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Generalized Inverses: Algorithms and Applications

Generalized Inverses: Algorithms and Applications
Author: Ivan Kyrchei
Publisher:
Total Pages:
Release: 2021-12-31
Genre:
ISBN: 9781685073565

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Generalized Inverses: Algorithms and Applications demonstrates some of the latest hot topics on generalized inverse matrices and their applications. Each article has been carefully selected to present substantial research results. Topics discussed herein include recent advances in exploring of generalizations of the core inverse, particularly in composing appropriate outer inverses and the Moore-Penrose inverse such as OMP, MPO and MPOMP inverses; in analyzing of properties of the BT inverse and the BT-order; in perturbation estimations for the Drazin inverse; in using generalized inverses to solve systems of quaternion matrix equations and Sylvester-type tensor equations under t-product; in computing and approximating the matrix generalized inverses by hyperpower family of iterative methods of arbitrary convergence order; and in studying of the weighted pseudoinverse matrices with singular indefinite weights.


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: 289
Release: 2009-01-01
Genre: Mathematics
ISBN: 0898719046

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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.


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


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.


Numerical And Symbolic Computations Of Generalized Inverses

Numerical And Symbolic Computations Of Generalized Inverses
Author: Yimin Wei
Publisher: World Scientific
Total Pages: 470
Release: 2018-07-18
Genre: Mathematics
ISBN: 9813238682

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We introduce new methods connecting numerics and symbolic computations, i.e., both the direct and iterative methods as well as the symbolic method for computing the generalized inverses. These will be useful for Engineers and Statisticians, in addition to applied mathematicians.Also, main applications of generalized inverses will be presented. Symbolic method covered in our book but not discussed in other book, which is important for numerical-symbolic computations.


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.


{2}-Inverses and Their Statistical Application

{2}-Inverses and Their Statistical Application
Author: Albert J. Getson
Publisher: Springer Science & Business Media
Total Pages: 120
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461239303

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Much of the traditional approach to linear model analysis is bound up in complex matrix expressions revolving about the usual generalized inverse. Motivated by this important role of the generalized inverse. the research summarized here began as an interest in understanding. in geometric terms. the four conditions defining the qnique Moore-Penrose Inverse. Such an investigation. it was hoped. might lead to a better understanding. and possibly a simplification of. the usual matrix expressions. Initially this research was begun by Francis Hsuan and Pat Langenberg, without knowledge of Kruskal's paper published in 1975. This oversight was perhaps fortu nate. since if they had read his paper they may not have continued their effort. A summary of this early research appears in Hsuan. Langenberg and Getson (1985). This monograph is a summary of the research on {2}-inverses continued by Al Getson. while a graduate student. in collaboration with Francis Hsuan of the Depart ment of Statistics. School of Business Administration. at Temple University. Philadelphia. The literature on generalized inverses and related topics is extensive and some of what is present here has appeared elsewhere. Generally. this literature is not presented from the point of view of {2}-inverses. We have tried to do justice to . the relevant published works and appologize for those we have either overlooked or possibly misrepresented.


The Generalized Inverse

The Generalized Inverse
Author: Peter Wallace Kleeman
Publisher:
Total Pages: 48
Release: 1968
Genre: Algorithms
ISBN:

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