Matrix Completion Problems – Bücher zum Thema Matrix Completion Problems finden und kaufen

Mathematical Methods in Image Processing and Inverse Problems

Springer Singapore
192.59 € · Hardcover

Low-Rank Matrix Reconstruction Non-Convex Methods Image Selective Segmentation Models Variational Inpainting Models Traveltime Tomography Gravimetry Emission Tomography Compressive Sensing Convolutional Linear Networks LpCM Variational Shape Decomposition Robust Tensor Completion Defocus Lattice-based Patterned Fabric Inspection

This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 21–24, 2018. The book was...

Separable Type Representations of Matrices and Fast Algorithms

Yuli Eidelman, Israel Gohberg, Iulian Haimovici
Springer Basel
106.99 € · Hardcover

Completion problems Factorization and inversion Fast algorithms Quasiseparable representations Structured matrices matrix theory

This two-volume work presents a systematic theoretical and computational study of several types of generalizations of separable matrices. The main attention is paid to fast algorithms (many of linear complexity) for matrices in semiseparable, quasiseparable, band and companion form. The work is focu...

Low-Rank Approximation

Ivan Markovsky
Springer International Publishing
160.49 € · Hardcover

Data Approximation Linear Algebra Linear Models Low-complexity Model Numerical Algorithms System Identification System Theory Time-invariant System Matrix Completion Toeplitz Problems Hankel Problems Sylvester Problems

This book is a comprehensive exposition of the theory, algorithms, and applications of structured low-rank approximation. Local optimization methods and effective suboptimal convex relaxations for Toeplitz, Hankel, and Sylvester structured problems are presented. A major part of the text is devoted ...

Euclidean Distance Matrices and Their Applications in Rigidity Theory

Abdo Y. Alfakih
Springer International Publishing
117.69 € · Hardcover

Euclidean Distance Matrix Euclidean Distance Matrices EDMs Spherical EDMs Eigenvalues of EDMs Multidimensional Scaling Local Rigidity Distance Geometry Matrix Completion Problems Universal Rigidity Semidefinite Matrices

This book offers a comprehensive and accessible exposition of Euclidean Distance Matrices (EDMs) and rigidity theory of bar-and-joint frameworks. It is based on the one-to-one correspondence between EDMs and projected Gram matrices. Accordingly the machinery of semidefinite programming is a common t...

Mathematical Methods in Image Processing and Inverse Problems

Springer Singapore
192.59 € · Paperback

Low-Rank Matrix Reconstruction Non-Convex Methods Image Selective Segmentation Models Variational Inpainting Models Traveltime Tomography Gravimetry Emission Tomography Compressive Sensing Convolutional Linear Networks LpCM Variational Shape Decomposition Robust Tensor Completion Defocus Lattice-based Patterned Fabric Inspection

This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 21–24, 2018. The book was...

Mathematical Methods in Image Processing and Inverse Problems

Springer Singapore
181.89 € · eBook

Low-Rank Matrix Reconstruction Non-Convex Methods Image Selective Segmentation Models Variational Inpainting Models Traveltime Tomography Gravimetry Emission Tomography Compressive Sensing Convolutional Linear Networks LpCM Variational Shape Decomposition Robust Tensor Completion Defocus Lattice-based Patterned Fabric Inspection

This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 21–24, 2018. The book was...

Separable Type Representations of Matrices and Fast Algorithms

Yuli Eidelman, Israel Gohberg, Iulian Haimovici
Springer Basel
96.29 € · eBook

Completion problems Factorization and inversion Fast algorithms Quasiseparable representations Structured matrices matrix theory

This two-volume work presents a systematic theoretical and computational study of several types of generalizations of separable matrices. The main attention is paid to fast algorithms (many of linear complexity) for matrices in semiseparable, quasiseparable, band and companion form. The work is focu...

Euclidean Distance Matrices and Their Applications in Rigidity Theory

Abdo Y. Alfakih
Springer International Publishing
96.29 € · Paperback

Euclidean Distance Matrix Euclidean Distance Matrices EDMs Spherical EDMs Eigenvalues of EDMs Multidimensional Scaling Local Rigidity Distance Geometry Matrix Completion Problems Universal Rigidity Semidefinite Matrices

This book offers a comprehensive and accessible exposition of Euclidean Distance Matrices (EDMs) and rigidity theory of bar-and-joint frameworks. It is based on the one-to-one correspondence between EDMs and projected Gram matrices. Accordingly the machinery of semidefinite programming is a common t...

Euclidean Distance Matrices and Their Applications in Rigidity Theory

Abdo Y. Alfakih
Springer International Publishing
117.69 € · eBook

Euclidean Distance Matrix Euclidean Distance Matrices EDMs Spherical EDMs Eigenvalues of EDMs Multidimensional Scaling Local Rigidity Distance Geometry Matrix Completion Problems Universal Rigidity Semidefinite Matrices

This book offers a comprehensive and accessible exposition of Euclidean Distance Matrices (EDMs) and rigidity theory of bar-and-joint frameworks. It is based on the one-to-one correspondence between EDMs and projected Gram matrices. Accordingly the machinery of semidefinite programming is a common t...

Low-Rank Approximation

Ivan Markovsky
Springer International Publishing
160.49 € · Paperback

Data Approximation Linear Algebra Linear Models Low-complexity Model Numerical Algorithms System Identification System Theory Time-invariant System Matrix Completion Toeplitz Problems Hankel Problems Sylvester Problems

This book is a comprehensive exposition of the theory, algorithms, and applications of structured low-rank approximation. Local optimization methods and effective suboptimal convex relaxations for Toeplitz, Hankel, and Sylvester structured problems are presented. A major part of the text is devoted ...

Low-Rank Approximation

Ivan Markovsky
Springer International Publishing
149.79 € · eBook

Data Approximation Linear Algebra Linear Models Low-complexity Model Numerical Algorithms System Identification System Theory Time-invariant System Matrix Completion Toeplitz Problems Hankel Problems Sylvester Problems

This book is a comprehensive exposition of the theory, algorithms, and applications of structured low-rank approximation. Local optimization methods and effective suboptimal convex relaxations for Toeplitz, Hankel, and Sylvester structured problems are presented. A major part of the text is devoted ...

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