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495.00 ₪
Parameter Estimation and Inverse Problems
495.00 ₪
ISBN13
9780128046517
מהדורה
3rd edition
עמודים
404
פורמט
Paperback / softback
תאריך יציאה לאור
23 באוק׳ 2018
מחליף את פריט
9780128100929
Parameter Estimation and Inverse Problems, Third Edition, is structured around a course at New Mexico Tech and is designed to be accessible to typical graduate students in the physical sciences who do not have an extensive mathematical background. The book is complemented by a companion website that includes MATLAB codes that correspond to examples that are illustrated with simple, easy to follow problems that illuminate the details of particular numerical methods. Updates to the new edition include more discussions of Laplacian smoothing, an expansion of basis function exercises, the addition of stochastic descent, an improved presentation of Fourier methods and exercises, and more.
מהדורה | 3rd edition |
---|---|
עמודים | 404 |
מחליף את פריט | 9780128100929 |
פורמט | Paperback / softback |
ISBN10 | 0128046511 |
תאריך יציאה לאור | 23 באוק׳ 2018 |
תוכן עניינים | 1. Introduction 2. Linear Regression 3. Rank Deficiency and Ill-Conditioning 4. Tikhonov Regularization 5. Discretizing by Basis Functions 6. Iterative Methods of Solving Linear Problems 7. Additional Regularization Techniques 8. Fourier Techniques 9. Nonlinear Regression 10. Nonlinear Inverse Problems 11. Bayesian Methods 12 Adjoint Methods |
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