Format:
1 Online-Ressource (IX, 194 p. 2 illus., 1 illus. in color.)
ISBN:
9783030804817
Series Statement:
Springer eBook Collection
Content:
Matrix Operations -- Systems of Linear Equations -- Matrix as a Linear Map -- Orthogonality -- Eigenvalues and Eigenvectors -- Canonical Forms -- Norms of Matrices -- Short Bibliography -- Index.
Content:
This book is designed to serve as a textbook for courses offered to undergraduate and postgraduate students enrolled in Mathematics. Using elementary row operations and Gram-Schmidt orthogonalization as basic tools the text develops characterization of equivalence and similarity, and various factorizations such as rank factorization, OR-factorization, Schurtriangularization, Diagonalization of normal matrices, Jordan decomposition, singular value decomposition, and polar decomposition. Along with Gauss-Jordan elimination for linear systems, it also discusses best approximations and least-squares solutions. The book includes norms on matrices as a means to deal with iterative solutions of linear systems and exponential of a matrix. The topics in the book are dealt with in a lively manner. Each section of the book has exercises to reinforce the concepts, and problems have been added at the end of each chapter. Most of these problems are theoretical, and they do not fit into the running text linearly. The detailed coverage and pedagogical tools make this an ideal textbook for students and researchers enrolled in senior undergraduate and beginning postgraduate mathematics courses.
Additional Edition:
ISBN 9783030804800
Additional Edition:
ISBN 9783030804824
Additional Edition:
ISBN 9783030804831
Additional Edition:
Erscheint auch als Druck-Ausgabe Singh, Arindama Introduction to matrix theory [New Delhi] : Ane Books Pvt. Ltd., 2021 ISBN 9783030804800
Additional Edition:
ISBN 9789386761200
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030804800
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030804824
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030804831
Language:
English
Subjects:
Mathematics
DOI:
10.1007/978-3-030-80481-7
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