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Titlebook: Numerical Analysis: A Graduate Course; David E. Stewart Textbook 2022 The Editor(s) (if applicable) and The Author(s), under exclusive lic

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發(fā)表于 2025-3-21 17:22:50 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Numerical Analysis: A Graduate Course
編輯David E. Stewart
視頻videohttp://file.papertrans.cn/669/668951/668951.mp4
概述Combines theory and practice in an application-based approach.Presents accessible graduate-level text.Includes algorithms and examples in Matlab and Julia programming
叢書名稱CMS/CAIMS Books in Mathematics
圖書封面Titlebook: Numerical Analysis: A Graduate Course;  David E. Stewart Textbook 2022 The Editor(s) (if applicable) and The Author(s), under exclusive lic
描述.This book aims to introduce graduate students to the many applications of numerical computation, explaining in detail both how and why the included methods work in practice. The text addresses numerical analysis as a middle ground between practice and theory, addressing both the abstract mathematical analysis and applied computation and programming models instrumental to the field.?While the text uses pseudocode, Matlab and Julia codes are available online for students to use, and to demonstrate implementation techniques. The textbook?also emphasizes multivariate problems alongside single-variable problems and deals with topics in randomness, including stochastic differential equations and randomized algorithms, and topics in optimization and approximation relevant to machine learning. Ultimately, it seeks to clarify issues in numerical analysis in the context of applications, and presenting accessible methods to students in mathematics and data science.?.
出版日期Textbook 2022
關(guān)鍵詞scientific computing; numerical analysis; numerical linear algebra; approximation theory; numerical diff
版次1
doihttps://doi.org/10.1007/978-3-031-08121-7
isbn_softcover978-3-031-08123-1
isbn_ebook978-3-031-08121-7Series ISSN 2730-650X Series E-ISSN 2730-6518
issn_series 2730-650X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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發(fā)表于 2025-3-21 23:21:39 | 只看該作者
Computing with Matrices and Vectors,t many algorithms, so there has been a great deal of work on this topic. We can only scratch the surface here, but you should feel free to use this as the starting point for finding the methods and analysis most appropriate for your application(s).
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發(fā)表于 2025-3-22 06:52:40 | 只看該作者
Differential Equations, independent variable on which all others depend. Usually, this independent variable is time, although it may be position along a rod or string. Typically, in these situations, the starting position or state is known at a particular time, and we wish to forecast how that will change with time.
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David E. Stewartt living in liminal space that requires and encourages cultural sensitivity, awareness, and commitment for a just society. A prominent theme in this book is the challenge of reconciling the ideal of Canadian multiculturalism with experiences of marginalization and stereotyping. Before her arrival, K
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David E. Stewarty address different racisms. The book inspires readers to embrace teaching and learning relationships that respect the dynamic spaces we live in locally and globally.Photo collage by Ray Dirks - Director Mennonite Heritage Cent978-94-6209-040-8Series ISSN 2214-9732 Series E-ISSN 2214-9740
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