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Scientific Computing with MATLAB and Octave

✍ Scribed by Alfio Quarteroni, Fausto Saleri, Paola Gervasio (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2014
Tongue
English
Leaves
465
Series
Texts in Computational Science and Engineering 2
Edition
4
Category
Library

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✦ Synopsis


This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer-based solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros, the extrema, and the integrals of continuous functions, solve linear systems, approximate functions using polynomials and construct accurate approximations for the solution of ordinary and partial differential equations. To make the format concrete and appealing, the programming environments Matlab and Octave are adopted as faithful companions. The book contains the solutions to several problems posed in exercises and examples, often originating from important applications. At the end of each chapter, a specific section is devoted to subjects which were not addressed in the book and contains bibliographical references for a more comprehensive treatment of the material.

From the review:

".... This carefully written textbook, the third English edition, contains substantial new developments on the numerical solution of differential equations. It is typeset in a two-color design and is written in a style suited for readers who have mathematics, natural sciences, computer sciences or economics as a background and who are interested in a well-organized introduction to the subject." Roberto Plato (Siegen), Zentralblatt MATH 1205.65002.

✦ Table of Contents


Front Matter....Pages I-XVIII
What can’t be ignored....Pages 1-40
Nonlinear equations....Pages 41-76
Approximation of functions and data....Pages 77-111
Numerical differentiation and integration....Pages 113-136
Linear systems....Pages 137-191
Eigenvalues and eigenvectors....Pages 193-211
Numerical optimization....Pages 213-269
Ordinary differential equations....Pages 271-328
Numerical approximation of boundary-value problems....Pages 329-376
Solutions of the exercises....Pages 377-428
Back Matter....Pages 429-450

✦ Subjects


Computational Science and Engineering; Numerical and Computational Physics; Computational Intelligence; Theoretical and Computational Chemistry; Visualization


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Scientific Computing with MATLAB and Oct
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<P>This textbook is an introduction to Scientific Computing, in which several numerical methods for the computer solution of certain classes of mathematical problems are illustrated. The authors show how to compute the zeros or the integrals of continuous functions, solve linear systems, approximate