Generalized Inverses

Generalized Inverses
Author: Adi Ben-Israel
Publisher: Springer Science & Business Media
Total Pages: 433
Release: 2006-04-18
Genre: Mathematics
ISBN: 0387216340

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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.

Generalized Inverses of Linear Transformations

Generalized Inverses of Linear Transformations
Author: Stephen L. Campbell
Publisher: SIAM
Total Pages: 288
Release: 2009-03-26
Genre: Mathematics
ISBN: 0898716713

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Provides comprehensive coverage of the mathematical theory of generalized inverses and a wide range of important and practical applications.

Generalized Inverses: Theory and Computations

Generalized Inverses: Theory and Computations
Author: Guorong Wang
Publisher: Springer
Total Pages: 390
Release: 2018-05-12
Genre: Mathematics
ISBN: 9811301468

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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.

Generalized Inverse of Matrices and Its Applications

Generalized Inverse of Matrices and Its Applications
Author: Calyampudi Radhakrishna Rao
Publisher: John Wiley & Sons
Total Pages: 264
Release: 1971
Genre: Mathematics
ISBN:

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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.

Statistical Properties of the Generalized Inverse Gaussian Distribution

Statistical Properties of the Generalized Inverse Gaussian Distribution
Author: B. Jorgensen
Publisher: Springer Science & Business Media
Total Pages: 197
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461256984

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In 1978 the idea of studying the generalized inverse Gaussian distribution was proposed to me by Professor Ole Barndorff-Nielsen, who had come across the distribution in the study of the socalled hyperbolic distributions where it emerged in connection with the representation of the hyperbolic distributions as mixtures of normal distributions. The statistical properties of the generalized inverse Gaussian distribution were at that time virtually unde veloped, but it turned out that the distribution has some nice properties, and models many sets of data satisfactorily. This work contains an account of the statistical properties of the distribu tion as far as they are developed at present. The work was done at the Department of Theoretical Statistics, Aarhus University, mostly in 1979, and was partial fulfilment to wards my M. Sc. degree. I wish to convey my warm thanks to Ole Barn dorff-Nielsen and Preben BI~sild for their advice and for comments on earlier versions of the manuscript and to Jette Hamborg for her skilful typing.

Matrix

Matrix
Author: A. K. Hazra
Publisher: Cambridge International Science Publishing
Total Pages: 622
Release: 2007
Genre: Mathematics
ISBN:

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The book is intended for undergraduate and graduate students of mathematics, engineering, and social sciences in general. The contents are arranged in such a way that a beginner can easily grasp the material step by step. The theories are made lucid through illustrated examples. (Mathematics)

Generalized Inverses and Applications

Generalized Inverses and Applications
Author: M. Zuhair Nashed
Publisher: Elsevier
Total Pages: 1069
Release: 2014-05-10
Genre: Mathematics
ISBN: 1483270297

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Generalized Inverses and Applications, contains the proceedings of an Advanced Seminar on Generalized Inverses and Applications held at the University of Wisconsin-Madison on October 8-10, 1973 under the auspices of the university's Mathematics Research Center. The seminar provided a forum for discussing the basic theory of generalized inverses and their applications to analysis and operator equations. Numerical analysis and approximation methods are considered, along with applications to statistics and econometrics, optimization, system theory, and operations research. Comprised of 14 chapters, this book begins by describing a unified approach to generalized inverses of linear operators, with particular reference to algebraic, topological, extremal, and proximinal properties. The reader is then introduced to the algebraic aspects of the generalized inverse of a rectangular matrix; the Fredholm pseudoinverse; and perturbations and approximations for generalized inverses and linear operator equations. Subsequent chapters deal with various applications of generalized inverses, including programming, games, and networks, as well as estimation and aggregation in econometrics. This monograph will be of interest to mathematicians and students of mathematics.

Theory of Generalized Inverses Over Commutative Rings

Theory of Generalized Inverses Over Commutative Rings
Author: K.P.S. Bhaskara Rao
Publisher: CRC Press
Total Pages: 192
Release: 2002-03-21
Genre: Mathematics
ISBN: 0203218876

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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

Computation of Generalized Matrix Inverses and Applications

Computation of Generalized Matrix Inverses and Applications
Author: Ivan Stanimirović
Publisher: CRC Press
Total Pages: 269
Release: 2017-12-14
Genre: Mathematics
ISBN: 1351630059

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This volume offers a gradual exposition to matrix theory as a subject of linear algebra. It presents both the theoretical results in generalized matrix inverses and the applications. The book is as self-contained as possible, assuming no prior knowledge of matrix theory and linear algebra. The book first addresses the basic definitions and concepts of an arbitrary generalized matrix inverse with special reference to the calculation of {i,j,...,k} inverse and the Moore–Penrose inverse. Then, the results of LDL* decomposition of the full rank polynomial matrix are introduced, along with numerical examples. Methods for calculating the Moore–Penrose’s inverse of rational matrix are presented, which are based on LDL* and QDR decompositions of the matrix. A method for calculating the A(2)T;S inverse using LDL* decomposition using methods is derived as well as the symbolic calculation of A(2)T;S inverses using QDR factorization. The text then offers several ways on how the introduced theoretical concepts can be applied in restoring blurred images and linear regression methods, along with the well-known application in linear systems. The book also explains how the computation of generalized inverses of matrices with constant values is performed. It covers several methods, such as methods based on full-rank factorization, Leverrier–Faddeev method, method of Zhukovski, and variations of the partitioning method.

Generalized Inverse Operators

Generalized Inverse Operators
Author: Alexander Andreevych Boichuk
Publisher: Walter de Gruyter GmbH & Co KG
Total Pages: 314
Release: 2016-08-22
Genre: Mathematics
ISBN: 3110378442

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The book is devoted to the foundations of the theory of boundary-value problems for various classes of systems of differential-operator equations whose linear part is represented by Fredholm operators of the general form. A common point of view on numerous classes of problems that were traditionally studied independently of each other enables us to study, in a natural way, the theory of these problems, to supplement and improve the existing results, and in certain cases, study some of these problems for the first time. With the help of the technique of generalized inverse operators, the Vishik– Lyusternik method, and iterative methods, we perform a detailed investigation of the problems of existence, bifurcations, and branching of the solutions of linear and nonlinear boundary-value problems for various classes of differential-operator systems and propose new procedures for their construction. For more than 11 years that have passed since the appearance of the first edition of the monograph, numerous new publications of the authors in this direction have appeared. In this connection, it became necessary to make some additions and corrections to the previous extensively cited edition, which is still of signifi cant interest for the researchers. For researchers, teachers, post-graduate students, and students of physical and mathematical departments of universities. Contents: Preliminary Information Generalized Inverse Operators in Banach Spaces Pseudoinverse Operators in Hilbert Spaces Boundary-Value Problems for Operator Equations Boundary-Value Problems for Systems of Ordinary Differential Equations Impulsive Boundary-Value Problems for Systems of Ordinary Differential Equations Solutions of Differential and Difference Systems Bounded on the Entire Real Axis