Iterative Methods without Inversion

Iterative Methods without Inversion
Author :
Publisher : CRC Press
Total Pages : 241
Release :
ISBN-10 : 9781498758963
ISBN-13 : 1498758967
Rating : 4/5 (967 Downloads)

Book Synopsis Iterative Methods without Inversion by : Anatoly Galperin

Download or read book Iterative Methods without Inversion written by Anatoly Galperin and published by CRC Press. This book was released on 2016-11-17 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Iterative Methods without Inversion presents the iterative methods for solving operator equations f(x) = 0 in Banach and/or Hilbert spaces. It covers methods that do not require inversions of f (or solving linearized subproblems). The typical representatives of the class of methods discussed are Ulm’s and Broyden’s methods. Convergence analyses of the methods considered are based on Kantorovich’s majorization principle which avoids unnecessary simplifying assumptions like differentiability of the operator or solvability of the equation. These analyses are carried out under a more general assumption about degree of continuity of the operator than traditional Lipschitz continuity: regular continuity. Key Features The methods discussed are analyzed under the assumption of regular continuity of divided difference operator, which is more general and more flexible than the traditional Lipschitz continuity. An attention is given to criterions for comparison of merits of various methods and to the related concept of optimality of a method of certain class. Many publications on methods for solving nonlinear operator equations discuss methods that involve inversion of linearization of the operator, which task is highly problematic in infinite dimensions. Accessible for anyone with minimal exposure to nonlinear functional analysis.


Iterative Methods without Inversion Related Books

Iterative Methods without Inversion
Language: en
Pages: 241
Authors: Anatoly Galperin
Categories: Mathematics
Type: BOOK - Published: 2016-11-17 - Publisher: CRC Press

GET EBOOK

Iterative Methods without Inversion presents the iterative methods for solving operator equations f(x) = 0 in Banach and/or Hilbert spaces. It covers methods th
Iterative Methods for Sparse Linear Systems
Language: en
Pages: 537
Authors: Yousef Saad
Categories: Mathematics
Type: BOOK - Published: 2003-04-01 - Publisher: SIAM

GET EBOOK

Mathematics of Computing -- General.
Iterative Methods for Solving Nonlinear Equations and Systems
Language: en
Pages: 494
Authors: Juan R. Torregrosa
Categories: Mathematics
Type: BOOK - Published: 2019-12-06 - Publisher: MDPI

GET EBOOK

Solving nonlinear equations in Banach spaces (real or complex nonlinear equations, nonlinear systems, and nonlinear matrix equations, among others), is a non-tr
Iterative Methods for Approximate Solution of Inverse Problems
Language: en
Pages: 298
Authors: A.B. Bakushinsky
Categories: Mathematics
Type: BOOK - Published: 2007-09-28 - Publisher: Springer Science & Business Media

GET EBOOK

This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis fo
Iterative Optimization in Inverse Problems
Language: en
Pages: 302
Authors: Charles L. Byrne
Categories: Business & Economics
Type: BOOK - Published: 2014-02-12 - Publisher: CRC Press

GET EBOOK

Iterative Optimization in Inverse Problems brings together a number of important iterative algorithms for medical imaging, optimization, and statistical estimat