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Numerical Analysis: A Second CourseNumerical Analysis: A Second Course

James M. Ortega



Classics in Applied Mathematics 3


"This is a concise account of certain topics in numerical analysis which a student is expected to know when he reaches an advanced course yet may not have been introduced to in his first course on the subject...This book is organized around the notion of error. After the concepts of stability and ill-conditioning (important in gauging the effects of all kinds of error) are elucidated in a first part of the book, discretization error, convergence error, and rounding error are each studied separately in a few important situations in the last three parts of the book. A review chapter on the Jordan canonical form and on norms for vectors and matrices precedes all." -- Mathematics of Computation, July 1973, page 669.

"An excellent textbook at the advanced undergraduate or beginning graduate level dealing mainly with questions of stability and growth of error. . . . . . . There are a number of books available whose content intersects significantly with Ortega's material. . . . . However, Ortega's approach is somewhat different, utilizing the concepts of stability and error growth as they arise in various computational areas to unify the treatment, rather than separately dealing with the solution of linear systems, the eigenproblem, or differential equations." -- Choice, January 1973, page 331.

"The selection of the material, its presentation with many examples, and, in particular, counterexamples, make this book extremely valuable--not only for students." -- G. Mayer, Zentrablatt fur Mathematik, 1990.


This reprint book addresses some of the basic questions in numerical analysis: convergence theorems for iterative methods for both linear and nonlinear equations; discretization error, especially for ordinary differential equations; rounding error analysis; sensitivity of eigenvalues; and solutions of linear equations with respect to changes in the data.

Contents

Introduction; Chapter 1: Linear Algebra; Part I: Mathematical Stability and Ill Conditioning. Chapter 2: Systems of Linear Algebraic Equations; Chapter 3: Chapter 4: Differential and Difference Equations; Part II: Discretization Error; Chapter 5: Discretization Error for Initial Problems; Chapter 6: Discretization Error for Boundary Value Problems; Part III: Convergence of Iterative Methods; Chapter 7: Systems of Linear Equations; Chapter 8: Systems of Nonlinear Equations; Part IV: Rounding Error; Chapter 9: Rounding Error for Gaussian Elimination; Bibliography; Index.

1990 / xiii + 201 pages / Softcover / ISBN-13: 978-0-898712-50-6 / ISBN-10: 0-89871-250-5 /
List Price $61.50 / SIAM Member Price $43.05 / Order Code CL03
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