Logo

Iterative Methods for Linear and Nonlinear Equations

Large book cover: Iterative Methods for Linear and Nonlinear Equations

Iterative Methods for Linear and Nonlinear Equations
by

Publisher: SIAM
ISBN/ASIN: 0898713528
ISBN-13: 9780898713527
Number of pages: 172

Description:
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.

Home page url

Download or read it online for free here:
Download link
(780KB, PDF)

Similar books

Book cover: Solving PDEs in PythonSolving PDEs in Python
by - Springer
This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library. Using a series of examples, it guides readers through the essential steps to quickly solving a PDE in FEniCS.
(1849 views)
Book cover: Lectures on Numerical Methods in Bifurcation ProblemsLectures on Numerical Methods in Bifurcation Problems
by - Tata Institute Of Fundamental Research
These lectures introduce the modern theory and practical numerical methods for continuation of solutions of nonlinear problems depending upon parameters. The treatment is elementary, advanced calculus and linear algebra are the omly prerequisites.
(5406 views)
Book cover: Lectures in Basic Computational Numerical AnalysisLectures in Basic Computational Numerical Analysis
by - University of Kentucky
These notes cover the following topics: Numerical linear algebra; Solution of nonlinear equations; Approximation theory; Numerical solution of ordinary differential equations; Numerical solution of partial differential equations.
(8610 views)
Book cover: Templates for the Solution of Linear SystemsTemplates for the Solution of Linear Systems
by - Society for Industrial Mathematics
The book focuses on the use of iterative methods for solving large sparse systems of linear equations. General and reusable templates are introduced to meet the needs of both the traditional user and the high-performance specialist.
(11559 views)