A Concise Text on Advanced Linear Algebra

A Concise Text on Advanced Linear Algebra

Yisong Yang
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Main subject categories: • Linear algebra • Vector spaces • Linear mappings • Determinants • Scalar products • Real quadratic forms and self-adjoint mappings • Complex quadratic forms and self-adjoint mappings • Jordan decomposition • Quantum mechanics

This engaging textbook for advanced undergraduate students and beginning graduates covers the core subjects in linear algebra. The author motivates the concepts by drawing clear links to applications and other important areas, such as differential topology and quantum mechanics.

The book places particular emphasis on integrating ideas from analysis wherever appropriate. For example, the notion of determinant is shown to appear from calculating the index of a vector field which leads to a self-contained proof of the Fundamental Theorem of Algebra, and the Cayley‒Hamilton theorem is established by recognizing the fact that the set of complex matrices of distinct eigenvalues is dense.

The material is supplemented by a rich collection of over 350 mostly proof-oriented exercises, suitable for students from a wide variety of backgrounds. Selected solutions are provided at the back of the book, making it suitable for self-study as well as for use as a course text.

Thể loại:
Năm:
2015
In lần thứ:
1
Nhà xuát bản:
Cambridge University Press [CUP]
Ngôn ngữ:
english
Trang:
333
ISBN 10:
1107087511
ISBN 13:
9781107087514
ISBN:
B00Q8TWUE6
File:
PDF, 2.17 MB
IPFS:
CID , CID Blake2b
english, 2015
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