Basic Linear Algebra

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Springer Science & Business Media, 2013 M03 14 - 201 páginas
Basic Linear Algebra is a text for first year students, working from concrete examples towards abstract theorems, via tutorial-type exercises. The book explains the algebra of matrices with applications to analytic geometry, systems of linear equations, difference equations, and complex numbers. Linear equations are treated via Hermite normal forms, which provides a successful and concrete explanation of the notion of linear independence. Another highlight is the connection between linear mappings and matrices, leading to the change of basis theorem which opens the door to the notion of similarity. The authors are well known algebraists with considerable experience of teaching introductory courses on linear algebra to students at St Andrews. This book is based on one previously published by Chapman and Hall, but it has been extensively updated to include further explanatory text and fully worked solutions to the exercises that all 1st year students should be able to answer.
 

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The Algebra of Matrices
1
Some Applications of Matrices
16
Systems of Linear Equations 2
39
Invertible Matrices
57
Vector Spaces
67
Linear Mappings
92
The Matrix Connection
110
Determinants
125
Eigenvalues and Eigenvectors
148
The Minimum Polynomial
168
Solutions to the Exercises
175
Index
193
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