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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.
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Subjects
Functions, inverse, Inverse problems (Differential equations), Numerical solutions, Congresses, Numerical analysis, Mathematics, System theory, Potential theory (Mathematics), Mathematical optimization, Control Systems Theory, Calculus of Variations and Optimal Control; Optimization, Potential TheoryEdition | Availability |
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Surveys on Solution Methods for Inverse Problems
June 20, 2000, Springer
Paperback
in English
- 1 edition
3211834702 9783211834701
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Book Details
First Sentence
"It has only been since the mid-1960s that inverse problems has been identified as a proper subfield of mathematics."
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