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Iterative methods for ill-posed problems [[electronic resource] ] : an introduction / / Anatoly B. Bakushinsky, Mikhail Yu. Kokurin, Alexandra Smirnova
Iterative methods for ill-posed problems [[electronic resource] ] : an introduction / / Anatoly B. Bakushinsky, Mikhail Yu. Kokurin, Alexandra Smirnova
Autore Bakushinskiĭ A. B (Anatoliĭ Borisovich)
Pubbl/distr/stampa Berlin ; ; New York, : De Gruyter, c2011
Descrizione fisica 1 online resource (152 p.)
Disciplina 515/.353
Altri autori (Persone) KokurinM. I͡U (Mikhail I͡Urʹevich)
SmirnovaA. B (Aleksandra Borisovna)
Collana Inverse and ill-posed problems series
Soggetto topico Differential equations, Partial - Improperly posed problems
Iterative methods (Mathematics)
Soggetto non controllato Hilbert Space
Ill-posed Problem
Inverse Problem
Iterative Method
Operator Equation
ISBN 1-283-16637-2
9786613166371
3-11-025065-9
Classificazione 510
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Preface -- Contents -- 1 The regularity condition. Newton's method -- 2 The Gauss-Newton method -- 3 The gradient method -- 4 Tikhonov's scheme -- 5 Tikhonov's scheme for linear equations -- 6 The gradient scheme for linear equations -- 7 Convergence rates for the approximation methods in the case of linear irregular equations -- 8 Equations with a convex discrepancy functional by Tikhonov's method -- 9 Iterative regularization principle -- 10 The iteratively regularized Gauss-Newton method -- 11 The stable gradient method for irregular nonlinear equations -- 12 Relative computational efficiency of iteratively regularized methods -- 13 Numerical investigation of two-dimensional inverse gravimetry problem -- 14 Iteratively regularized methods for inverse problem in optical tomography -- 15 Feigenbaum's universality equation -- 16 Conclusion -- References -- Index
Record Nr. UNINA-9910781355703321
Bakushinskiĭ A. B (Anatoliĭ Borisovich)  
Berlin ; ; New York, : De Gruyter, c2011
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Regularization methods in Banach spaces [[electronic resource] /] / by Thomas Schuster ... [et al.]
Regularization methods in Banach spaces [[electronic resource] /] / by Thomas Schuster ... [et al.]
Autore Schuster Thomas <1971->
Pubbl/distr/stampa Berlin ; ; Boston, : De Gruyter, c2012
Descrizione fisica 1 online resource (296 p.)
Disciplina 515/.732
Collana Radon series on computational and applied mathematics
Radon Series on Computational and Applied Mathematics
Soggetto topico Banach spaces
Parameter estimation
Differential equations, Partial
Soggetto non controllato Banach Space
Iterative Method
Regularization Theory
Tikhonov Regularization
ISBN 3-11-025572-3
1-283-62792-2
9786613940377
Classificazione SK 520
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Front matter -- Preface -- Contents -- Part I. Why to use Banach spaces in regularization theory? -- Part II. Geometry and mathematical tools of Banach spaces -- Part III. Tikhonov-type regularization -- Part IV. Iterative regularization -- Part V. The method of approximate inverse -- Bibliography -- Index
Record Nr. UNINA-9910785935603321
Schuster Thomas <1971->  
Berlin ; ; Boston, : De Gruyter, c2012
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui