UID:
almahu_9947357795902882
Format:
1 electronic text (xii, 213 p.) :
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ill., digital file.
ISBN:
9780898718836 (electronic bk.)
Series Statement:
Fundamentals of algorithms
Content:
This book gives an introduction to the practical treatment of inverse problems by means of numerical methods, with a focus on basic mathematical and computational aspects. To solve inverse problems, we demonstrate that insight about them goes hand in hand with algorithms.
Note:
Introduction and Motivation -- Meet the Fredholm Integral Equation of the First Kind -- Getting to Business : Discretizations of Linear Inverse Problems -- Computational Aspects : Regularization Methods -- Getting Serious : Choosing the Regularization Parameter -- Toward Real-World Problems : Iterative Regularization -- Regularization Methods at Work : Solving Real Problems -- Beyond the 2-Norm : The Use of Discrete Smoothing Norms -- Appendix A : Linear Algebra Stuff -- Appendix B : Symmetric Toeplitz-Plus-Hankel Matrices and the DCT -- Appendix C : Early Work on "Tikhonov Regularization".
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Also available in print version.
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Mode of access: World Wide Web.
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System requirements: Adobe Acrobat Reader.
Additional Edition:
Print version: ISBN 0898716969
Additional Edition:
ISBN 9780898716962
Language:
English
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