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Iterative Methods for Linear and Nonlinear Equations

Iterative Methods for Linear and Nonlinear Equations

Iterative Methods for Linear and Nonlinear Equations Paperback - 1987

by C. T. Kelley

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Paperback. New. Provides a modern view of iterative methods for solving linear and nonlinear equations, which are the basis for many of the models of phenomena in science and engineering. The text provides motivating examples mainly from boundary value problems with partial differential equations, and many of the chapters contain links to MATLAB code.
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Details

  • Title Iterative Methods for Linear and Nonlinear Equations
  • Author C. T. Kelley
  • Binding Paperback
  • Edition [ Edition: first
  • Condition New
  • Pages 180
  • Volumes 1
  • Language ENG
  • Publisher Society for Industrial and Applied Mathematic, Philadelphia
  • Publication date January 1, 1987
  • Illustrated Yes
  • Bookseller's Inventory # A9780898713527
  • ISBN 9780898713527 / 0898713528
  • Weight 0.77 lbs (0.35 kg)
  • Dimensions 9.89 x 7.01 x 0.51 in (25.12 x 17.81 x 1.30 cm)
  • Category Mathematics
  • Library of Congress Catalogue Number 95032249
  • Dewey Decimal Code 519.4
  • Quantity available 2

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Reader reviews for Iterative Methods for Linear and Nonlinear Equations

From the publisher

Linear and nonlinear systems of equations are the basis for many, if not most, of the models of phenomena in science and engineering, and their efficient numerical solution is critical to progress in these areas. This is the first book to be published on nonlinear equations since the mid-1980s. Although it stresses recent developments in this area, such as Newton-Krylov methods, considerable material on linear equations has been incorporated. This book focuses on a small number of methods and treats them in depth. The author provides a complete analysis of the conjugate gradient and generalized minimum residual iterations as well as recent advances including Newton-Krylov methods, incorporation of inexactness and noise into the analysis, new proofs and implementations of Broyden's method, and globalization of inexact Newton methods.

First line

We begin by setting notation and reviewing some ideas from numerical linear algebra that we expect the reader to be familiar with.
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