Dynamic data assimilation : a least squares approach /

A basic one-stop reference for graduate students and researchers.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lewis, J. M.
Otros Autores: Lakshmivarahan, S., Dhall, Sudarshan Kumar, 1937-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : Cambridge University Press, 2006.
Colección:Encyclopedia of mathematics and its applications ; 104.
Temas:
Simulation methods.
Mathematical models.
Models, Theoretical
Méthodes de simulation.
Modèles mathématiques.
simulation methods.
mathematical models.
MATHEMATICS > General.
Mathematical models
Simulation methods
Dynamische systemen.
Ontbrekende gegevens.
Wiskundige modellen.
Kleinste-kwadratenmethode.
Electronic books.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Synopsis
  • 2. Pathways into data assimilation : illustrative examples
  • 3. Applications
  • 4. Brief history of data assimilation
  • 5. Linear least squares estimation : method of normal equations
  • 6. A geometric view : projection and invariance
  • 7. Nonlinear least squares estimation
  • 8. Recursive least squares estimation
  • 9. Matrix methods
  • 10. Optimization : steepest descent method
  • 11. Conjugate direction/gradient methods
  • 12. Newton and quasi-Newton methods
  • 13. Principles of statistical estimation
  • 14. Statistical least squares estimation
  • 15. Maximum likelihood method
  • 16. Bayesian estimation method
  • 17. From Gauss to Kalman : sequential, linear minimum variance estimation.

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