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Advanced linear algebra



Autor: Roman, Steven
Rok: c2005
ISBN: 9780387247663
OKCZID: 110125361
Vydání: 2nd ed.

Citace (dle ČSN ISO 690):
ROMAN, Steven. Advanced linear algebra. 2nd ed. New York: Springer, c2005, 482 s. Graduate texts in mathematics, 135. ISBN 0-387-24766-1.

Hodnocení: 5.0 / 5 (6 hlasů)


Anotace

 

This is a graduate textbook covering an especially broad range of topics. The first part of the book contains a careful but rapid discussion of the basics of linear algebra, including vector spaces, linear transformations, quotient spaces, and isomorphism theorems. The author then proceeds to modules, emphasizing a comparison with vector spaces. A thorough discussion of inner product spaces, eigenvalues, eigenvectors, and finite dimensional spectral theory follows, culminating in the finite dimensional spectral theorem for normal operators. The second part of the book is a collection of topics, including metric vector spaces, metric spaces, Hilbert spaces, tensor products, and affine geometry. The last chapter discusses the umbral calculus, an area of modern algebra with important applications. The second edition contains two new chapters: a chapter on convexity, separation and positive solutions to linear systems and a chapter on the QR decomposition, singular values and pseudoinverses. The treatments of tensor products and the umbral calculus have been greatly expanded and there is now a discussion of determinants (in the chapter on tensor products), the complexification of a real vector space, Schur's lemma and Gersgorin disks.


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