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Titel: Computational Methods for Inverse Problems
Zustand: Neu
Autor: Curtis R. Vogel
Produktart: Taschenbuch
EAN: 9780898715507
ISBN: 9780898715507
Verlag: Society for Industrial & Applied Mathematics,U.S.
Genre: Science Nature & Math
Thematik: Technology & Engineering
Erscheinungsdatum: 01.01.1987
Description: Inverse problems arise in a number of important practical applications, ranging from biomedical imaging to seismic prospecting. This book provides the reader with a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems. It also addresses specialized topics like image reconstruction, parameter identification, total variation methods, nonnegativity constraints, and regularization parameter selection methods. Because inverse problems typically involve the estimation of certain quantities based on indirect measurements, the estimation process is often ill-posed. Regularization methods, which have been developed to deal with this ill-posedness, are carefully explained in the early chapters of Computational Methods for Inverse Problems. The book also integrates mathematical and statistical theory with applications and practical computational methods, including topics like maximum likelihood estimation and Bayesian estimation.
Sprache: Englisch
Herstellungsland und -region: US
Höhe: 254mm
Länge: 178mm
Breite: 10mm
Gewicht: 365g
Buchreihe: Frontiers in Applied Mathematics
Title Format: Taschenbuch

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