780521854245
ISBN
0521854245
Enbook ID
02047233
Waga
936
Wymiary
181 x 252 x 24

Pełny opis

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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