Advanced Linear Algebra

Advanced Linear Algebra

This book discusses structure theory of an operator, topics on inner product spaces, and trace and determinant functions of a linear operator. It addresses bilinear forms with a full treatment of symplectic spaces and orthogonal spaces, as well as explains construction of tensor, symmetric, and exterior algebras. Featuring several new exercises, the second edition adds coverage of sesquilinear forms, linear groups, matrices, normed vector spaces, orthogonal spaces over perfect fields of characteristic two, and Clifford algebras. A solutions manual is available upon qualifying course adoption.

TABLE OF CONTENTS

chapter 1 | 46 pages

Vector Spaces

chapter 2 | 40 pages

Linear Transformations

chapter 3 | 18 pages

Polynomials

chapter 4 | 46 pages

Theory of a Single Linear Operator

chapter 5 | 56 pages

Normed and Inner Product Spaces

chapter 6 | 30 pages

Linear Operators on Inner Product Spaces

chapter 7 | 34 pages

Trace and Determinant of a Linear Operator

chapter 8 | 52 pages

Bilinear Forms

chapter 9 | 20 pages

Sesquilinear Forms and Unitary Geometry

chapter 10 | 56 pages

Tensor Products

chapter 11 | 62 pages

Linear Groups and Groups of Isometries

chapter 12 | 48 pages

Additional Topics in Linear Algebra

chapter 13 | 42 pages

Applications of Linear Algebra

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