Introduction to Linear Algebra and Tensors

The present book a valuable addition to the English-language literature on linear algebra and tensors constitutes a lucid eminently readable and completely elementary introduction to this field of mathematics. A special merit of the book is its free use of tensor notation in particular the Einstein summation convention. The treatment is virtually self-contained. In fact the mathematical background assumed on the part of the reader hardly exceeds a smattering of calculus and a casual acquaintance with determinants.<br>The authors begin with linear spaces starting with basic concepts and ending with topics in analytic geometry. They then treat multilinear forms and tensors (linear and bilinear forms general definition of a tensor algebraic operations on tensors symmetric and antisymmetric tensors etc.) and linear transformation (again basic concepts the matrix and multiplication of linear transformations inverse transformations and matrices groups and subgroups etc.). The last chapter deals with further topics in the field: eigenvectors and eigenvalues matrix ploynomials and the Hamilton-Cayley theorem reduction of a quadratic form to canonical form representation of a nonsingular transformation and more. Each individual section -- there are 25 in all -- contains a problem set making a total of over 250 problems all carefully selected and matched. Hints and answers to most of the problems can be found at the end of the book.<br>Dr. Silverman has revised the text and numerous pedagogical and mathematical improvements and restyled the language so that it is even more readable. With its clear exposition many relevant and interesting problems ample illustrations index and bibliography this book will be useful in the classroom or for self-study as an excellent introduction to the important subjects of linear algebra and tensors.