Nonlinear Least Squares for Inverse Problems : Theoretical Foundations and Step-by-Step Guide for Applications

Dordrecht : Springer Netherlands, 2010

Abstract/Sommario: This book provides an introduction into the least squares resolution of nonlinear inverse problems. The first goal is to develop a geometrical theory to analyze nonlinear least square (NLS) problems with respect to their quadratic wellposedness, i.e. both wellposedness and optimizability. Using the results, the applicability of various regularization techniques can be checked. The second objective of the book is to present frequent practical issues when solving NLS problems. Applicatio ...; [leggi tutto]

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Campo	Valore
Descrizione	Nonlinear Least Squares for Inverse Problems : Theoretical Foundations and Step-by-Step Guide for Applications / by Guy Chavent. - Dordrecht : Springer Netherlands, 2010. - XIV, 360p ; digital. - (Scientific Computation)
Specifiche	[Supporto spec. Risorsa elettr.] Risorsa remota
Note	Springer eBooks. - Printed edition: 9789048127849
Collezione	[Fa parte di] Scientific Computation [Vai al dettaglio]
Autori	Chavent, Guy - [Responsabilità principale] SpringerLink (Online service) - [Responsabilità secondaria]
Soggetto	Appl.Mathematics/Computational Methods of Engineering Calculus of Variations and Optimal Control, Optimization Engineering mathematics Mathematical Methods in Physics Mathematical Modeling and Industrial Mathematics Mathematical Physics Mathematics
Classificazione	003.3
Lingua	Inglese
Numeri	ISBN: 978-90-481-2785-6 DOI: 10.1007/978-90-481-2785-6 N. catalogo straniero: TA342-343 (Library of Congress Call Number)
ID scheda	130266
Permalink	https://www.opac.inaf.it/?ids=130266