Mathematics Books Algebra BooksLinear Algebra Books

A Brief Introduction to Linear Algebra

A Brief Introduction to Linear Algebra

A Brief Introduction to Linear Algebra

This note covers the following topics: Linear Algebra, Matrix Algebra, Homogeneous Systems and Vector Subspaces, Basic Notions, Determinants and Eigenvalues, Diagonalization, The Exponential of a Matrix, Applications,Real Symmetric Matrices, Classification of Conics and Quadrics, Conics and the Method of Lagrange Multipliers, Normal Modes.

Author(s):

sNA Pages
Similar Books
Fundamentals of Linear Algebra and Optimization

Fundamentals of Linear Algebra and Optimization

This note covers the following topics: Vector Spaces, Bases, Linear Maps, Matrices and Linear Maps, Direct Sums, Affine Maps, The Dual Space, Duality, Gaussian Elimination, LU, Cholesky, Echelon Form, Determinants, Vector Norms and Matrix Norms, Eigenvectors and Eigenvalues, Iterative Methods for Solving Linear Systems, Euclidean Spaces, Hermitian Spaces, Spectral Theorems, The Finite Elements Method, Singular Value Decomposition and Polar Form, Applications of SVD and Pseudo-Inverses, Annihilating Polynomials, Differential Calculus, Schur Complements and Applications, Linear Programming and Duality, Hilbert Spaces, Soft Margin Support Vector Machines.

s925 Pages
Introductory Notes in Linear Algebra for the Engineers

Introductory Notes in Linear Algebra for the Engineers

This book is addressed primarely to second and third year college engineering students who have already had a course in calculus and analytic geometry. It is the result of lecture notes given by the author at Arkansas Tech University. Topics covered includes: Linear Systems of Equations, Matrices, Determinants, The Theory of Vector Spaces, Eigenvalues and Eigenvectors, Linear Transformation.

s221 Pages
Linear Algebra I by Ronald van Luijk

Linear Algebra I by Ronald van Luijk

This note explains the following topics: Vector spaces, The field of complex numbers, Linear maps, Subspaces, Matrices, Linear independence and dimension, Ranks, Linear maps and matrices, Determinants, Eigenvalues and Eigenvectors.

s156 Pages
Fundamentals of Linear Algebra

Fundamentals of Linear Algebra

This textbook is meant to be a mathematically complete and rigorous introduction to abstract linear algebra for undergraduates, possibly even first year students, specializing in mathematics. Author tried very hard to emphasize the fascinating and important interplay between algebra and geometry.

s412 Pages
Linear Algebra lecture notes  Martin Bright and Daan Krammer (PDF 56P)

Linear Algebra lecture notes Martin Bright and Daan Krammer (PDF 56P)

This book explains the following topics related to Linear Algebra: Number systems and fields, Vector spaces, Linear independence, spanning and bases of vector spaces, Subspaces, Linear transformations, Matrices, Linear transformations and matrices, Elementary operations and the rank of a matrix, The inverse of a linear transformation and of a matrix, Change of basis and equivalent matrices.

s56 Pages
Fundamentals of Linear Algebra

Fundamentals of Linear Algebra

This book is not a ”traditional” book in the sense that it does not include any applications to the material discussed. Its aim is solely to learn the basic theory of linear algebra within a semester period. Topics covered includes: Linear Systems, Matrices, Determinants, The Theory of Vector Spaces, Eigenvalues and Diagonalization and Linear Transformations.

s196 Pages
Algebra and Number Theory A. Baker

Algebra and Number Theory A. Baker

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Linear Algebra2

Linear Algebra2

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Elements of Abstract and Linear Algebra

Elements of Abstract and Linear Algebra

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Algebra Review in Ten Lessons

Algebra Review in Ten Lessons

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Group Characters, Symmetric Functions, and the Hecke Algebra

Group Characters, Symmetric Functions, and the Hecke Algebra

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
PROBLEMS IN ALGEBRAIC COMBINATORICS

PROBLEMS IN ALGEBRAIC COMBINATORICS

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Introduction to Algebraic Varieties

Introduction to Algebraic Varieties

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Advanced Linear Algebra lecture notes (with real algorithm for the real     Jordan form)

Advanced Linear Algebra lecture notes (with real algorithm for the real Jordan form)

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
Toeplitz and Circulant Matrices

Toeplitz and Circulant Matrices

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages
An Invitation to General Algebra and Universal Constructions

An Invitation to General Algebra and Universal Constructions

Currently this section contains no detailed description for the page, will update this page soon.

sNA Pages