Linear Algebra

ISBN-13: 9781470456702

Michael E. Taylor

Opis

This text develops linear algebra with the view that it is an important gateway connecting elementary mathematics to more advanced subjects, such as advanced calculus, systems of differential equations, differential geometry, and group representations. The purpose of this book is to provide a treatment of this subject in sufficient depth to prepare the reader to tackle such further material. The text starts with vector spaces, over the sets of real and complex numbers, and linear transformations between such vector spaces. Later on, this setting is extended to general fields. The reader will be in a position to appreciate the early material on this more general level with minimal effort. Notable features of the text include a treatment of determinants, which is cleaner than one often sees, and a high degree of contact with geometry and analysis, particularly in the chapter on linear algebra on inner product spaces. In addition to studying linear algebra over general fields, the text has a chapter on linear algebra over rings. There is also a chapter on special structures, such as quaternions, Clifford algebras, and octonions.

Spis treści

• Vector spaces, linear transformations, and matrices
• Eigenvalues, eigenvectors, and generalized eigenvectors
• Linear algebra on inner product spaces
• Further basic concepts: duality, convexity, positivity
• Multilinear algebra
• Linear algebra over more general fields
• Rings and modules
• Special structures in linear algebra
• Complementary results
• Bibliography
• Index.