Linear Algebra

By Jorg Liesen and Volker Mehrmann

Linear Algebra in every day life.- Basic mathematical concepts.- Algebraic structures.- Matrices.- The echelon form and the rank of matrices.- Linear systems of equations.- Determinants of matrices.- The characteristic polynomial and eigenvalues of matrices.- Vector spaces.- Linear maps.- Linear forms and bilinear forms.- Euclidean and unitary vector spaces.- Adjoints of linear maps.- Eigenvalues of endomorphisms.- Polynomials and the Fundamental Theorem of Algebra.- Cyclic subspaces, duality and the Jordan canonical form.- Matrix functions and systems of differential equations.- Special classes of endomorphisms.- The singular value decomposition.- The Kronecker product and linear matrix equations.

• Format: Paperback
• Language: English
• ISBN: 3319243446
• ISBN13: 9783319243443
• Release Date: November 2015
• Publisher: Springer
• Length: 324 Pages
• Weight: 1.04 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"