Revised And Edited, Linear Algebra With Applications, Seventh Edition Is Designed For The Introductory Course In Linear Algebra And Is Organized Into 3 Natural Parts. Part 1 Introduces The Basics, Presenting Systems Of Linear Equations, Vectors And Subspaces Of R, Matrices, Linear Transformations, Determinants, And Eigenvectors. Part 2 Builds On This Material, Introducing The Concept Of General Vector Spaces, Discussing Properties Of Bases, Developing The Rank/Nullity Theorem And Introducing Spaces Of Matrices And Functions. Part 3 Completes The Course With Many Of The Important Ideas And Methods Of Numerical Linear Algebra, Such As Ill-Conditioning, Pivoting, And LU Decomposition. Offering 28 Core Sections, The Seventh Edition Successfully Blends Theory, Important Numerical Techniques, And Interesting Applications Making It Ideal For Engineers, Scientists, And A Variety Of Other Majors.