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Inverse problem theory : methods for data fitting and model parameter estimation
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ISBN: 0444427651 9780444427656 Year: 1987 Publisher: Amsterdam Elsevier

An introduction to inverse scattering and inverse spectral problems
Authors: --- ---
ISBN: 0898713870 Year: 1997 Publisher: Philadelphia (Pa.) : SIAM,

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Abstract

"Here is a clearly written introduction to three central areas of inverse problems: inverse problems in electromagnetic scattering theory, inverse spectral theory, and inverse problems in quantum scattering theory. Inverse problems, one of the most attractive parts of applied mathematics, attempt to obtain information about structures by nondestructive measurements. Based on a series of lectures presented by three of the authors, all experts in the field, the book provides a quick and easy way for readers to become familiar with the area through a survey of recent developments in inverse spectral and inverse scattering problems. In the opening chapter, Päivärinta collects the mathematical tools needed in the subsequent chapters and gives references for further study. Colton's chapter focuses on electromagnetic scattering problems. As an application he considers the problem of detecting and monitoring leukemia. Rundell's chapter deals with inverse spectral problems. He describes several exact and algorithmic methods for reconstructing an unknown function from the spectral data. Chadan provides an introduction to quantum mechanical inverse scattering problems. As an application he explains the celebrated method of Gardner, Greene, Kruskal, and Miura for solving nonlinear evolution equations such as the Korteweg_de Vries equation. Each chapter provides full references for further study." [Publisher]

Parameter identification and inverse problems in hydrology, geology, and ecology
Authors: ---
ISBN: 0792340892 9401072639 940091704X Year: 1996 Volume: v. 23 Publisher: Dordrecht ; Boston : Kluwer Academic Publishers,

Inverse problems : activities for undergraduates
Author:
ISBN: 0883857162 Year: 1999 Publisher: Englewood Cliffs (N.J.): Mathematical association of America


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System identification : methods and applications
Author:
ISBN: 0201041081 020104109X Year: 1974 Volume: no. 4 Publisher: Reading (Mass.): Addison-Wesley

The inverse problem of the calculus of variations for ordinary differential equations
Authors: ---
ISBN: 082182533X Year: 1992 Publisher: Providence (R.I.): American Mathematical Society

Discrete inverse and state estimation problems : with geophysical fluid applications
Author:
ISBN: 0521854245 9780521854245 9780511535949 9781107406063 9780511219276 051121927X 0511219954 9780511219955 0511220634 9780511220630 9780511221248 051122124X 1280480076 9781280480072 0511535945 051121927X 1107165776 9781107165779 1107406064 051131695X Year: 2006 Publisher: Cambridge : Cambridge University Press,

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Abstract

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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