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Scientific Computing with MATLAB

  • Textbook
  • © 2004

Overview

  • Easy introduction to scientific computing
  • Very suitable for the scientific computing part of the everywhere growing CSE courses
  • Eminently suitable for physicists, chemists, engineers and other scientists who have to upgrade their knowledge on numerical methods
  • Includes supplementary material: sn.pub/extras

Part of the book series: Texts in Computational Science and Engineering (TCSE, volume 2)

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Table of contents (9 chapters)

Keywords

About this book

"It is important to prove, is more but it important to improve." This textbook is an introduction to Scientific Computing. We will illustrate several numerical methods for the computer solution of cer­ tain classes of mathematical problems that cannot be faced by paper and pencil. We will show how to compute the zeros or the integrals of continuous functions, solve linear systems, approximate functions by polynomials and construct accurate approximations for the solution of differential equations. With this aim, in Chapter 1 we will illustrate the rules of the game that computers adopt when storing and operating with real and complex numbers, vectors and matrices. In order to make our presentation concrete and appealing we will adopt the programming environment MATLAB ® 1 as a faithful companion. We will gradually discover its principal commands, statements and con­ structs. We will show how to execute all the algorithms that we intro­ duce throughout the book. This will enable us to furnish an immediate quantitative assessment of their theoretical properties such as stability, accuracy and complexity. We will solve several problems that will be raised through exercises and examples, often stemming from specific ap­ plications.

Reviews

From the reviews:

“Can be used either as a complement to a basic or more advanced course in numerical analysis, or as a do-book for a short and practical introduction to the subject … . closing section of each chapter is a list of exercises, adapted to the level of the reader. … exercises are essential because the emphasis is clearly on the practical implementation … . after working through this book, the reader is brought to a relatively experienced lower step up the ladder of scientific computing.” (Adhemar Bultheel, Bulletin of the Belgian Mathematical Society, Vol. 15 (1), 2008)

Authors and Affiliations

  • Ecole Polytechnique Fédérale de Lausanne 1015 Lausanne, Switzerland

    Alfio Quarteroni

  • Politecnico de Milano, Milano, Italy

    Alfio Quarteroni, Fausto Saleri

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