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Book

Iterative Methods without Inversion

Book

Iterative Methods without Inversion

DOI link for Iterative Methods without Inversion

Iterative Methods without Inversion book

Iterative Methods without Inversion

DOI link for Iterative Methods without Inversion

Iterative Methods without Inversion book

ByAnatoly Galperin
Edition 1st Edition
First Published 2016
eBook Published 17 October 2016
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/9781315367743
Pages 240
eBook ISBN 9781315367743
Subjects Computer Science, Mathematics & Statistics
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Galperin, A. (2016). Iterative Methods without Inversion (1st ed.). Chapman and Hall/CRC. https://doi.org/10.1201/9781315367743

ABSTRACT

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.

TABLE OF CONTENTS

chapter 1|14 pages

Tools of the trade

chapter 2|38 pages

Ulm’s method

chapter 3|34 pages

Ulm’s method without derivatives

chapter 4|40 pages

Broyden’s method

chapter 5|42 pages

Optimal secant updates of low rank

chapter 6|44 pages

Optimal secant-type methods

chapter 7|12 pages

Majorant generators and their convergence domains

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