Elements Of The Theory Of Generalized Inverses For Matrices

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Elements of the Theory of Generalized Inverses of Matrices

Author : R.E. Cline
Publisher : Springer Science & Business Media
Page : 90 pages
File Size : 44,7 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781468467178

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Elements of the Theory of Generalized Inverses of Matrices by R.E. Cline Pdf

The purpose of this monograph is to provide a concise introduction to the theory of generalized inverses of matrices that is accessible to undergraduate mathematics majors. Although results from this active area of research have appeared in a number of excellent graduate level text books since 1971, material for use at the undergraduate level remains fragmented. The basic ideas are so fundamental, however, that they can be used to unify various topics that an undergraduate has seen but perhaps not related. Material in this monograph was first assembled by the author as lecture notes for the senior seminar in mathematics at the University of Tennessee. In this seminar one meeting per week was for a lecture on the subject matter, and another meeting was to permit students to present solutions to exercises. Two major problems were encountered the first quarter the seminar was given. These were that some of the students had had only the required one-quarter course in matrix theory and were not sufficiently familiar with eigenvalues, eigenvectors and related concepts, and that many -v- of the exercises required fortitude. At the suggestion of the UMAP Editor, the approach in the present monograph is (1) to develop the material in terms of full rank factoriza tions and to relegate all discussions using eigenvalues and eigenvectors to exercises, and (2) to include an appendix of hints for exercises.

Generalized Inverses

Author : Adi Ben-Israel,Thomas N.E. Greville
Publisher : Springer Science & Business Media
Page : 420 pages
File Size : 44,7 Mb
Release : 2006-04-18
Category : Mathematics
ISBN : 9780387216348

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Generalized Inverses by Adi Ben-Israel,Thomas N.E. Greville Pdf

This second edition accounts for many major developments in generalized inverses while maintaining the informal and leisurely style of the 1974 first edition. Added material includes a chapter on applications, new exercises, and an appendix on the work of E.H. Moore.

Algebraic Theory of Generalized Inverses

Author : Jianlong Chen
Publisher : Springer Nature
Page : 331 pages
File Size : 48,8 Mb
Release : 2024-06-23
Category : Electronic
ISBN : 9789819982851

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Algebraic Theory of Generalized Inverses by Jianlong Chen Pdf

Generalized Inverse of Matrices and Its Applications

Author : Calyampudi Radhakrishna Rao,Sujit Kumar Mitra
Publisher : John Wiley & Sons
Page : 264 pages
File Size : 49,7 Mb
Release : 1971
Category : Mathematics
ISBN : MINN:31951000012834C

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Generalized Inverse of Matrices and Its Applications by Calyampudi Radhakrishna Rao,Sujit Kumar Mitra Pdf

Notations and preliminaries; Generalized inverse of a matrix; Three basic types of g-inverses; Other special types of g-inverse; Projectors, idempotent matrices and partial isometry; Simulatneous reduction of a pair of herminitian forms; Estimation of parameters in linear models; Conditions for optimality and validity of least-squares theory; Distribution of quadratic forms; Miscellaneous applications of g-inverses; Computational methods; Bibliography on generalized inverses and applications; Index.

Generalized Inverses of Linear Transformations

Author : Stephen L. Campbell,Carl D. Meyer
Publisher : SIAM
Page : 289 pages
File Size : 40,8 Mb
Release : 2009-01-01
Category : Mathematics
ISBN : 9780898719048

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Generalized Inverses of Linear Transformations by Stephen L. Campbell,Carl D. Meyer Pdf

Generalized (or pseudo-) inverse concepts routinely appear throughout applied mathematics and engineering, in both research literature and textbooks. Although the basic properties are readily available, some of the more subtle aspects and difficult details of the subject are not well documented or understood. First published in 1979, Generalized Inverses of Linear Transformations remains up-to-date and readable, and it includes chapters on Markov chains and the Drazin inverse methods that have become significant to many problems in applied mathematics. The book provides comprehensive coverage of the mathematical theory of generalized inverses coupled with a wide range of important and practical applications that includes topics in electrical and computer engineering, control and optimization, computing and numerical analysis, statistical estimation, and stochastic processes. Audience: intended for use as a reference by applied scientists and engineers.

Combinatorial Matrix Theory and Generalized Inverses of Matrices

Author : Ravindra B. Bapat,Steve J. Kirkland,K. Manjunatha Prasad,Simo Puntanen
Publisher : Springer Science & Business Media
Page : 283 pages
File Size : 42,8 Mb
Release : 2013-02-11
Category : Mathematics
ISBN : 9788132210535

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Combinatorial Matrix Theory and Generalized Inverses of Matrices by Ravindra B. Bapat,Steve J. Kirkland,K. Manjunatha Prasad,Simo Puntanen Pdf

This book consists of eighteen articles in the area of `Combinatorial Matrix Theory' and `Generalized Inverses of Matrices'. Original research and expository articles presented in this publication are written by leading Mathematicians and Statisticians working in these areas. The articles contained herein are on the following general topics: `matrices in graph theory', `generalized inverses of matrices', `matrix methods in statistics' and `magic squares'. In the area of matrices and graphs, speci_c topics addressed in this volume include energy of graphs, q-analog, immanants of matrices and graph realization of product of adjacency matrices. Topics in the book from `Matrix Methods in Statistics' are, for example, the analysis of BLUE via eigenvalues of covariance matrix, copulas, error orthogonal model, and orthogonal projectors in the linear regression models. Moore-Penrose inverse of perturbed operators, reverse order law in the case of inde_nite inner product space, approximation numbers, condition numbers, idempotent matrices, semiring of nonnegative matrices, regular matrices over incline and partial order of matrices are the topics addressed under the area of theory of generalized inverses. In addition to the above traditional topics and a report on CMTGIM 2012 as an appendix, we have an article on old magic squares from India.

Theory of Generalized Inverses Over Commutative Rings

Author : K.P.S. Bhaskara Rao
Publisher : CRC Press
Page : 192 pages
File Size : 47,7 Mb
Release : 2002-03-21
Category : Mathematics
ISBN : 9780203218877

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Theory of Generalized Inverses Over Commutative Rings by K.P.S. Bhaskara Rao Pdf

The theory of generalized inverses of real or complex matrices has been expertly developed and documented. But the generalized inverses of matrices over rings have received comprehensive treatment only recently. In this book, the author, who contributed to the research and development of the theory, explains his results. He explores regular element

Generalized Inverses: Theory and Computations

Author : Guorong Wang,Yimin Wei,Sanzheng Qiao
Publisher : Springer
Page : 378 pages
File Size : 52,6 Mb
Release : 2018-05-12
Category : Mathematics
ISBN : 9789811301469

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Generalized Inverses: Theory and Computations by Guorong Wang,Yimin Wei,Sanzheng Qiao Pdf

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.

Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition

Author : Haruo Yanai,Kei Takeuchi,Yoshio Takane
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 47,6 Mb
Release : 2011-04-06
Category : Mathematics
ISBN : 9781441998873

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Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition by Haruo Yanai,Kei Takeuchi,Yoshio Takane Pdf

Aside from distribution theory, projections and the singular value decomposition (SVD) are the two most important concepts for understanding the basic mechanism of multivariate analysis. The former underlies the least squares estimation in regression analysis, which is essentially a projection of one subspace onto another, and the latter underlies principal component analysis, which seeks to find a subspace that captures the largest variability in the original space. This book is about projections and SVD. A thorough discussion of generalized inverse (g-inverse) matrices is also given because it is closely related to the former. The book provides systematic and in-depth accounts of these concepts from a unified viewpoint of linear transformations finite dimensional vector spaces. More specially, it shows that projection matrices (projectors) and g-inverse matrices can be defined in various ways so that a vector space is decomposed into a direct-sum of (disjoint) subspaces. Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition will be useful for researchers, practitioners, and students in applied mathematics, statistics, engineering, behaviormetrics, and other fields.

Algebraic Properties of Generalized Inverses

Author : Dragana S. Cvetković‐Ilić,Yimin Wei
Publisher : Springer
Page : 194 pages
File Size : 51,7 Mb
Release : 2017-10-07
Category : Mathematics
ISBN : 9789811063497

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Algebraic Properties of Generalized Inverses by Dragana S. Cvetković‐Ilić,Yimin Wei Pdf

This book addresses selected topics in the theory of generalized inverses. Following a discussion of the “reverse order law” problem and certain problems involving completions of operator matrices, it subsequently presents a specific approach to solving the problem of the reverse order law for {1} -generalized inverses. Particular emphasis is placed on the existence of Drazin invertible completions of an upper triangular operator matrix; on the invertibility and different types of generalized invertibility of a linear combination of operators on Hilbert spaces and Banach algebra elements; on the problem of finding representations of the Drazin inverse of a 2x2 block matrix; and on selected additive results and algebraic properties for the Drazin inverse. In addition to the clarity of its content, the book discusses the relevant open problems for each topic discussed. Comments on the latest references on generalized inverses are also included. Accordingly, the book will be useful for graduate students, PhD students and researchers, but also for a broader readership interested in these topics.

KWIC Index for Numerical Algebra

Author : Alston Scott Householder
Publisher : Unknown
Page : 552 pages
File Size : 52,8 Mb
Release : 1972
Category : Algebra
ISBN : STANFORD:36105033326336

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KWIC Index for Numerical Algebra by Alston Scott Householder Pdf

Matrix Theory

Author : Robert Piziak,P.L. Odell
Publisher : CRC Press
Page : 568 pages
File Size : 41,8 Mb
Release : 2007-02-22
Category : Mathematics
ISBN : 9781420009934

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Matrix Theory by Robert Piziak,P.L. Odell Pdf

In 1990, the National Science Foundation recommended that every college mathematics curriculum should include a second course in linear algebra. In answer to this recommendation, Matrix Theory: From Generalized Inverses to Jordan Form provides the material for a second semester of linear algebra that probes introductory linear algebra concepts whil

Scientific and Technical Aerospace Reports

Author : Anonim
Publisher : Unknown
Page : 816 pages
File Size : 50,9 Mb
Release : 1989
Category : Aeronautics
ISBN : UOM:39015021754398

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Scientific and Technical Aerospace Reports by Anonim Pdf

Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Algebraic Properties of Generalized Inverses

Author : Dragana S. Cvetković Ilić
Publisher : Unknown
Page : 128 pages
File Size : 44,8 Mb
Release : 2017
Category : Linear operators
ISBN : 9811063508

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Algebraic Properties of Generalized Inverses by Dragana S. Cvetković Ilić Pdf

This book addresses selected topics in the theory of generalized inverses. Following a discussion of the "reverse order law" problem and certain problems involving completions of operator matrices, it subsequently presents a specific approach to solving the problem of the reverse order law for {1} -generalized inverses. Particular emphasis is placed on the existence of Drazin invertible completions of an upper triangular operator matrix; on the invertibility and different types of generalized invertibility of a linear combination of operators on Hilbert spaces and Banach algebra elements; on the problem of finding representations of the Drazin inverse of a 2x2 block matrix; and on selected additive results and algebraic properties for the Drazin inverse. In addition to the clarity of its content, the book discusses the relevant open problems for each topic discussed. Comments on the latest references on generalized inverses are also included. Accordingly, the book will be useful for graduate students, PhD students and researchers, but also for a broader readership interested in these topics.--