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Essential Linear Algebra with Applications: A Problem-Solving Approach

✍ Scribed by Titu Andreescu


Publisher
BirkhΓ€user, Springer
Year
2014
Tongue
English
Leaves
498
Category
Library

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✦ Synopsis


Rooted in a pedagogically successful problem-solving approach to linear algebra, the present work fills a gap in the literature that is sharply divided between elementary texts and books that are too advanced to appeal to a wide audience. It clearly develops the theoretical foundations of vector spaces, linear equations, matrix algebra, eigenvectors, and orthogonality, while simultaneously emphasizing applications and connections to fields such as biology, economics, computer graphics, electrical engineering, cryptography, and political science.

Ideal as an introduction to linear algebra, the extensive exercises and well-chosen applications also make this text suitable for advanced courses at the junior or senior undergraduate level. Furthermore, it can serve as a colorful supplementary problem book, reference, or self-study manual for professional scientists and mathematicians. Complete with bibliography and index, "Essential Linear Algebra with Applications" is a natural bridge between pure and applied mathematics and the natural and social sciences, appropriate for any student or researcher who needs a strong footing in the theory, problem-solving, and model-building that are the subject’s hallmark.

✦ Table of Contents


Front Matter....Pages i-x
Matrix Algebra....Pages 1-52
Square Matrices of Order 2....Pages 53-83
Matrices and Linear Equations....Pages 85-105
Vector Spaces and Subspaces....Pages 107-148
Linear Transformations....Pages 149-196
Duality....Pages 197-235
Determinants....Pages 237-300
Polynomial Expressions of Linear Transformations and Matrices....Pages 301-338
Diagonalizability....Pages 339-375
Forms....Pages 377-482
Appendix: Algebraic Prerequisites....Pages 483-490
Back Matter....Pages 491-491

✦ Subjects


Algebras, Linear;Algebras, Linear -- Problems, exercises, etc;AlgeΜ€bre linéaire -- ProbleΜ€mes et exercices


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