Exercises in Computational Mathematics with MATLAB

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Designed to provide tools for independent study, this book contains student-tested mathematical exercises joined with MATLAB programming exercises.

Most chapters open with a review followed by theoretical and programming exercises, with detailed solutions provided for all problems including programs. Many of the MATLAB exercises are presented as Russian dolls: each question improves and completes the previous program and results are provided to validate the intermediate programs.

The book offers useful MATLAB commands, advice on tables, vectors, matrices and basic commands for plotting. It contains material on eigenvalues and eigenvectors and important norms of vectors and matrices including perturbation theory; iterative methods for solving nonlinear and linear equations; polynomial and piecewise polynomial interpolation; Bézier curves; approximations of functions and integrals and more. The last two chapters considers ordinary differential equations including two point boundary value problems, and deal with finite difference methods for some partial differential equations.

The format is designed to assist students working alone, with concise Review paragraphs, Math Hint footnotes on the mathematical aspects of a problem and MATLAB Hint footnotes with tips on programming.

Author(s): Tom Lyche, Jean-Louis Merrien (auth.)
Series: Problem Books in Mathematics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2014

Language: English
Pages: 372
Tags: Computational Mathematics and Numerical Analysis; Linear and Multilinear Algebras, Matrix Theory; Appl.Mathematics/Computational Methods of Engineering; Approximations and Expansions; Applications of Mathematics; Computer-Aided Engineeri

Front Matter....Pages i-xii
An Introduction to MATLAB Commands....Pages 1-8
Matrices and Linear Systems....Pages 9-24
Matrices, Eigenvalues and Eigenvectors....Pages 25-42
Matrices, Norms and Conditioning....Pages 43-63
Iterative Methods....Pages 65-101
Polynomial Interpolation....Pages 103-129
Bézier Curves and Bernstein Polynomials....Pages 131-151
Piecewise Polynomials, Interpolation and Applications....Pages 153-175
Approximation of Integrals....Pages 177-219
Linear Least Squares Methods....Pages 221-248
Continuous and Discrete Approximations....Pages 249-280
Ordinary Differential Equations, One Step Methods....Pages 281-320
Finite Differences for Differential and Partial Differential Equations....Pages 321-362
Back Matter....Pages 363-372