Linear Operator Equations Approximation And Regularization
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Author | : M. Thamban Nair |
Publisher | : World Scientific |
Total Pages | : 264 |
Release | : 2009 |
Genre | : Mathematics |
ISBN | : 9812835652 |
Download Linear Operator Equations Book in PDF, Epub and Kindle
Many problems in science and engineering have their mathematical formulation as an operator equation Tx=y, where T is a linear or nonlinear operator between certain function spaces. In practice, such equations are solved approximately using numerical methods, as their exact solution may not often be possible or may not be worth looking for due to physical constraints. In such situations, it is desirable to know how the so-called approximate solution approximates the exact solution, and what the error involved in such procedures would be. This book is concerned with the investigation of the above theoretical issues related to approximately solving linear operator equations. The main tools used for this purpose are basic results from functional analysis and some rudimentary ideas from numerical analysis. To make this book more accessible to readers, no in-depth knowledge on these disciplines is assumed for reading this book.
Author | : M Thamban Nair |
Publisher | : World Scientific |
Total Pages | : 264 |
Release | : 2009-05-05 |
Genre | : Mathematics |
ISBN | : 981446967X |
Download Linear Operator Equations: Approximation And Regularization Book in PDF, Epub and Kindle
Many problems in science and engineering have their mathematical formulation as an operator equation Tx=y, where T is a linear or nonlinear operator between certain function spaces. In practice, such equations are solved approximately using numerical methods, as their exact solution may not often be possible or may not be worth looking for due to physical constraints. In such situations, it is desirable to know how the so-called approximate solution approximates the exact solution, and what the error involved in such procedures would be.This book is concerned with the investigation of the above theoretical issues related to approximately solving linear operator equations. The main tools used for this purpose are basic results from functional analysis and some rudimentary ideas from numerical analysis. To make this book more accessible to readers, no in-depth knowledge on these disciplines is assumed for reading this book.
Author | : Mark Anthony Lukas |
Publisher | : |
Total Pages | : 290 |
Release | : 1981 |
Genre | : Linear operators |
ISBN | : |
Download Regularization of Linear Operator Equations Book in PDF, Epub and Kindle
Author | : M. Zuhair Nashed |
Publisher | : |
Total Pages | : 37 |
Release | : 1973 |
Genre | : Linear operators |
ISBN | : |
Download Approximate Regularized Solutions to Linear Operator Equations when the Data-vector is Not in the Range of the Operator Book in PDF, Epub and Kindle
The paper addresses itself to the problem of approximate pseudo solutions of the linear operator equation Af = g, when g is not necessarily in the range of the operator A. (Modified author abstract).
Author | : Anatoly B. Bakushinsky |
Publisher | : Walter de Gruyter GmbH & Co KG |
Total Pages | : 447 |
Release | : 2018-02-05 |
Genre | : Mathematics |
ISBN | : 3110556383 |
Download Regularization Algorithms for Ill-Posed Problems Book in PDF, Epub and Kindle
This specialized and authoritative book contains an overview of modern approaches to constructing approximations to solutions of ill-posed operator equations, both linear and nonlinear. These approximation schemes form a basis for implementable numerical algorithms for the stable solution of operator equations arising in contemporary mathematical modeling, and in particular when solving inverse problems of mathematical physics. The book presents in detail stable solution methods for ill-posed problems using the methodology of iterative regularization of classical iterative schemes and the techniques of finite dimensional and finite difference approximations of the problems under study. Special attention is paid to ill-posed Cauchy problems for linear operator differential equations and to ill-posed variational inequalities and optimization problems. The readers are expected to have basic knowledge in functional analysis and differential equations. The book will be of interest to applied mathematicians and specialists in mathematical modeling and inverse problems, and also to advanced students in these fields. Contents Introduction Regularization Methods For Linear Equations Finite Difference Methods Iterative Regularization Methods Finite-Dimensional Iterative Processes Variational Inequalities and Optimization Problems
Author | : V. V. Vasin |
Publisher | : Walter de Gruyter |
Total Pages | : 268 |
Release | : 2013-02-18 |
Genre | : Mathematics |
ISBN | : 3110900114 |
Download Ill-Posed Problems with A Priori Information Book in PDF, Epub and Kindle
The Inverse and Ill-Posed Problems Series is a series of monographs publishing postgraduate level information on inverse and ill-posed problems for an international readership of professional scientists and researchers. The series aims to publish works which involve both theory and applications in, e.g., physics, medicine, geophysics, acoustics, electrodynamics, tomography, and ecology.
Author | : Andreas Neubauer |
Publisher | : |
Total Pages | : 104 |
Release | : 1986 |
Genre | : Convex sets |
ISBN | : 9783853696378 |
Download Tikhonov-regularization of Ill-posed Linear Operator Equations on Closed Convex Sets Book in PDF, Epub and Kindle
Author | : Vitalii P. Tanana |
Publisher | : Walter de Gruyter GmbH & Co KG |
Total Pages | : 138 |
Release | : 2018-03-19 |
Genre | : Mathematics |
ISBN | : 3110577216 |
Download Optimal Methods for Ill-Posed Problems Book in PDF, Epub and Kindle
The book covers fundamentals of the theory of optimal methods for solving ill-posed problems, as well as ways to obtain accurate and accurate-by-order error estimates for these methods. The methods described in the current book are used to solve a number of inverse problems in mathematical physics. Contents Modulus of continuity of the inverse operator and methods for solving ill-posed problems Lavrent’ev methods for constructing approximate solutions of linear operator equations of the first kind Tikhonov regularization method Projection-regularization method Inverse heat exchange problems
Author | : V. P. Tanana |
Publisher | : Walter de Gruyter |
Total Pages | : 229 |
Release | : 2012-02-13 |
Genre | : Mathematics |
ISBN | : 3110900157 |
Download Methods for Solving Operator Equations Book in PDF, Epub and Kindle
The Inverse and Ill-Posed Problems Series is a series of monographs publishing postgraduate level information on inverse and ill-posed problems for an international readership of professional scientists and researchers. The series aims to publish works which involve both theory and applications in, e.g., physics, medicine, geophysics, acoustics, electrodynamics, tomography, and ecology.
Author | : MANSUK SONG |
Publisher | : |
Total Pages | : 96 |
Release | : 1978 |
Genre | : |
ISBN | : |
Download REGULARIZATION-PROJECTION METHODS AND FINITE-ELEMENT APPROXIMATIONS FOR ILL-POSED LINEAR OPERATOR EQUATIONS.. Book in PDF, Epub and Kindle