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Advanced Linear and Matrix Algebra / Nathaniel Johnston
| Advanced Linear and Matrix Algebra / Nathaniel Johnston |
| Autore | Johnston, Nathaniel |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xvi, 494 p. : ill. ; 24 cm |
| Soggetto non controllato |
Cholesky decomposition
Isomorphism linear algebra Jordan decomposition Kronecker Product Linear algebra Linear transformation matrix Matrix algebra Matrix algebra vs linear algebra Matrix decomposition Multilinear transformations Multilinearity Projections linear algebra QR decomposition Schur triangularization Singular value decomposition Spectral Decomposition Tensor products Vector spaces |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274511 |
Johnston, Nathaniel
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Applied Linear Algebra and Matrix Analysis / Thomas S. Shores
| Applied Linear Algebra and Matrix Analysis / Thomas S. Shores |
| Autore | Shores, Thomas S. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | xii, 479 p. : ill. ; 24 cm |
| Soggetto topico |
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020]
15Axx - Basic linear algebra [MSC 2020] |
| Soggetto non controllato |
Applied linear algebra
Diffusive processes Digital signal processing Discrete dynamical systems Gaussian Elimination Gram-Schmidt algorithm Matrix algebra Matrix theory Operator norms Orthogonal diagonalization Ranklinear programming Singular value decomposition Vector spaces |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0124574 |
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Shores, Thomas S.
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| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Applied numerical linear algebra / William W. Hager
| Applied numerical linear algebra / William W. Hager |
| Autore | Hager, William W. |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2022 |
| Descrizione fisica | xiv, 424 p. : ill. ; 26 cm |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 65Hxx - Nonlinear algebraic or transcendental equations [MSC 2020] 65Fxx - Numerical linear algebra [MSC 2020] 65Y05 - Parallel numerical computation [MSC 2020] |
| Soggetto non controllato |
Conditions number
Diagonalization Eigen problems LU factorization Matrix Factorization Newton's method Over determined systems QR factorization Singular value decomposition Splitting techniques Under determined systems |
| ISBN | 978-16-11-97685-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0273609 |
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Hager, William W.
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| Philadelphia, : SIAM, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Exercises in Numerical Linear Algebra and Matrix Factorizations / Tom Lyche, Georg Muntingh, Øyvind Ryan
| Exercises in Numerical Linear Algebra and Matrix Factorizations / Tom Lyche, Georg Muntingh, Øyvind Ryan |
| Autore | Lyche, Tom |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xix, 265 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Muntingh, Georg
Ryan, Øyvind |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 00A07 - Problem books [MSC 2020] 15A23 - Factorization of matrices [MSC 2020] 65Fxx - Numerical linear algebra [MSC 2020] |
| Soggetto non controllato |
Eigenvalue problems
Iterative methods Least Squares Linear Systems Linear algebra Matlab programming Matrix theory Nonlinear equations Numerical linear algebra Numerical stability QR decomposition Scientific Computing Singular value decomposition Tensor products |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249106 |
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Lyche, Tom
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Introduction to scientific computing and data analysis / Mark H. Holmes
| Introduction to scientific computing and data analysis / Mark H. Holmes |
| Autore | Holmes, Mark H. |
| Pubbl/distr/stampa | [Cham], : Springer, 2016 |
| Descrizione fisica | XIV, 497 p. : ill. ; 24 cm |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
65K10 - Numerical optimization and variational techniques [MSC 2020] 15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 65Zxx - Applications to the sciences [MSC 2020] 49Sxx - Variational principles of physics [MSC 2020] 65L12 - Finite difference and finite volume methods for ordinary differential equations [MSC 2020] 65L05 - Numerical methods for initial value problems [MSC 2020] 65Hxx - Nonlinear algebraic or transcendental equations [MSC 2020] 65D05 - Numerical interpolation [MSC 2020] 65D32 - Numerical quadrature and cubature formulas [MSC 2020] 65D30 - Numerical integration [MSC 2020] 65D07 - Numerical computation using splines [MSC 2020] 65Fxx - Numerical linear algebra [MSC 2020] 49Mxx - Numerical methods in optimal control [MSC 2020] 65D25 - Numerical differentiation [MSC 2020] |
| Soggetto non controllato |
Conjugate Gradient Method
Data analysis Interpolation Nonlinear equations Numerical integration Numerical linear algebra Optimization Partial differential equations Scientific Computing Singular value decomposition |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0114896 |
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Holmes, Mark H.
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| [Cham], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Linear algebra / Jörg Liesen, Volker Mehrmann
| Linear algebra / Jörg Liesen, Volker Mehrmann |
| Autore | Liesen, Jörg |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XI, 324 p. : ill. ; 24 cm |
| Altri autori (Persone) | Mehrmann, Volker |
| Soggetto topico |
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020]
34A30 - Linear ordinary differential equations and systems, general [MSC 2020] 65F20 - Numerical solutions to overdetermined systems, pseudoinverses [MSC 2020] 65F15 - Numerical computation of eigenvalues and eigenvectors of matrices [MSC 2020] 68P10 - Searching and sorting [MSC 2020] 65D18 - Numerical aspects of computer graphics, image analysis, and computational geometry [MSC 2020] 15Axx - Basic linear algebra [MSC 2020] |
| Soggetto non controllato |
Echelon Form
Eigenvalues Fundamental Theorem of Algebra Gaussian Elimination Jordan Canonical Form Kronecker Product Linear Maps Linear algebra Matrices Matrix functions Matrix theory Polynomials Singular value decomposition Vector spaces |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113851 |
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Liesen, Jörg
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Matrix Algebra : Theory, Computations and Applications in Statistics / James E. Gentle
| Matrix Algebra : Theory, Computations and Applications in Statistics / James E. Gentle |
| Autore | Gentle, James E. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xxix, 648 p. : ill. ; 24 cm |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 62-XX - Statistics [MSC 2020] |
| Soggetto non controllato |
Determinant
Eigenvalues Eigenvectors Generalized inverse Geometry Graph theory Inner product Linear Models Linear Systems Linear algebra Linear transformations Matrix Numerical Analysis Optimization Positive definite R software Singular value decomposition Vector Vector spaces |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0124058 |
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Gentle, James E.
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| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Measure, Integration & Real Analysis / Sheldon Axler
| Measure, Integration & Real Analysis / Sheldon Axler |
| Autore | Axler, Sheldon |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xviii, 411 p. : ill. ; 24 cm |
| Soggetto topico |
46-XX - Functional analysis [MSC 2020]
26-XX - Real functions [MSC 2020] 42-XX - Harmonic analysis on Euclidean spaces [MSC 2020] 28-XX - Measure and integration [MSC 2020] 60-XX - Probability theory and stochastic processes [MSC 2020] |
| Soggetto non controllato |
Abstract measure
Banach spaces Fourier analysis Fourier series Fourier transform Hahn–Banach Theorem Hilbert spaces Hölder’s Inequality Lebesgue Differentiation Theorem Lebesgue Integration Measure Theory Product measures Real analysis Riemann integration Riesz representation theorem Signed and complex measures Singular value decomposition Spectral Theorem |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249488 |
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Axler, Sheldon
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Nonnegative matrix factorization / Nicolas Gillis
| Nonnegative matrix factorization / Nicolas Gillis |
| Autore | Gillis, Nicolas |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2021 |
| Descrizione fisica | xix, 350 p. : ill. ; 26 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
15B48 - Positive matrices and their generalizations; cones of matrices [MSC 2020] 15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 68T10 - Pattern recognition, speech recognition [MSC 2020] 15A23 - Factorization of matrices [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] 65F55 - Numerical methods for low-rank matrix approximation; matrix compression [MSC 2020] |
| Soggetto non controllato |
Computational complexity
Dictionary learning Gene expression analysis Hyperspectral Imaging Matrix Factorization Non-linear optimization Nonnegative matrix factorization Principal component analysis Recommender systems Singular value decomposition Sparsity audio source separation beta-divergences blind source separation block coordinate descent methods communication complexity extended formulations feature extraction identifiability linear dimensionality reduction low-rank matrix approximations multiplicative updates nested polytope problem nonnegative rank self-modeling curve resolution separability topic modeling |
| ISBN | 978-16-11-97640-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0265397 |
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Gillis, Nicolas
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| Philadelphia, : SIAM, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Numerical Linear Algebra and Matrix Factorization / Tom Lyche
| Numerical Linear Algebra and Matrix Factorization / Tom Lyche |
| Autore | Lyche, Tom |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xxiii, 371 p. : ill. ; 24 cm |
| Soggetto topico |
65-XX - Numerical analysis [MSC 2020]
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 15A23 - Factorization of matrices [MSC 2020] 65Fxx - Numerical linear algebra [MSC 2020] |
| Soggetto non controllato |
Eigenvalue problems
Iterative measures Least Squares Linear Systems Linear algebra Matlab programming Matrix theory Nonlinear equations Numerical linear algebra Numerical stability QR decomposition Scientific Computing Singular value decomposition Tensor products |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249554 |
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Lyche, Tom
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| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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