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Inverse Problem Theory and Methods for Model Parameter Estimation

Albert Tarantola




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 | #1325194 in Books |  2004-12-20 | Original language:English | PDF # 1 |  8.98 x.79 x5.98l,1.35 | File type: PDF | 352 pages

|| |'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

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 informatio...

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