Kronecker Products and Matrix Calculus with Applications

Kronecker Products and Matrix Calculus with Applications
Title Kronecker Products and Matrix Calculus with Applications PDF eBook
Author Alexander Graham
Publisher Courier Dover Publications
Pages 145
Release 2018-06-13
Genre Mathematics
ISBN 0486824179

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Enhanced by many worked examples, problems, and solutions, this in-depth text is suitable for undergraduates and presents a great deal of information previously only available in specialized and hard-to-find texts. 1981 edition.

Matrix Calculus and Kronecker Product

Matrix Calculus and Kronecker Product
Title Matrix Calculus and Kronecker Product PDF eBook
Author Willi-Hans Steeb
Publisher World Scientific
Pages 323
Release 2011
Genre Mathematics
ISBN 9814335312

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This volume examines a variety of philosophical approaches that seek to formulate practical guidelines or norms for human actions and behavior in different areas of society, including politics, cultural traditions, the environment, business management, architecture, and medicine. Written by a team of international authors, this volume features thirteen surveys. It begins with an exploration of ethics in politics and cultural traditions. From genocide to the unequal distribution of wealth, it examines many of the harms that currently affect societies throughout the world and considers a way that those in politics can follow to provide better care for all their populations. Next, the book looks at the relation between ethics and cultural traditions. It features a paper that examines the tension that often exists between the past and the present, with a special focus on the history of India. This volume also considers the idea of a universal system of ethics, presents a practical approach to value-based management in private and public organizations, and examines ethics in medicine. In addition, this volume includes coverage of a new type of ethics called Eco-ethica, proposed by the Japanese philosopher Tomonobu Imamichi, which seeks to answer the question of how men and women can "live better" or "live together with each other" in a systematized, technological age.

Matrix Calculus and Kronecker Product with Applications and C++ Programs

Matrix Calculus and Kronecker Product with Applications and C++ Programs
Title Matrix Calculus and Kronecker Product with Applications and C++ Programs PDF eBook
Author Willi-Hans Steeb
Publisher World Scientific
Pages 270
Release 1997
Genre Science
ISBN 9789810232412

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The Kronecker product of matrices plays a central role in mathematics and in applications found in engineering and theoretical physics. These applications are signal processing, statistical physics, quantum groups and quantum computers. This book provides a comprehensive introduction to the Kronecker product of matrices together with its software implementation in C++ using an object-oriented design.

Matrix Calculus, Kronecker Product And Tensor Product: A Practical Approach To Linear Algebra, Multilinear Algebra And Tensor Calculus With Software Implementations (Third Edition)

Matrix Calculus, Kronecker Product And Tensor Product: A Practical Approach To Linear Algebra, Multilinear Algebra And Tensor Calculus With Software Implementations (Third Edition)
Title Matrix Calculus, Kronecker Product And Tensor Product: A Practical Approach To Linear Algebra, Multilinear Algebra And Tensor Calculus With Software Implementations (Third Edition) PDF eBook
Author Yorick Hardy
Publisher World Scientific
Pages 388
Release 2019-04-08
Genre Mathematics
ISBN 9811202532

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Our self-contained volume provides an accessible introduction to linear and multilinear algebra as well as tensor calculus. Besides the standard techniques for linear algebra, multilinear algebra and tensor calculus, many advanced topics are included where emphasis is placed on the Kronecker product and tensor product. The Kronecker product has widespread applications in signal processing, discrete wavelets, statistical physics, Hopf algebra, Yang-Baxter relations, computer graphics, fractals, quantum mechanics, quantum computing, entanglement, teleportation and partial trace. All these fields are covered comprehensively.The volume contains many detailed worked-out examples. Each chapter includes useful exercises and supplementary problems. In the last chapter, software implementations are provided for different concepts. The volume is well suited for pure and applied mathematicians as well as theoretical physicists and engineers.New topics added to the third edition are: mutually unbiased bases, Cayley transform, spectral theorem, nonnormal matrices, Gâteaux derivatives and matrices, trace and partial trace, spin coherent states, Clebsch-Gordan series, entanglement, hyperdeterminant, tensor eigenvalue problem, Carleman matrix and Bell matrix, tensor fields and Ricci tensors, and software implementations.

Matrix Differential Calculus with Applications in Statistics and Econometrics

Matrix Differential Calculus with Applications in Statistics and Econometrics
Title Matrix Differential Calculus with Applications in Statistics and Econometrics PDF eBook
Author Jan R. Magnus
Publisher John Wiley & Sons
Pages 504
Release 2019-03-15
Genre Mathematics
ISBN 1119541190

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A brand new, fully updated edition of a popular classic on matrix differential calculus with applications in statistics and econometrics This exhaustive, self-contained book on matrix theory and matrix differential calculus provides a treatment of matrix calculus based on differentials and shows how easy it is to use this theory once you have mastered the technique. Jan Magnus, who, along with the late Heinz Neudecker, pioneered the theory, develops it further in this new edition and provides many examples along the way to support it. Matrix calculus has become an essential tool for quantitative methods in a large number of applications, ranging from social and behavioral sciences to econometrics. It is still relevant and used today in a wide range of subjects such as the biosciences and psychology. Matrix Differential Calculus with Applications in Statistics and Econometrics, Third Edition contains all of the essentials of multivariable calculus with an emphasis on the use of differentials. It starts by presenting a concise, yet thorough overview of matrix algebra, then goes on to develop the theory of differentials. The rest of the text combines the theory and application of matrix differential calculus, providing the practitioner and researcher with both a quick review and a detailed reference. Fulfills the need for an updated and unified treatment of matrix differential calculus Contains many new examples and exercises based on questions asked of the author over the years Covers new developments in field and features new applications Written by a leading expert and pioneer of the theory Part of the Wiley Series in Probability and Statistics Matrix Differential Calculus With Applications in Statistics and Econometrics Third Edition is an ideal text for graduate students and academics studying the subject, as well as for postgraduates and specialists working in biosciences and psychology.

Generalized Vectorization, Cross-Products, and Matrix Calculus

Generalized Vectorization, Cross-Products, and Matrix Calculus
Title Generalized Vectorization, Cross-Products, and Matrix Calculus PDF eBook
Author Darrell A. Turkington
Publisher Cambridge University Press
Pages 281
Release 2013-02-11
Genre Business & Economics
ISBN 1107032008

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This book studies the mathematics behind matrix calculus and the applications of matrix calculus in statistics and econometrics.

Problems And Solutions In Introductory And Advanced Matrix Calculus (Second Edition)

Problems And Solutions In Introductory And Advanced Matrix Calculus (Second Edition)
Title Problems And Solutions In Introductory And Advanced Matrix Calculus (Second Edition) PDF eBook
Author Yorick Hardy
Publisher World Scientific Publishing Company
Pages 566
Release 2016-07-14
Genre Mathematics
ISBN 9813143819

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This book provides an extensive collection of problems with detailed solutions in introductory and advanced matrix calculus. Supplementary problems in each chapter will challenge and excite the reader, ideal for both graduate and undergraduate mathematics and theoretical physics students. The coverage includes systems of linear equations, linear differential equations, integration and matrices, Kronecker product and vec-operation as well as functions of matrices. Furthermore, specialized topics such as spectral theorem, nonnormal matrices and mutually unbiased bases are included. Many of the problems are related to applications for group theory, Lie algebra theory, wavelets, graph theory and matrix-valued differential forms, benefitting physics and engineering students and researchers alike. It also branches out to problems with tensors and the hyperdeterminant. Computer algebra programs in Maxima and SymbolicC++ have also been provided.