Introduction to Scientific Computing and Data Analysis

DOI10.1007/978-3-031-22430-0OpenAlexW4383750476MaRDI QIDQ6044559

Mark H. Holmes

Publication date: 20 May 2023

Published in: Texts in Computational Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-031-22430-0

zbMATH Keywords

optimizationprincipal component analysisinitial value problemsnonlinear equationdata analysiseigenvalue problemslinear equationmatrix equationsnumerical algorithmsinterpolation, numerical integration

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Linear inference, regression (62Jxx) Numerical computation of eigenvalues and eigenvectors of matrices (65F15) Numerical mathematical programming methods (65K05) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Numerical interpolation (65D05) Numerical computation of solutions to single equations (65H05) Numerical methods for initial value problems involving ordinary differential equations (65L05) Mathematics for nonmathematicians (engineering, social sciences, etc.) (00A06) Numerical integration (65D30) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to numerical analysis (65-01) Computer aspects of numerical algorithms (65Y99) Error analysis and interval analysis (65Gxx)

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