Iterative Methods for Linear and Nonlinear Equations (BOK)

C. T. Kelley, H. T. Banks

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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.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 1987 Forfatter C. T. Kelley, H. T. Banks
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9780898713527
Antall sider 180 Dimensjoner 15,2cm x 22,8cm x 0,9cm
Vekt 337 gram Leverandør Bertram Trading Ltd
Emner og form Differential calculus & equations, Maths for scientists, Maths for engineers