| Description |
1 online resource (xiv, 360 pages) : illustrations |
| Series |
Scientific computation, 1434-8322 |
|
Scientific computation.
|
| Contents |
Nonlinear Least Squares for Inverse Problems; Preface; I Nonlinear Least Squares; Nonlinear Inverse Problems: Examples and Difficulties; Computing Derivatives; Choosing a Parameterization; Output Least Squares Identifiability and QuadraticallyWellposed NLS Problems; Regularization of Nonlinear Least Squares Problems; II A Generalization of Convex Sets; Quasi-Convex Sets; Strictly Quasi-Convex Sets; Deflection Conditions for the Strict Quasi-convexityof Sets; Bibliography; Index |
| Summary |
Presents an introduction into the least squares resolution of nonlinear inverse problems. This title intends to develop a geometrical theory to analyze nonlinear least square (NLS) problems with respect to their quadratic wellposedness, that is, both wellposedness and optimizability |
| Analysis |
wiskunde |
|
mathematics |
|
wiskundige modellen |
|
mathematical models |
|
fysica |
|
physics |
|
engineering |
|
optimalisatiemethoden |
|
optimization methods |
|
toegepaste wiskunde |
|
applied mathematics |
|
computational science |
|
Mathematics (General) |
|
Wiskunde (algemeen) |
| Bibliography |
Includes bibliographical references (pages 345-352) and index |
| Notes |
English |
|
Print version record |
| Subject |
Least squares.
|
|
Nonlinear theories.
|
|
MATHEMATICS -- Differential Equations -- General.
|
|
Physique.
|
|
Least squares
|
|
Nonlinear theories
|
| Form |
Electronic book
|
| ISBN |
9789048127856 |
|
9048127858 |
|
9789048127856 |
|
1282835300 |
|
9781282835306 |
|
9786612835308 |
|
6612835303 |
|
