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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 Information fehlt?
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