| 書目名稱 | Fixed-Point Algorithms for Inverse Problems in Science and Engineering | | 編輯 | Heinz H. Bauschke,Regina S. Burachik,Henry Wolkowi | | 視頻video | http://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 | | 叢書名稱 | Springer Optimization and Its Applications | | 圖書封面 |  | | 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 | | 關鍵詞 | Fixed-point algorithms; Inverse problems; Numerical analysis; algorithm analysis and problem complexity | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4419-9569-8 | | isbn_softcover | 978-1-4614-2900-5 | | isbn_ebook | 978-1-4419-9569-8Series ISSN 1931-6828 Series E-ISSN 1931-6836 | | issn_series | 1931-6828 | | copyright | Springer Science+Business Media, LLC 2011 |
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