Inverse Problem Theory and Methods for Model Parameter Estimation

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( su 8 valutazioni fornite da Goodreads )
 
9780898715729: Inverse Problem Theory and Methods for Model Parameter Estimation

The use of actual observations to infer the properties of a model is an inverse problem, which are often difficult as they may not have a unique solution. This book proposes a general approach that is valid for linear as well as for nonlinear problems. The philosophy is essentially probabilistic and allows the reader to understand the basic difficulties appearing in the resolution of inverse problems. The book attempts to explain how a method of acquisition of information can be applied to actual real-world problems, including many heuristic arguments. Prompted by recent developments in inverse theory, this text is a completely rewritten version of a 1987 book by the same author, and includes many algorithmic details for Monte Carlo methods, least-squares discrete problems, and least-squares problems involving functions. In addition, some notions are clarified, the role of optimization techniques is underplayed, and Monte Carlo methods are taken much more seriously.

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Book Description:

This book proposes a general approach that allows the reader to understand the basic difficulties appearing in the resolution of inverse problems, valid for linear as well as for nonlinear problems. Prompted by new developments, this text is a completely rewritten version of a 1987 book by the same author.

Review:

'Tarantola's book is undoubtedly the most important work on probabilistic inverse theory. It presents a complete theory where a physical parameter is represented, not by a number, but by a probability distribution.' Klaus Mosegaard, Niels Bohr Institute

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Tarantola, Albert
Editore: SIAM: Society for Industrial and Applied Mathematics (2004)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro SIAM: Society for Industrial and Applied Mathematics, 2004. Soft cover. Condizione libro: New. Condizione sovraccoperta: New. 1st Edition. Low price guarantee! The book is the brand new international edition textbook with the different ISBN and cover design. The book main content black/white printed in full English as same as the corresponding original US edition. Fast shipments will sent out by DHL/UPS or standard post mail with tracking numbers in one to two working days after the orders confirmed. Codice libro della libreria ABE-16101422951

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Tarantola, Albert
Editore: Philadelphia, Pennsylvania, Society for Industrial & Applied (2004)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro Philadelphia, Pennsylvania, Society for Industrial & Applied, 2004. Soft cover. Condizione libro: New. Condizione sovraccoperta: New. 1st Edition. **INTERNATIONAL EDITION (SOFTCOVER VERSION)** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments contain tracking numbers. Great professional textbook selling experience and expedite shipping service. Codice libro della libreria ABE-8060992251

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Albert Tarantola
Editore: Society for Industrial Applied Mathematics,U.S., United States (2005)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro Society for Industrial Applied Mathematics,U.S., United States, 2005. Paperback. Condizione libro: New. Language: English . Brand New Book. While the prediction of observations is a forward problem, the use of actual observations to infer the properties of a model is an inverse problem. Inverse problems are difficult because they may not have a unique solution. The description of uncertainties plays a central role in the theory, which is based on probability theory. This book proposes a general approach that is valid for linear as well as for nonlinear problems. The philosophy is essentially probabilistic and allows the reader to understand the basic difficulties appearing in the resolution of inverse problems. The book attempts to explain how a method of acquisition of information can be applied to actual real-world problems, and many of the arguments are heuristic. Prompted by recent developments in inverse theory, Inverse Problem Theory and Methods for Model Parameter Estimation is a completely rewritten version of a 1987 book by the same author. In this version there are many algorithmic details for Monte Carlo methods, least-squares discrete problems, and least-squares problems involving functions.In addition, some notions are clarified, the role of optimization techniques is underplayed, and Monte Carlo methods are taken much more seriously. The first part of the book deals exclusively with discrete inverse problems with a finite number of parameters, while the second part of the book deals with general inverse problems. Codice libro della libreria AAN9780898715729

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Albert Tarantola
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ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro Society for Industrial Applied Mathematics,U.S., United States, 2005. Paperback. Condizione libro: New. Language: English . Brand New Book. The use of actual observations to infer the properties of a model is an inverse problem, which are often difficult as they may not have a unique solution. This book proposes a general approach that is valid for linear as well as for nonlinear problems. The philosophy is essentially probabilistic and allows the reader to understand the basic difficulties appearing in the resolution of inverse problems. The book attempts to explain how a method of acquisition of information can be applied to actual real-world problems, including many heuristic arguments. Prompted by recent developments in inverse theory, this text is a completely rewritten version of a 1987 book by the same author, and includes many algorithmic details for Monte Carlo methods, least-squares discrete problems, and least-squares problems involving functions. In addition, some notions are clarified, the role of optimization techniques is underplayed, and Monte Carlo methods are taken much more seriously. Codice libro della libreria AAN9780898715729

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Tarantola, Albert
Editore: Society for Industrial and Applied Mathematics (2005)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro Society for Industrial and Applied Mathematics, 2005. PAP. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria CE-9780898715729

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Albert Tarantola
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Descrizione libro Society for Industrial & Applied Mathematics,U.S. Paperback. Condizione libro: new. BRAND NEW, Inverse Problem Theory and Methods for Model Parameter Estimation, Albert Tarantola, The use of actual observations to infer the properties of a model is an inverse problem, which are often difficult as they may not have a unique solution. This book proposes a general approach that is valid for linear as well as for nonlinear problems. The philosophy is essentially probabilistic and allows the reader to understand the basic difficulties appearing in the resolution of inverse problems. The book attempts to explain how a method of acquisition of information can be applied to actual real-world problems, including many heuristic arguments. Prompted by recent developments in inverse theory, this text is a completely rewritten version of a 1987 book by the same author, and includes many algorithmic details for Monte Carlo methods, least-squares discrete problems, and least-squares problems involving functions. In addition, some notions are clarified, the role of optimization techniques is underplayed, and Monte Carlo methods are taken much more seriously. Codice libro della libreria B9780898715729

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Albert Tarantola
Editore: SIAM: Society for Industrial and Applied Mathematics (2004)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro SIAM: Society for Industrial and Applied Mathematics, 2004. Paperback. Condizione libro: New. 1. Codice libro della libreria DADAX0898715725

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Albert Tarantola
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Descrizione libro Society for Industrial & Applied, 2005. Paperback. Condizione libro: Brand New. 1st edition. 352 pages. 10.00x7.00x0.75 inches. In Stock. Codice libro della libreria __0898715725

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Descrizione libro Condizione libro: New. Depending on your location, this item may ship from the US or UK. Codice libro della libreria 97808987157290000000

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ALBERT TARANTOLA
Editore: Soc Industrial Applied Maths (2005)
ISBN 10: 0898715725 ISBN 13: 9780898715729
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Descrizione libro Soc Industrial Applied Maths, 2005. Paperback. Condizione libro: NEW. 9780898715729 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0484124

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