Inverse Problems In The Mathematical Sciences PDF Download
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| Author | : Charles W. Groetsch |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 159 |
| Release | : 2013-12-14 |
| Genre | : Technology & Engineering |
| ISBN | : 3322992020 |
Download Inverse Problems in the Mathematical Sciences Book in PDF, ePub and Kindle
Inverse problems are immensely important in modern science and technology. However, the broad mathematical issues raised by inverse problems receive scant attention in the university curriculum. This book aims to remedy this state of affairs by supplying an accessible introduction, at a modest mathematical level, to the alluring field of inverse problems. Many models of inverse problems from science and engineering are dealt with and nearly a hundred exercises, of varying difficulty, involving mathematical analysis, numerical treatment, or modelling of inverse problems, are provided. The main themes of the book are: causation problem modeled as integral equations; model identification problems, posed as coefficient determination problems in differential equations; the functional analytic framework for inverse problems; and a survey of the principal numerical methods for inverse problems. An extensive annotated bibliography furnishes leads on the history of inverse problems and a guide to the frontiers of current research.
| Author | : Andreas Kirsch |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 314 |
| Release | : 2011-03-24 |
| Genre | : Mathematics |
| ISBN | : 1441984747 |
Download An Introduction to the Mathematical Theory of Inverse Problems Book in PDF, ePub and Kindle
This book introduces the reader to the area of inverse problems. The study of inverse problems is of vital interest to many areas of science and technology such as geophysical exploration, system identification, nondestructive testing and ultrasonic tomography. The aim of this book is twofold: in the first part, the reader is exposed to the basic notions and difficulties encountered with ill-posed problems. Basic properties of regularization methods for linear ill-posed problems are studied by means of several simple analytical and numerical examples. The second part of the book presents two special nonlinear inverse problems in detail - the inverse spectral problem and the inverse scattering problem. The corresponding direct problems are studied with respect to existence, uniqueness and continuous dependence on parameters. Then some theoretical results as well as numerical procedures for the inverse problems are discussed. The choice of material and its presentation in the book are new, thus making it particularly suitable for graduate students. Basic knowledge of real analysis is assumed. In this new edition, the Factorization Method is included as one of the prominent members in this monograph. Since the Factorization Method is particularly simple for the problem of EIT and this field has attracted a lot of attention during the past decade a chapter on EIT has been added in this monograph as Chapter 5 while the chapter on inverse scattering theory is now Chapter 6.The main changes of this second edition compared to the first edition concern only Chapters 5 and 6 and the Appendix A. Chapter 5 introduces the reader to the inverse problem of electrical impedance tomography.
| Author | : Jari Kaipio |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 346 |
| Release | : 2006-03-30 |
| Genre | : Mathematics |
| ISBN | : 0387271325 |
Download Statistical and Computational Inverse Problems Book in PDF, ePub and Kindle
This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results. The techniques are applied to a number of real world applications such as limited angle tomography, image deblurring, electical impedance tomography, and biomagnetic inverse problems. Contains detailed examples throughout and includes a chapter on case studies where such methods have been implemented in biomedical engineering.
| Author | : Gunther Uhlmann |
| Publisher | : Cambridge University Press |
| Total Pages | : 424 |
| Release | : 2003-11-10 |
| Genre | : Mathematics |
| ISBN | : 9780521824699 |
Download Inside Out Book in PDF, ePub and Kindle
In this book, leading experts in the theoretical and applied aspects of inverse problems offer extended surveys on several important topics.
| Author | : Curtis R. Vogel |
| Publisher | : SIAM |
| Total Pages | : 195 |
| Release | : 2002-01-01 |
| Genre | : Mathematics |
| ISBN | : 0898717574 |
Download Computational Methods for Inverse Problems Book in PDF, ePub and Kindle
Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.
| Author | : Daniel Lesnic |
| Publisher | : CRC Press |
| Total Pages | : 360 |
| Release | : 2021-11-10 |
| Genre | : Mathematics |
| ISBN | : 0429683251 |
Download Inverse Problems with Applications in Science and Engineering Book in PDF, ePub and Kindle
Driven by the advancement of industrial mathematics and the need for impact case studies, Inverse Problems with Applications in Science and Engineering thoroughly examines the state-of-the-art of some representative classes of inverse and ill-posed problems for partial differential equations (PDEs). The natural practical applications of this examination arise in heat transfer, electrostatics, porous media, acoustics, fluid and solid mechanics – all of which are addressed in this text. Features: Covers all types of PDEs — namely, elliptic (Laplace’s, Helmholtz, modified Helmholtz, biharmonic and Stokes), parabolic (heat, convection, reaction and diffusion) and hyperbolic (wave) Excellent reference for post-graduates and researchers in mathematics, engineering and any other scientific discipline that deals with inverse problems Contains both theory and numerical algorithms for solving all types of inverse and ill-posed problems
| Author | : Victor Isakov |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 296 |
| Release | : 2013-06-29 |
| Genre | : Mathematics |
| ISBN | : 1489900306 |
Download Inverse Problems for Partial Differential Equations Book in PDF, ePub and Kindle
A comprehensive description of the current theoretical and numerical aspects of inverse problems in partial differential equations. Applications include recovery of inclusions from anomalies of their gravity fields, reconstruction of the interior of the human body from exterior electrical, ultrasonic, and magnetic measurement. By presenting the data in a readable and informative manner, the book introduces both scientific and engineering researchers as well as graduate students to the significant work done in this area in recent years, relating it to broader themes in mathematical analysis.
| Author | : Jennifer L. Mueller |
| Publisher | : SIAM |
| Total Pages | : 349 |
| Release | : 2012-11-30 |
| Genre | : Mathematics |
| ISBN | : 1611972337 |
Download Linear and Nonlinear Inverse Problems with Practical Applications Book in PDF, ePub and Kindle
Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inverse problems arising in practice and gives a hands-on guide to designing computational solution methods for them, with related codes on an accompanying website. The guiding linear inversion examples are the problem of image deblurring, x-ray tomography, and backward parabolic problems, including heat transfer. A thorough treatment of electrical impedance tomography is used as the guiding nonlinear inversion example which combines the analytic-geometric research tradition and the regularization-based school of thought in a fruitful manner. This book is complete with exercises and project topics, making it ideal as a classroom textbook or self-study guide for graduate and advanced undergraduate students in mathematics, engineering or physics who wish to learn about computational inversion. It also acts as a useful guide for researchers who develop inversion techniques in high-tech industry.
| Author | : Alexander G. Ramm |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 453 |
| Release | : 2005-12-19 |
| Genre | : Technology & Engineering |
| ISBN | : 0387232184 |
Download Inverse Problems Book in PDF, ePub and Kindle
Inverse Problems is a monograph which contains a self-contained presentation of the theory of several major inverse problems and the closely related results from the theory of ill-posed problems. The book is aimed at a large audience which include graduate students and researchers in mathematical, physical, and engineering sciences and in the area of numerical analysis.
| Author | : Charles W. Groetsch |
| Publisher | : American Mathematical Soc. |
| Total Pages | : 222 |
| Release | : 1999-12-31 |
| Genre | : Mathematics |
| ISBN | : 1470448734 |
Download Inverse Problems Book in PDF, ePub and Kindle
Problem solving in mathematics is often thought of as a one way process. For example: take two numbers and multiply them together. However for each problem there is also an inverse problem which runs in the opposite direction: now take a number and find a pair of factors. Such problems are considerably more important, in mathematics and throughout science, than they might first appear. This book concentrates on these inverse problems and how they can be usefully introduced to undergraduate students. A historical introduction sets the scene and gives a cultural context for the rest of the book. Chapters dealing with inverse problems in calculus, differential equations and linear algebra then follow and the book concludes with suggestions for further reading. Whatever their own field of expertise, this will be an essential purchase for anyone interested in the teaching of mathematics.
