Title Dynamic data assimilation : a least squares approach / John M. Lewis, S. Lakshmivarahan, Sudarshan Dhall

Published Cambridge : Cambridge University Press, 2006

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Description 1 online resource (xxii, 654 pages) : illustrations, map Series Encyclopedia of mathematics and its applications ; 104 Encyclopedia of mathematics and its applications ; 104. Contents 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 Summary A basic one-stop reference for graduate students and researchers Bibliography Includes bibliographical references and index Notes Print version record Subject Simulation methods. Mathematical models. Models, Theoretical simulation methods. mathematical models. MATHEMATICS -- General. Mathematical models Simulation methods Dynamische systemen. Ontbrekende gegevens. Wiskundige modellen. Kleinste-kwadratenmethode. Genre/Form Electronic books Form Electronic book Author Lakshmivarahan, S. Dhall, Sudarshan Kumar, 1937- ISBN 9781461941507 1461941504 9780511526480 0511526482 9781107390423 1107390427

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