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

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Albert Tarantola 作者

SIAM: Society for Industrial and Applied Mathematics

译者

2004-12-20 出版日期

352 页数

USD 95.50 价格

Paperback

丛书系列

9780898715729 图书编码

Inverse Problem Theory and Methods for Model Parameter Estimation 在线电子书图书标签: 反演问题 Statistics

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

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

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Inverse Problem Theory and Methods for Model Parameter Estimation 在线电子书著者简介

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

Inverse Problem Theory and Methods for Model Parameter Estimation 在线电子书图书描述

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.

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