Surveys on Solution Methods for Inverse Problems
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Beschreibung
Inverse problems are concerned with determining causes for observed or desired effects. Problems of this type appear in many application fields both in science and in engineering. The mathematical modelling of inverse problems usually leads to ill-posed problems, i.e., problems where solutions need not exist, need not be unique or may depend discontinuously on the data. For this reason, numerical methods for solving inverse problems are especially difficult, special methods have to be developed which are known under the term "regularization methods". This volume contains twelve survey papers about solution methods for inverse and ill-posed problems and about their application to specific types of inverse problems, e.g., in scattering theory, in tomography and medical applications, in geophysics and in image processing. The papers have been written by leading experts in the field and provide an up-to-date account of solution methods for inverse problems.
Invited survey papers by leading experts One of the central fields in applied mathematics Numerical solution is very difficult
Autor*in
David Colton
Themen in »Surveys on Solution Methods for Inverse Problems«
Ill-posed problems geophysics image processing inverse scattering theory regularization methods scattering theory tomography