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Titlebook: Approximation Theory and Algorithms for Data Analysis; Armin Iske Textbook 2018 Springer Nature Switzerland AG 2018 foundations approximat

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发表于 2025-3-21 17:09:26 | 显示全部楼层 |阅读模式
期刊全称Approximation Theory and Algorithms for Data Analysis
影响因子2023Armin Iske
视频videohttp://file.papertrans.cn/161/160400/160400.mp4
发行地址Clear and comprehensible introduction to approximation theory and its applications.Offers a constructive approach to methods and algorithms.Contains a large number of examples and exercises
学科分类Texts in Applied Mathematics
图书封面Titlebook: Approximation Theory and Algorithms for Data Analysis;  Armin Iske Textbook 2018 Springer Nature Switzerland AG 2018 foundations approximat
影响因子.This textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing, and adopting a constructive approach, in which the development of numerical algorithms for data analysis plays an important role...The following topics are covered:..* least-squares approximation and regularization methods..* interpolation by algebraic and trigonometric polynomials..* basic results on best approximations..* Euclidean approximation..* Chebyshev approximation..* asymptotic concepts: error estimates and convergence rates..* signal approximation by Fourier and wavelet methods..* kernel-based multivariate approximation..* approximation methods in computerized tomography..Providing numerous supporting examples, graphical illustrations, and carefully selected exercises, this textbook is suitable for introductory courses, seminars, and distance learning programs on approximation for undergraduate students..
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Approximation Theory and Algorithms for Data Analysis
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0939-2475 Contains a large number of examples and exercises.This textbook offers an accessible introduction to the theory and numerics of approximation methods, combining classical topics of approximation with recent advances in mathematical signal processing, and adopting a constructive approach, in which th
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Textbook 2018ation methods in computerized tomography..Providing numerous supporting examples, graphical illustrations, and carefully selected exercises, this textbook is suitable for introductory courses, seminars, and distance learning programs on approximation for undergraduate students..
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