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Regularization of inverse problems Heinz W Engl; Martin Hanke; Andreas Neubauer

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Dordrecht ; Boston : Kluwer Academic Publishers, ©2000.Description: \viii, 321 pages : illustrations ; 25 cmISBN:
  • 9780792361404
Subject(s): DDC classification:
  • 515.35 ENG
Contents:
Introduction: Examples of inverse problems -- Ill-posed linear operator equations -- Regularization operators -- Continuous regularization methods -- Tikhonov regularization -- Iterative regularization methods -- The conjugate gradient method -- Regularization with differential operators -- Numerical realization -- Tikhonov regularization of nonlinear problems -- Iterative methods for nonlinear problems.
Summary: This book is devoted to the mathematical theory of regularization methods and gives an account of the currently available results about regularization methods for linear and nonlinear ill-posed problems.
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Item type Current library Collection Call number Status Date due Barcode
General Books General Books CUTN Central Library Sciences Non-fiction 515.35 ENG (Browse shelf(Opens below)) Available 40096

Introduction: Examples of inverse problems --
Ill-posed linear operator equations --
Regularization operators --
Continuous regularization methods --
Tikhonov regularization --
Iterative regularization methods --
The conjugate gradient method --
Regularization with differential operators --
Numerical realization --
Tikhonov regularization of nonlinear problems --
Iterative methods for nonlinear problems.

This book is devoted to the mathematical theory of regularization methods and gives an account of the currently available results about regularization methods for linear and nonlinear ill-posed problems.

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