**Iterative Methods for Linear and Nonlinear Equations**

by C.T. Kelley

**Publisher**: SIAM 1995**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.

Download or read it online for free here:

**Download link**

(780KB, PDF)

## Similar books

**Notes on Harmonic Analysis**

by

**George Benthien**

Tutorial discussing some of the numerical aspects of practical harmonic analysis. Topics include Historical Background, Fourier Series and Integral Approximations, Convergence Improvement, Differentiation of Fourier Series and Sigma Factors, etc.

(

**7699**views)

**Introduction to Numerical Methods**

by

**Jeffrey R. Chasnov**-

**The Hong Kong University**

This is primarily for non-mathematics majors and is required by several engineering departments. Contents: IEEE Arithmetic; Root Finding; Systems of equations; Least-squares approximation; Interpolation; Integration; Ordinary differential equations.

(

**4674**views)

**Numerical Analysis I**

by

**Mark Embree**-

**Rice University**

This course takes a tour through many algorithms of numerical analysis. We aim to assess alternative methods based on efficiency, to discern well-posed problems from ill-posed ones, and to see these methods in action through computer implementation.

(

**10530**views)

**Parallel Spectral Numerical Methods**

by

**Gong Chen, et al.**-

**Wikibooks**

We start with finite-precision arithmetic. We then discuss how to solve ordinary differential equations and partial differential equations using the technique of separation of variables. We then introduce numerical time-stepping schemes...

(

**6070**views)