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Advanced Linear Algebra, PDF eBook

Advanced Linear Algebra PDF

Part of the Graduate Texts in Mathematics series

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Please note: eBooks can only be purchased with a UK issued credit card and all our eBooks (ePub and PDF) are DRM protected.

Description

This book is a thorough introduction to linear algebra, for the graduate or advanced undergraduate student.

Prerequisites are limited to a knowledge of the basic properties of matrices and determinants.

However, since we cover the basics of vector spaces and linear transformations rather rapidly, a prior course in linear algebra (even at the sophomore level), along with a certain measure of "mathematical maturity," is highly desirable.

Chapter 0 contains a summary of certain topics in modern algebra that are required for the sequel.

This chapter should be skimmed quickly and then used primarily as a reference.

Chapters 1-3 contain a discussion of the basic properties of vector spaces and linear transformations.

Chapter 4 is devoted to a discussion of modules, emphasizing a comparison between the properties of modules and those of vector spaces.

Chapter 5 provides more on modules. The main goals of this chapter are to prove that any two bases of a free module have the same cardinality and to introduce noetherian modules.

However, the instructor may simply skim over this chapter, omitting all proofs.

Chapter 6 is devoted to the theory of modules over a principal ideal domain, establishing the cyclic decomposition theorem for finitely generated modules.

This theorem is the key to the structure theorems for finite dimensional linear operators, discussed in Chapters 7 and 8.

Chapter 9 is devoted to real and complex inner product spaces.

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