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Titlebook: Fixed-Point Algorithms for Inverse Problems in Science and Engineering; Heinz H. Bauschke,Regina S. Burachik,Henry Wolkowi Book 2011 Sprin

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书目名称Fixed-Point Algorithms for Inverse Problems in Science and Engineering
编辑Heinz H. Bauschke,Regina S. Burachik,Henry Wolkowi
视频videohttp://file.papertrans.cn/345/344050/344050.mp4
概述International group of expert editors and contributors..Presents all new material in the areas of projection and fixed point algorithms for mathematics and the applied sciences..Basis for innovative r
丛书名称Springer Optimization and Its Applications
图书封面Titlebook: Fixed-Point Algorithms for Inverse Problems in Science and Engineering;  Heinz H. Bauschke,Regina S. Burachik,Henry Wolkowi Book 2011 Sprin
描述."Fixed-Point Algorithms for Inverse Problems in Science and Engineering" presents some of the most recent work from top-notch researchers studying projection and other first-order fixed-point algorithms in several areas of mathematics and the applied sciences. The material presented provides a survey of the state-of-the-art theory and practice in fixed-point algorithms, identifying emerging problems driven by applications, and discussing new approaches for solving these problems... ..This book incorporates diverse perspectives from broad-ranging areas of research including, variational analysis, numerical linear algebra, biotechnology, materials science, computational solid-state physics, and chemistry... ..Topics presented include:..    Theory of Fixed-point algorithms: convex analysis, convex optimization, subdifferential calculus, nonsmooth analysis, proximal point methods, projection methods, resolvent and related fixed-point theoretic methods, and monotone operator theory...    Numerical analysis of fixed-point algorithms: choice of step lengths, of weights, of blocks for block-iterative and parallel methods, and of relaxation parameters; regularization of ill-posed problems;
出版日期Book 2011
关键词Fixed-point algorithms; Inverse problems; Numerical analysis; algorithm analysis and problem complexity
版次1
doihttps://doi.org/10.1007/978-1-4419-9569-8
isbn_softcover978-1-4614-2900-5
isbn_ebook978-1-4419-9569-8Series ISSN 1931-6828 Series E-ISSN 1931-6836
issn_series 1931-6828
copyrightSpringer Science+Business Media, LLC 2011
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