Inverse Problem Theory and Methods for Model Parameter Estimation pdf epub mobi txt 电子书下载 2024

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Albert Tarantola

SIAM: Society for Industrial and Applied Mathematics

2004-12-20

352

USD 95.50

Paperback

9780898715729

图书标签: 反演问题 Statistics

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发表于2024-09-20

Inverse Problem Theory and Methods for Model Parameter Estimation epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Inverse Problem Theory and Methods for Model Parameter Estimation pdf epub mobi txt 电子书下载 2024

图书描述

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.

Inverse Problem Theory and Methods for Model Parameter Estimation 下载 mobi epub pdf txt 电子书