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Titlebook: Iterative Methods for Approximate Solution of Inverse Problems; A. B. Bakushinsky,M. Yu. Kokurin Book 2004 Springer Science+Business Media

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书目名称Iterative Methods for Approximate Solution of Inverse Problems
编辑A. B. Bakushinsky,M. Yu. Kokurin
视频video
概述Presents a novel approach to constructing and studying iterative methods for approximate solution of nonlinear inverse problems.Gives rigorous theoretical analysis of the methods.Contains authors‘ rec
丛书名称Mathematics and Its Applications
图书封面Titlebook: Iterative Methods for Approximate Solution of Inverse Problems;  A. B. Bakushinsky,M. Yu. Kokurin Book 2004 Springer Science+Business Media
描述.This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presented approach is that it doesn’t require any structural conditions on equations under consideration, except for standard smoothness conditions. This allows to obtain in a uniform style stable iterative methods applicable to wide classes of nonlinear inverse problems. Practical efficiency of suggested algorithms is illustrated in application to inverse problems of potential theory and acoustic scattering. ...The volume can be read by anyone with a basic knowledge of functional analysis....The book will be of interest to applied m
出版日期Book 2004
关键词brandonwiskunde; algorithms; functional; functional analysis; Mathematica; mathematical modeling; modeling
版次1
doihttps://doi.org/10.1007/978-1-4020-3122-9
isbn_softcover978-90-481-6798-2
isbn_ebook978-1-4020-3122-9
copyrightSpringer Science+Business Media B.V. 2004
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发表于 2025-3-22 00:14:07 | 显示全部楼层
978-90-481-6798-2Springer Science+Business Media B.V. 2004
发表于 2025-3-22 00:39:55 | 显示全部楼层
A. B. Bakushinsky,M. Yu. KokurinPresents a novel approach to constructing and studying iterative methods for approximate solution of nonlinear inverse problems.Gives rigorous theoretical analysis of the methods.Contains authors‘ rec
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Mathematics and Its Applicationshttp://image.papertrans.cn/i/image/476583.jpg
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,Irregular Equations As Ill–Posed Problems,we collect frequently used facts concerning theory of linear operators and nonlinear analysis. In Section 1.2 we sketch the basics of contemporary theory of ill–posed problems. We recall fundamental notions of this theory such as regularization algorithm and regularization parameter. We also discuss
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