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Parameter Estimation and Inverse Problems

by Richard C. Aster, Brian Borchers, Clifford H. Thurber

Elsevier

Paperback/Science 404 pages English Oct 23, 2018

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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.
Author:
Richard C. Aster, Brian Borchers, Clifford H. Thurber
Publisher:
Elsevier
Publication Date:
Oct 23, 2018
Number of pages:
404 pages
Language:
English
Binding:
Paperback/Science
ISBN-10:
0128046511
ISBN-13:
9780128046517