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Englisch
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Beschreibung
This book begins with the fundamentals of the generalized inverses, then moves to more advanced topics.
It presents a theoretical study of the generalization of Cramer's rule, determinant representations of the generalized inverses, reverse order law of the generalized inverses of a matrix product, structures of the generalized inverses of structured matrices, parallel computation of the generalized inverses, perturbation analysis of the generalized inverses, an algorithmic study of the computational methods for the full-rank factorization of a generalized inverse, generalized singular value decomposition, imbedding method, finite method, generalized inverses of polynomial matrices, and generalized inverses of linear operators. This book is intended for researchers, postdocs, and graduate students in the area of the generalized inverses with an undergraduate-level understanding of linear algebra.
It presents a theoretical study of the generalization of Cramer's rule, determinant representations of the generalized inverses, reverse order law of the generalized inverses of a matrix product, structures of the generalized inverses of structured matrices, parallel computation of the generalized inverses, perturbation analysis of the generalized inverses, an algorithmic study of the computational methods for the full-rank factorization of a generalized inverse, generalized singular value decomposition, imbedding method, finite method, generalized inverses of polynomial matrices, and generalized inverses of linear operators. This book is intended for researchers, postdocs, and graduate students in the area of the generalized inverses with an undergraduate-level understanding of linear algebra.
This book begins with the fundamentals of the generalized inverses, then moves to more advanced topics.
It presents a theoretical study of the generalization of Cramer's rule, determinant representations of the generalized inverses, reverse order law of the generalized inverses of a matrix product, structures of the generalized inverses of structured matrices, parallel computation of the generalized inverses, perturbation analysis of the generalized inverses, an algorithmic study of the computational methods for the full-rank factorization of a generalized inverse, generalized singular value decomposition, imbedding method, finite method, generalized inverses of polynomial matrices, and generalized inverses of linear operators. This book is intended for researchers, postdocs, and graduate students in the area of the generalized inverses with an undergraduate-level understanding of linear algebra.
It presents a theoretical study of the generalization of Cramer's rule, determinant representations of the generalized inverses, reverse order law of the generalized inverses of a matrix product, structures of the generalized inverses of structured matrices, parallel computation of the generalized inverses, perturbation analysis of the generalized inverses, an algorithmic study of the computational methods for the full-rank factorization of a generalized inverse, generalized singular value decomposition, imbedding method, finite method, generalized inverses of polynomial matrices, and generalized inverses of linear operators. This book is intended for researchers, postdocs, and graduate students in the area of the generalized inverses with an undergraduate-level understanding of linear algebra.
Zusammenfassung
Describes the developments in the research directions and the types of the generalized inverses since mid-1970s
Includes the fundamentals as well as advanced topics
Ready to be adopted as a textbook or reference book for graduate courses
Inhaltsverzeichnis
Equation Solving Generalized Inverses.- Drazin Inverse.- Generalization of the Cramer's Rule and the Minors of the Generalized Inverses.- Reverse Order and Forward Order Laws for A(2)T,S.- Computational Aspects.- Structured Matrices and Their Generalized Inverses.- Parallel Algorithms for Computing the Generalized Inverses.- Perturbation Analysis of the Moore-Penrose Inverse and the Weighted Moore-Penrose Inverse.- Perturbation Analysis of the Drazin Inverse and the Group Inverse.- Generalized Inverses of Polynomial Matrices.- M-P Inverse of Linear Operators.
Details
Erscheinungsjahr: | 2018 |
---|---|
Fachbereich: | Arithmetik & Algebra |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Reihe: | Developments in Mathematics |
Inhalt: |
xix
378 S. 6 s/w Illustr. 378 p. 6 illus. |
ISBN-13: | 9789811301452 |
ISBN-10: | 981130145X |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Wang, Guorong
Qiao, Sanzheng Wei, Yimin |
Auflage: | 1st ed. 2018 |
Hersteller: |
Springer Singapore
Springer Nature Singapore Developments in Mathematics |
Maße: | 241 x 160 x 27 mm |
Von/Mit: | Guorong Wang (u. a.) |
Erscheinungsdatum: | 24.05.2018 |
Gewicht: | 0,764 kg |
Zusammenfassung
Describes the developments in the research directions and the types of the generalized inverses since mid-1970s
Includes the fundamentals as well as advanced topics
Ready to be adopted as a textbook or reference book for graduate courses
Inhaltsverzeichnis
Equation Solving Generalized Inverses.- Drazin Inverse.- Generalization of the Cramer's Rule and the Minors of the Generalized Inverses.- Reverse Order and Forward Order Laws for A(2)T,S.- Computational Aspects.- Structured Matrices and Their Generalized Inverses.- Parallel Algorithms for Computing the Generalized Inverses.- Perturbation Analysis of the Moore-Penrose Inverse and the Weighted Moore-Penrose Inverse.- Perturbation Analysis of the Drazin Inverse and the Group Inverse.- Generalized Inverses of Polynomial Matrices.- M-P Inverse of Linear Operators.
Details
Erscheinungsjahr: | 2018 |
---|---|
Fachbereich: | Arithmetik & Algebra |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Reihe: | Developments in Mathematics |
Inhalt: |
xix
378 S. 6 s/w Illustr. 378 p. 6 illus. |
ISBN-13: | 9789811301452 |
ISBN-10: | 981130145X |
Sprache: | Englisch |
Ausstattung / Beilage: | HC runder Rücken kaschiert |
Einband: | Gebunden |
Autor: |
Wang, Guorong
Qiao, Sanzheng Wei, Yimin |
Auflage: | 1st ed. 2018 |
Hersteller: |
Springer Singapore
Springer Nature Singapore Developments in Mathematics |
Maße: | 241 x 160 x 27 mm |
Von/Mit: | Guorong Wang (u. a.) |
Erscheinungsdatum: | 24.05.2018 |
Gewicht: | 0,764 kg |
Warnhinweis