Computational Methods for Inverse Problems (Frontiers in Applied Mathematics, Series Number 23) - Image 1

£63.21

Society for Industrial and Applied Mathematics (SIAM) Computational Methods for Inverse Problems (Frontiers in Applied Mathematics, Series Number 23)

Name: Computational Methods for Inverse Problems (Frontiers in Applied Mathematics, Series Number 23)
Brand: Society for Industrial and Applied Mathematics (SIAM)
Price: 63.21 GBP
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Applied Mathematics

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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.

Product Specifications

Brand: Society for Industrial and Applied Mathematics (SIAM)
Format: Paperback
ASIN: 0898715504
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Applied Mathematics
Domain: Amazon UK
Release Date: 01 January 1987
Listed Since: 05 February 2007

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Society for Industrial and Applied Mathematics (SIAM) Computational Methods for Inverse Problems (Frontiers in Applied Mathematics, Series Number 23)

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